diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index ab921f581..66e9a9786 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -155,7 +155,7 @@ There are two ways you can use `tracing` to get insights into performance.
 #### Tracing with OpenTelemetry (and Jaeger)
 
 - Run the server with `--trace opentelemetry` and add `--log-level trace` to inspect more events
-- Run an OpenTelemetry compatible service, such as [Jaeger](https://www.jaegertracing.io/docs/1.34/getting-started/). See `docker run` command below or use the vscode task.
+- Run an OpenTelemetry compatible service, such as Jaeger. See `docker run` command below or use the vscode task.
 - Visit jaeger: `http://localhost:16686`
 
 ```sh
@@ -165,10 +165,11 @@ docker run -d --platform linux/amd64 --name jaeger \
   -p 6831:6831/udp \
   -p 6832:6832/udp \
   -p 5778:5778 \
+  -p 4317:4317 \
   -p 16686:16686 \
   -p 14268:14268 \
   -p 9411:9411 \
-  jaegertracing/all-in-one:1.6
+  jaegertracing/all-in-one:latest
 ```
 
 #### Tracing with Chrome
diff --git a/Cargo.lock b/Cargo.lock
index afbcc9533..bd2b93578 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -11,7 +11,7 @@ dependencies = [
  "actix-macros",
  "actix-rt",
  "actix_derive",
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "bytes",
  "crossbeam-channel",
  "futures-core",
@@ -20,7 +20,7 @@ dependencies = [
  "futures-util",
  "log",
  "once_cell",
- "parking_lot 0.12.3",
+ "parking_lot 0.12.4",
  "pin-project-lite",
  "smallvec",
  "tokio",
@@ -33,7 +33,7 @@ version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5f7b0a21988c1bf877cf4759ef5ddaac04c1c9fe808c9142ecb78ba97d97a28a"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "bytes",
  "futures-core",
  "futures-sink",
@@ -46,13 +46,13 @@ dependencies = [
 
 [[package]]
 name = "actix-cors"
-version = "0.7.0"
+version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9e772b3bcafe335042b5db010ab7c09013dad6eac4915c91d8d50902769f331"
+checksum = "daa239b93927be1ff123eebada5a3ff23e89f0124ccb8609234e5103d5a5ae6d"
 dependencies = [
  "actix-utils",
  "actix-web",
- "derive_more",
+ "derive_more 2.0.1",
  "futures-util",
  "log",
  "once_cell",
@@ -69,9 +69,9 @@ dependencies = [
  "actix-service",
  "actix-utils",
  "actix-web",
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "bytes",
- "derive_more",
+ "derive_more 0.99.20",
  "futures-core",
  "http-range",
  "log",
@@ -84,36 +84,36 @@ dependencies = [
 
 [[package]]
 name = "actix-http"
-version = "3.9.0"
+version = "3.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d48f96fc3003717aeb9856ca3d02a8c7de502667ad76eeacd830b48d2e91fac4"
+checksum = "44cceded2fb55f3c4b67068fa64962e2ca59614edc5b03167de9ff82ae803da0"
 dependencies = [
  "actix-codec",
  "actix-rt",
  "actix-service",
  "actix-tls",
  "actix-utils",
- "ahash",
  "base64 0.22.1",
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "brotli",
  "bytes",
  "bytestring",
- "derive_more",
+ "derive_more 2.0.1",
  "encoding_rs",
  "flate2",
+ "foldhash",
  "futures-core",
- "h2",
- "http",
+ "h2 0.3.27",
+ "http 0.2.12",
  "httparse",
  "httpdate",
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "language-tags",
  "local-channel",
  "mime",
  "percent-encoding",
  "pin-project-lite",
- "rand 0.8.5",
+ "rand 0.9.2",
  "sha1",
  "smallvec",
  "tokio",
@@ -142,7 +142,7 @@ dependencies = [
  "actix-utils",
  "actix-web",
  "bytes",
- "derive_more",
+ "derive_more 0.99.20",
  "futures-core",
  "futures-util",
  "httparse",
@@ -179,7 +179,7 @@ checksum = "13d324164c51f63867b57e73ba5936ea151b8a41a1d23d1031eeb9f70d0236f8"
 dependencies = [
  "bytestring",
  "cfg-if",
- "http",
+ "http 0.2.12",
  "regex",
  "regex-lite",
  "serde",
@@ -199,9 +199,9 @@ dependencies = [
 
 [[package]]
 name = "actix-server"
-version = "2.5.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ca2549781d8dd6d75c40cf6b6051260a2cc2f3c62343d761a969a0640646894"
+checksum = "a65064ea4a457eaf07f2fba30b4c695bf43b721790e9530d26cb6f9019ff7502"
 dependencies = [
  "actix-rt",
  "actix-service",
@@ -209,19 +209,18 @@ dependencies = [
  "futures-core",
  "futures-util",
  "mio",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "actix-service"
-version = "2.0.2"
+version = "2.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b894941f818cfdc7ccc4b9e60fa7e53b5042a2e8567270f9147d5591893373a"
+checksum = "9e46f36bf0e5af44bdc4bdb36fbbd421aa98c79a9bce724e1edeb3894e10dc7f"
 dependencies = [
  "futures-core",
- "paste",
  "pin-project-lite",
 ]
 
@@ -256,9 +255,9 @@ dependencies = [
 
 [[package]]
 name = "actix-web"
-version = "4.9.0"
+version = "4.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9180d76e5cc7ccbc4d60a506f2c727730b154010262df5b910eb17dbe4b8cb38"
+checksum = "a597b77b5c6d6a1e1097fddde329a83665e25c5437c696a3a9a4aa514a614dea"
 dependencies = [
  "actix-codec",
  "actix-http",
@@ -270,17 +269,17 @@ dependencies = [
  "actix-tls",
  "actix-utils",
  "actix-web-codegen",
- "ahash",
  "bytes",
  "bytestring",
  "cfg-if",
  "cookie",
- "derive_more",
+ "derive_more 2.0.1",
  "encoding_rs",
+ "foldhash",
  "futures-core",
  "futures-util",
  "impl-more",
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "language-tags",
  "log",
  "mime",
@@ -292,8 +291,9 @@ dependencies = [
  "serde_json",
  "serde_urlencoded",
  "smallvec",
- "socket2",
+ "socket2 0.5.10",
  "time",
+ "tracing",
  "url",
 ]
 
@@ -329,14 +329,15 @@ dependencies = [
 
 [[package]]
 name = "actix-web-static-files"
-version = "4.0.1"
+version = "4.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adf6d1ef6d7a60e084f9e0595e2a5234abda14e76c105ecf8e2d0e8800c41a1f"
+checksum = "54557836cdc357d3ee9eafb04bf9d37c7c97a57414d0ac98020662a8a7476c12"
 dependencies = [
  "actix-web",
- "derive_more",
+ "derive_more 0.99.20",
  "futures-util",
- "static-files",
+ "static-files 0.2.5",
+ "static-files 0.3.1",
 ]
 
 [[package]]
@@ -359,26 +360,19 @@ dependencies = [
  "gimli",
 ]
 
-[[package]]
-name = "adler"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
-
 [[package]]
 name = "adler2"
-version = "2.0.0"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
 [[package]]
 name = "ahash"
-version = "0.8.11"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011"
+checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
 dependencies = [
  "cfg-if",
- "getrandom 0.2.15",
  "once_cell",
  "version_check",
  "zerocopy",
@@ -395,9 +389,12 @@ dependencies = [
 
 [[package]]
 name = "aligned-vec"
-version = "0.5.0"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1"
+checksum = "dc890384c8602f339876ded803c97ad529f3842aba97f6392b3dba0dd171769b"
+dependencies = [
+ "equator",
+]
 
 [[package]]
 name = "alloc-no-stdlib"
@@ -416,9 +413,9 @@ dependencies = [
 
 [[package]]
 name = "allocator-api2"
-version = "0.2.18"
+version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c6cb57a04249c6480766f7f7cef5467412af1490f8d1e243141daddada3264f"
+checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
 [[package]]
 name = "android-tzdata"
@@ -443,9 +440,9 @@ checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
 
 [[package]]
 name = "anstream"
-version = "0.6.15"
+version = "0.6.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64e15c1ab1f89faffbf04a634d5e1962e9074f2741eef6d97f3c4e322426d526"
+checksum = "3ae563653d1938f79b1ab1b5e668c87c76a9930414574a6583a7b7e11a8e6192"
 dependencies = [
  "anstyle",
  "anstyle-parse",
@@ -458,49 +455,50 @@ dependencies = [
 
 [[package]]
 name = "anstyle"
-version = "1.0.8"
+version = "1.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bec1de6f59aedf83baf9ff929c98f2ad654b97c9510f4e70cf6f661d49fd5b1"
+checksum = "862ed96ca487e809f1c8e5a8447f6ee2cf102f846893800b20cebdf541fc6bbd"
 
 [[package]]
 name = "anstyle-parse"
-version = "0.2.5"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb47de1e80c2b463c735db5b217a0ddc39d612e7ac9e2e96a5aed1f57616c1cb"
+checksum = "4e7644824f0aa2c7b9384579234ef10eb7efb6a0deb83f9630a49594dd9c15c2"
 dependencies = [
  "utf8parse",
 ]
 
 [[package]]
 name = "anstyle-query"
-version = "1.1.1"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d36fc52c7f6c869915e99412912f22093507da8d9e942ceaf66fe4b7c14422a"
+checksum = "9e231f6134f61b71076a3eab506c379d4f36122f2af15a9ff04415ea4c3339e2"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.4"
+version = "3.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5bf74e1b6e971609db8ca7a9ce79fd5768ab6ae46441c572e46cf596f59e57f8"
+checksum = "3e0633414522a32ffaac8ac6cc8f748e090c5717661fddeea04219e2344f5f2a"
 dependencies = [
  "anstyle",
- "windows-sys 0.52.0",
+ "once_cell_polyfill",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
 name = "anyhow"
-version = "1.0.89"
+version = "1.0.99"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86fdf8605db99b54d3cd748a44c6d04df638eb5dafb219b135d0149bd0db01f6"
+checksum = "b0674a1ddeecb70197781e945de4b3b8ffb61fa939a5597bcf48503737663100"
 
 [[package]]
 name = "arbitrary"
-version = "1.3.2"
+version = "1.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d5a26814d8dcb93b0e5a0ff3c6d80a8843bafb21b39e8e18a6f05471870e110"
+checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
 
 [[package]]
 name = "arc-swap"
@@ -527,9 +525,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "assert_cmd"
-version = "2.0.16"
+version = "2.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc1835b7f27878de8525dc71410b5a31cdcc5f230aed5ba5df968e09c201b23d"
+checksum = "2bd389a4b2970a01282ee455294913c0a43724daedcd1a24c3eb0ec1c1320b66"
 dependencies = [
  "anstyle",
  "bstr",
@@ -541,11 +539,33 @@ dependencies = [
  "wait-timeout",
 ]
 
+[[package]]
+name = "async-stream"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476"
+dependencies = [
+ "async-stream-impl",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "async-trait"
-version = "0.1.83"
+version = "0.1.89"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "721cae7de5c34fbb2acd27e21e6d2cf7b886dce0c27388d46c4e6c47ea4318dd"
+checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -591,12 +611,14 @@ dependencies = [
  "futures",
  "image",
  "instant-acme",
- "opentelemetry",
- "opentelemetry-jaeger",
+ "opentelemetry 0.28.0",
+ "opentelemetry-otlp",
+ "opentelemetry_sdk 0.28.0",
  "percent-encoding",
  "rand 0.8.5",
  "rcgen",
  "regex",
+ "ring 0.17.14",
  "rio_api",
  "rio_turtle",
  "rustls 0.20.9",
@@ -606,14 +628,14 @@ dependencies = [
  "serde_json",
  "serde_with",
  "simple-server-timing-header",
- "static-files",
+ "static-files 0.2.5",
  "tantivy",
  "tokio",
  "tracing",
  "tracing-actix-web",
  "tracing-chrome",
  "tracing-log",
- "tracing-opentelemetry",
+ "tracing-opentelemetry 0.29.0",
  "tracing-subscriber",
  "ureq",
  "urlencoding",
@@ -621,6 +643,12 @@ dependencies = [
  "webp",
 ]
 
+[[package]]
+name = "atomic-waker"
+version = "1.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
+
 [[package]]
 name = "atomic_lib"
 version = "0.40.0"
@@ -637,7 +665,7 @@ dependencies = [
  "ntest",
  "rand 0.8.5",
  "regex",
- "ring 0.17.8",
+ "ring 0.17.14",
  "rio_api",
  "rio_turtle",
  "rmp-serde",
@@ -655,15 +683,15 @@ dependencies = [
 
 [[package]]
 name = "autocfg"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "av1-grain"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6678909d8c5d46a42abcf571271e15fdbc0a225e3646cf23762cd415046c78bf"
+checksum = "4f3efb2ca85bc610acfa917b5aaa36f3fcbebed5b3182d7f877b02531c4b80c8"
 dependencies = [
  "anyhow",
  "arrayvec",
@@ -675,23 +703,70 @@ dependencies = [
 
 [[package]]
 name = "avif-serialize"
-version = "0.8.1"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "876c75a42f6364451a033496a14c44bffe41f5f4a8236f697391f11024e596d2"
+checksum = "47c8fbc0f831f4519fe8b810b6a7a91410ec83031b8233f730a0480029f6a23f"
 dependencies = [
  "arrayvec",
 ]
 
+[[package]]
+name = "axum"
+version = "0.7.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "edca88bc138befd0323b20752846e6587272d3b03b0343c8ea28a6f819e6e71f"
+dependencies = [
+ "async-trait",
+ "axum-core",
+ "bytes",
+ "futures-util",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "http-body-util",
+ "itoa 1.0.15",
+ "matchit",
+ "memchr",
+ "mime",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustversion",
+ "serde",
+ "sync_wrapper",
+ "tower 0.5.2",
+ "tower-layer",
+ "tower-service",
+]
+
+[[package]]
+name = "axum-core"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09f2bd6146b97ae3359fa0cc6d6b376d9539582c7b4220f041a33ec24c226199"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "futures-util",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "http-body-util",
+ "mime",
+ "pin-project-lite",
+ "rustversion",
+ "sync_wrapper",
+ "tower-layer",
+ "tower-service",
+]
+
 [[package]]
 name = "backtrace"
-version = "0.3.74"
+version = "0.3.75"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d82cb332cdfaed17ae235a638438ac4d4839913cc2af585c3c6746e8f8bee1a"
+checksum = "6806a6321ec58106fea15becdad98371e28d92ccbc7c8f1b3b6dd724fe8f1002"
 dependencies = [
  "addr2line",
  "cfg-if",
  "libc",
- "miniz_oxide 0.8.0",
+ "miniz_oxide",
  "object",
  "rustc-demangle",
  "windows-targets 0.52.6",
@@ -720,9 +795,9 @@ dependencies = [
 
 [[package]]
 name = "bit_field"
-version = "0.10.2"
+version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc827186963e592360843fb5ba4b973e145841266c1357f7180c43526f2e5b61"
+checksum = "1e4b40c7323adcfc0a41c4b88143ed58346ff65a288fc144329c5c45e05d70c6"
 
 [[package]]
 name = "bitflags"
@@ -732,9 +807,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.6.0"
+version = "2.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b048fb63fd8b5923fc5aa7b340d8e156aec7ec02f0c78fa8a6ddc2613f6f71de"
+checksum = "34efbcccd345379ca2868b2b2c9d3782e9cc58ba87bc7d79d5b53d9c9ae6f25d"
 
 [[package]]
 name = "bitpacking"
@@ -747,9 +822,9 @@ dependencies = [
 
 [[package]]
 name = "bitstream-io"
-version = "2.5.3"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b81e1519b0d82120d2fd469d5bfb2919a9361c48b02d82d04befc1cdd2002452"
+checksum = "6099cdc01846bc367c4e7dd630dc5966dccf36b652fae7a74e17b640411a91b2"
 
 [[package]]
 name = "block-buffer"
@@ -762,9 +837,9 @@ dependencies = [
 
 [[package]]
 name = "brotli"
-version = "6.0.0"
+version = "8.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74f7971dbd9326d58187408ab83117d8ac1bb9c17b085fdacd1cf2f598719b6b"
+checksum = "4bd8b9603c7aa97359dbd97ecf258968c95f3adddd6db2f7e7a5bef101c84560"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -773,9 +848,9 @@ dependencies = [
 
 [[package]]
 name = "brotli-decompressor"
-version = "4.0.1"
+version = "5.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a45bd2e4095a8b518033b128020dd4a55aab1c0a381ba4404a472630f4bc362"
+checksum = "874bb8112abecc98cbd6d81ea4fa7e94fb9449648c93cc89aa40c81c24d7de03"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -783,32 +858,32 @@ dependencies = [
 
 [[package]]
 name = "bstr"
-version = "1.10.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40723b8fb387abc38f4f4a37c09073622e41dd12327033091ef8950659e6dc0c"
+checksum = "234113d19d0d7d613b40e86fb654acf958910802bcceab913a4f9e7cda03b1a4"
 dependencies = [
  "memchr",
- "regex-automata 0.4.8",
+ "regex-automata 0.4.10",
  "serde",
 ]
 
 [[package]]
 name = "built"
-version = "0.7.4"
+version = "0.7.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "236e6289eda5a812bc6b53c3b024039382a2895fbbeef2d748b2931546d392c4"
+checksum = "56ed6191a7e78c36abdb16ab65341eefd73d64d303fffccdbb00d51e4205967b"
 
 [[package]]
 name = "bumpalo"
-version = "3.16.0"
+version = "3.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c"
+checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
 
 [[package]]
 name = "bytemuck"
-version = "1.18.0"
+version = "1.23.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94bbb0ad554ad961ddc5da507a12a29b14e4ae5bda06b19f575a3e6079d2e2ae"
+checksum = "3995eaeebcdf32f91f980d360f78732ddc061097ab4e39991ae7a6ace9194677"
 
 [[package]]
 name = "byteorder"
@@ -824,15 +899,15 @@ checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
 
 [[package]]
 name = "bytes"
-version = "1.7.2"
+version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "428d9aa8fbc0670b7b8d6030a7fadd0f86151cae55e4dbbece15f3780a3dfaf3"
+checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
 
 [[package]]
 name = "bytestring"
-version = "1.3.1"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74d80203ea6b29df88012294f62733de21cfeab47f17b41af3a38bc30a03ee72"
+checksum = "e465647ae23b2823b0753f50decb2d5a86d2bb2cac04788fafd1f80e45378e5f"
 dependencies = [
  "bytes",
 ]
@@ -845,9 +920,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.1.28"
+version = "1.2.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e80e3b6a3ab07840e1cae9b0666a63970dc28e8ed5ffbcdacbfc760c281bfc1"
+checksum = "42bc4aea80032b7bf409b0bc7ccad88853858911b7713a8062fdc0623867bedc"
 dependencies = [
  "jobserver",
  "libc",
@@ -878,9 +953,9 @@ dependencies = [
 
 [[package]]
 name = "cfg-if"
-version = "1.0.0"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+checksum = "2fd1289c04a9ea8cb22300a459a72a385d7c73d3259e2ed7dcb2af674838cfa9"
 
 [[package]]
 name = "change-detection"
@@ -889,14 +964,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "159fa412eae48a1d94d0b9ecdb85c97ce56eb2a347c62394d3fdbf221adabc1a"
 dependencies = [
  "path-matchers",
- "path-slash",
+ "path-slash 0.1.5",
 ]
 
 [[package]]
 name = "chrono"
-version = "0.4.38"
+version = "0.4.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a21f936df1771bf62b77f047b726c4625ff2e8aa607c01ec06e5a05bd8463401"
+checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
 dependencies = [
  "android-tzdata",
  "iana-time-zone",
@@ -904,7 +979,7 @@ dependencies = [
  "num-traits",
  "serde",
  "wasm-bindgen",
- "windows-targets 0.52.6",
+ "windows-link",
 ]
 
 [[package]]
@@ -936,9 +1011,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.19"
+version = "4.5.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7be5744db7978a28d9df86a214130d106a89ce49644cbc4e3f0c22c3fba30615"
+checksum = "2c5e4fcf9c21d2e544ca1ee9d8552de13019a42aa7dbf32747fa7aaf1df76e57"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -946,9 +1021,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.19"
+version = "4.5.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5fbc17d3ef8278f55b282b2a2e75ae6f6c7d4bb70ed3d0382375104bfafdb4b"
+checksum = "fecb53a0e6fcfb055f686001bc2e2592fa527efaf38dbe81a6a9563562e57d41"
 dependencies = [
  "anstream",
  "anstyle",
@@ -958,9 +1033,9 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.5.18"
+version = "4.5.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ac6a0c7b1a9e9a5186361f67dfa1b88213572f427fb9ab038efb2bd8c582dab"
+checksum = "14cb31bb0a7d536caef2639baa7fad459e15c3144efefa6dbd1c84562c4739f6"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -970,9 +1045,9 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.7.2"
+version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1462739cb27611015575c0c11df5df7601141071f07518d56fcc1be504cbec97"
+checksum = "b94f61472cee1439c0b966b47e3aca9ae07e45d070759512cd390ea2bebc6675"
 
 [[package]]
 name = "clipboard-win"
@@ -993,18 +1068,18 @@ checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b"
 
 [[package]]
 name = "colorchoice"
-version = "1.0.2"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3fd119d74b830634cea2a0f58bbd0d54540518a14397557951e79340abc28c0"
+checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
 [[package]]
 name = "colored"
-version = "2.1.0"
+version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbf2150cce219b664a8a70df7a1f933836724b503f8a413af9365b4dcc4d90b8"
+checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c"
 dependencies = [
  "lazy_static",
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1019,15 +1094,15 @@ dependencies = [
 
 [[package]]
 name = "console"
-version = "0.15.8"
+version = "0.15.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e1f83fc076bd6dd27517eacdf25fef6c4dfe5f1d7448bafaaf3a26f13b5e4eb"
+checksum = "054ccb5b10f9f2cbf51eb355ca1d05c2d279ce1804688d0db74b4733a5aeafd8"
 dependencies = [
  "encode_unicode",
- "lazy_static",
  "libc",
- "unicode-width",
- "windows-sys 0.52.0",
+ "once_cell",
+ "unicode-width 0.2.1",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1065,18 +1140,18 @@ checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
 [[package]]
 name = "cpufeatures"
-version = "0.2.14"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "608697df725056feaccfa42cffdaeeec3fccc4ffc38358ecd19b243e716a78e0"
+checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
 dependencies = [
  "libc",
 ]
 
 [[package]]
 name = "crc32fast"
-version = "1.4.2"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3"
+checksum = "9481c1c90cbf2ac953f07c8d4a58aa3945c425b7185c9154d67a65e4230da511"
 dependencies = [
  "cfg-if",
 ]
@@ -1132,18 +1207,18 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.13"
+version = "0.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33480d6946193aa8033910124896ca395333cae7e2d1113d1fef6c3272217df2"
+checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.5"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613f8cc01fe9cf1a3eb3d7f488fd2fa8388403e97039e2f73692932e291a770d"
+checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
 dependencies = [
  "crossbeam-epoch",
  "crossbeam-utils",
@@ -1160,24 +1235,24 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-queue"
-version = "0.3.11"
+version = "0.3.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df0346b5d5e76ac2fe4e327c5fd1118d6be7c51dfb18f9b7922923f287471e35"
+checksum = "0f58bbc28f91df819d0aa2a2c00cd19754769c2fad90579b3592b1c9ba7a3115"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.20"
+version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22ec99545bb0ed0ea7bb9b8e1e9122ea386ff8a48c0922e43f36d45ab09e0e80"
+checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
 [[package]]
 name = "crunchy"
-version = "0.2.2"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
@@ -1218,9 +1293,9 @@ dependencies = [
 
 [[package]]
 name = "darling"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f63b86c8a8826a49b8c21f08a2d07338eec8d900540f8630dc76284be802989"
+checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
 dependencies = [
  "darling_core",
  "darling_macro",
@@ -1228,9 +1303,9 @@ dependencies = [
 
 [[package]]
 name = "darling_core"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95133861a8032aaea082871032f5815eb9e98cef03fa916ab4500513994df9e5"
+checksum = "0d00b9596d185e565c2207a0b01f8bd1a135483d02d9b7b0a54b11da8d53412e"
 dependencies = [
  "fnv",
  "ident_case",
@@ -1242,9 +1317,9 @@ dependencies = [
 
 [[package]]
 name = "darling_macro"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d336a2a514f6ccccaa3e09b02d41d35330c07ddf03a62165fcec10bb561c7806"
+checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core",
  "quote",
@@ -1253,9 +1328,9 @@ dependencies = [
 
 [[package]]
 name = "deranged"
-version = "0.3.11"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b42b6fa04a440b495c8b04d0e71b707c585f83cb9cb28cf8cd0d976c315e31b4"
+checksum = "9c9e6a11ca8224451684bc0d7d5a7adbf8f2fd6887261a1cfc3c0432f9d4068e"
 dependencies = [
  "powerfmt",
  "serde",
@@ -1263,9 +1338,9 @@ dependencies = [
 
 [[package]]
 name = "derive_more"
-version = "0.99.18"
+version = "0.99.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f33878137e4dafd7fa914ad4e259e18a4e8e532b9617a2d0150262bf53abfce"
+checksum = "6edb4b64a43d977b8e99788fe3a04d483834fba1215a7e02caa415b626497f7f"
 dependencies = [
  "convert_case",
  "proc-macro2",
@@ -1274,6 +1349,27 @@ dependencies = [
  "syn 2.0.106",
 ]
 
+[[package]]
+name = "derive_more"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "093242cf7570c207c83073cf82f79706fe7b8317e98620a47d5be7c3d8497678"
+dependencies = [
+ "derive_more-impl",
+]
+
+[[package]]
+name = "derive_more-impl"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bda628edc44c4bb645fbe0f758797143e4e07926f7ebf4e9bdfbd3d2ce621df3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+ "unicode-xid",
+]
+
 [[package]]
 name = "dialoguer"
 version = "0.11.0"
@@ -1283,7 +1379,7 @@ dependencies = [
  "console",
  "shell-words",
  "tempfile",
- "thiserror",
+ "thiserror 1.0.69",
  "zeroize",
 ]
 
@@ -1364,6 +1460,17 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "displaydoc"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "doc-comment"
 version = "0.3.3"
@@ -1384,9 +1491,9 @@ checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
 
 [[package]]
 name = "dtoa"
-version = "1.0.9"
+version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcbb2bf8e87535c23f7a8a321e364ce21462d0ff10cb6407820e8e96dfff6653"
+checksum = "d6add3b8cff394282be81f3fc1a0605db594ed69890078ca6e2cab1c408bcf04"
 
 [[package]]
 name = "dtoa-short"
@@ -1397,6 +1504,12 @@ dependencies = [
  "dtoa",
 ]
 
+[[package]]
+name = "dyn-clone"
+version = "1.0.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
+
 [[package]]
 name = "edit"
 version = "0.1.5"
@@ -1409,21 +1522,21 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.13.0"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
+checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
 
 [[package]]
 name = "encode_unicode"
-version = "0.3.6"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f"
+checksum = "34aa73646ffb006b8f5147f3dc182bd4bcb190227ce861fc4a4844bf8e3cb2c0"
 
 [[package]]
 name = "encoding_rs"
-version = "0.8.34"
+version = "0.8.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b45de904aa0b010bce2ab45264d0631681847fa7b6f2eaa7dab7619943bc4f59"
+checksum = "75030f3c4f45dafd7586dd6780965a8c7e8e285a5ecb86713e63a79c5b2766f3"
 dependencies = [
  "cfg-if",
 ]
@@ -1434,20 +1547,40 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c34f04666d835ff5d62e058c3995147c06f42fe86ff053337632bca83e42702d"
 
+[[package]]
+name = "equator"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4711b213838dfee0117e3be6ac926007d7f433d7bbe33595975d4190cb07e6fc"
+dependencies = [
+ "equator-macro",
+]
+
+[[package]]
+name = "equator-macro"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "equivalent"
-version = "1.0.1"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
+checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
 [[package]]
 name = "errno"
-version = "0.3.9"
+version = "0.3.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba"
+checksum = "778e2ac28f6c47af28e4907f13ffd1e1ddbd400980a9abd7c8df189bf578a5ad"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -1462,15 +1595,14 @@ dependencies = [
 
 [[package]]
 name = "exr"
-version = "1.72.0"
+version = "1.73.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "887d93f60543e9a9362ef8a21beedd0a833c5d9610e18c67abe15a5963dcb1a4"
+checksum = "f83197f59927b46c04a183a619b7c29df34e63e63c7869320862268c0ef687e0"
 dependencies = [
  "bit_field",
- "flume",
  "half",
  "lebe",
- "miniz_oxide 0.7.4",
+ "miniz_oxide",
  "rayon-core",
  "smallvec",
  "zune-inflate",
@@ -1478,15 +1610,15 @@ dependencies = [
 
 [[package]]
 name = "fastdivide"
-version = "0.4.1"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59668941c55e5c186b8b58c391629af56774ec768f73c08bbcd56f09348eb00b"
+checksum = "9afc2bd4d5a73106dd53d10d73d3401c2f32730ba2c0b93ddb888a8983680471"
 
 [[package]]
 name = "fastrand"
-version = "2.1.1"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c02a5121d4ea3eb16a80748c74f5549a5665e4c21333c6098f283870fbdea6"
+checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 
 [[package]]
 name = "fd-lock"
@@ -1495,36 +1627,27 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ef033ed5e9bad94e55838ca0ca906db0e043f517adda0c8b79c7a8c66c93c1b5"
 dependencies = [
  "cfg-if",
- "rustix",
+ "rustix 0.38.44",
  "windows-sys 0.48.0",
 ]
 
 [[package]]
 name = "fdeflate"
-version = "0.3.5"
+version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8090f921a24b04994d9929e204f50b498a33ea6ba559ffaa05e04f7ee7fb5ab"
+checksum = "1e6853b52649d4ac5c0bd02320cddc5ba956bdb407c4b75a2c6b75bf51500f8c"
 dependencies = [
  "simd-adler32",
 ]
 
 [[package]]
 name = "flate2"
-version = "1.0.34"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1b589b4dc103969ad3cf85c950899926ec64300a1a46d76c03a6072957036f0"
+checksum = "4a3d7db9596fecd151c5f638c0ee5d5bd487b6e0ea232e5dc96d5250f6f94b1d"
 dependencies = [
  "crc32fast",
- "miniz_oxide 0.8.0",
-]
-
-[[package]]
-name = "flume"
-version = "0.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55ac459de2512911e4b674ce33cf20befaba382d05b62b008afc1c8b57cbf181"
-dependencies = [
- "spin 0.9.8",
+ "miniz_oxide",
 ]
 
 [[package]]
@@ -1533,11 +1656,17 @@ version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
+[[package]]
+name = "foldhash"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
+
 [[package]]
 name = "form_urlencoded"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
+checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
 dependencies = [
  "percent-encoding",
 ]
@@ -1558,7 +1687,7 @@ version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f7e180ac76c23b45e767bd7ae9579bc0bb458618c4bc71835926e098e61d15f8"
 dependencies = [
- "rustix",
+ "rustix 0.38.44",
  "windows-sys 0.52.0",
 ]
 
@@ -1693,22 +1822,32 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
+checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
- "wasi 0.11.0+wasi-snapshot-preview1",
- "wasm-bindgen",
+ "wasi 0.11.1+wasi-snapshot-preview1",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26145e563e54f2cadc477553f1ec5ee650b00862f0a58bcd12cbdc5f0ea2d2f4"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "r-efi",
+ "wasi 0.14.3+wasi-0.2.4",
 ]
 
 [[package]]
 name = "gif"
-version = "0.13.1"
+version = "0.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fb2d69b19215e18bb912fa30f7ce15846e301408695e44e0ef719f1da9e19f2"
+checksum = "4ae047235e33e2829703574b54fdec96bfbad892062d97fed2f76022287de61b"
 dependencies = [
  "color_quant",
  "weezl",
@@ -1722,23 +1861,42 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f"
 
 [[package]]
 name = "glob"
-version = "0.3.1"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2fabcfbdc87f4758337ca535fb41a6d701b65693ce38287d856d1674551ec9b"
+checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
 
 [[package]]
 name = "h2"
-version = "0.3.26"
+version = "0.3.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81fe527a889e1532da5c525686d96d4c2e74cdd345badf8dfef9f6b39dd5f5e8"
+checksum = "0beca50380b1fc32983fc1cb4587bfa4bb9e78fc259aad4a0032d2080309222d"
 dependencies = [
  "bytes",
  "fnv",
  "futures-core",
  "futures-sink",
  "futures-util",
- "http",
- "indexmap 2.6.0",
+ "http 0.2.12",
+ "indexmap 2.11.0",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tracing",
+]
+
+[[package]]
+name = "h2"
+version = "0.4.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f3c0b69cfcb4e1b9f1bf2f53f95f766e4661169728ec61cd3fe5a0166f2d1386"
+dependencies = [
+ "atomic-waker",
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "http 1.3.1",
+ "indexmap 2.11.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -1747,9 +1905,9 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "2.4.1"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6dd08c532ae367adf81c312a4580bc67f1d0fe8bc9c460520283f4c0ff277888"
+checksum = "459196ed295495a68f7d7fe1d84f6c4b7ff0e21fe3017b2f283c6fac3ad803c9"
 dependencies = [
  "cfg-if",
  "crunchy",
@@ -1772,20 +1930,15 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.14.5"
+version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
+checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
- "ahash",
  "allocator-api2",
+ "equivalent",
+ "foldhash",
 ]
 
-[[package]]
-name = "hashbrown"
-version = "0.15.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e087f84d4f86bf4b218b927129862374b72199ae7d8657835f1e89000eea4fb"
-
 [[package]]
 name = "heck"
 version = "0.5.0"
@@ -1794,15 +1947,9 @@ checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
 name = "hermit-abi"
-version = "0.3.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024"
-
-[[package]]
-name = "hermit-abi"
-version = "0.4.0"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fbf6a919d6cf397374f7dfeeea91d974c7c0a7221d0d0f4f20d859d329e53fcc"
+checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
 
 [[package]]
 name = "hex"
@@ -1812,20 +1959,20 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "home"
-version = "0.5.9"
+version = "0.5.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3d1354bf6b7235cb4a0576c2619fd4ed18183f689b12b006a0ee7329eeff9a5"
+checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
 name = "html2md"
-version = "0.2.14"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be92446e11d68f5d71367d571c229d09ced1f24ab6d08ea0bff329d5f6c0b2a3"
+checksum = "8cff9891f2e0d9048927fbdfc28b11bf378f6a93c7ba70b23d0fbee9af6071b4"
 dependencies = [
- "html5ever",
+ "html5ever 0.27.0",
  "jni",
  "lazy_static",
  "markup5ever_rcdom",
@@ -1841,12 +1988,26 @@ checksum = "bea68cab48b8459f17cf1c944c67ddc572d272d9f2b274140f223ecb1da4a3b7"
 dependencies = [
  "log",
  "mac",
- "markup5ever",
+ "markup5ever 0.11.0",
  "proc-macro2",
  "quote",
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "html5ever"
+version = "0.27.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c13771afe0e6e846f1e67d038d4cb29998a6779f93c809212e4e9c32efd244d4"
+dependencies = [
+ "log",
+ "mac",
+ "markup5ever 0.12.1",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "htmlescape"
 version = "0.3.1"
@@ -1861,7 +2022,18 @@ checksum = "601cbb57e577e2f5ef5be8e7b83f0f63994f25aa94d673e54a92d5c516d101f1"
 dependencies = [
  "bytes",
  "fnv",
- "itoa 1.0.11",
+ "itoa 1.0.15",
+]
+
+[[package]]
+name = "http"
+version = "1.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
+dependencies = [
+ "bytes",
+ "fnv",
+ "itoa 1.0.15",
 ]
 
 [[package]]
@@ -1871,52 +2043,98 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2"
 dependencies = [
  "bytes",
- "http",
+ "http 0.2.12",
  "pin-project-lite",
 ]
 
 [[package]]
-name = "http-range"
-version = "0.1.5"
+name = "http-body"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21dec9db110f5f872ed9699c3ecf50cf16f423502706ba5c72462e28d3157573"
+checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
+dependencies = [
+ "bytes",
+ "http 1.3.1",
+]
 
 [[package]]
-name = "httparse"
-version = "1.9.5"
+name = "http-body-util"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d71d3574edd2771538b901e6549113b4006ece66150fb69c0fb6d9a2adae946"
-
-[[package]]
-name = "httpdate"
+checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
+dependencies = [
+ "bytes",
+ "futures-core",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "http-range"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21dec9db110f5f872ed9699c3ecf50cf16f423502706ba5c72462e28d3157573"
+
+[[package]]
+name = "httparse"
+version = "1.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
+
+[[package]]
+name = "httpdate"
 version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
 [[package]]
 name = "hyper"
-version = "0.14.30"
+version = "0.14.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a152ddd61dfaec7273fe8419ab357f33aee0d914c5f4efbf0d96fa749eea5ec9"
+checksum = "41dfc780fdec9373c01bae43289ea34c972e40ee3c9f6b3c8801a35f35586ce7"
 dependencies = [
  "bytes",
  "futures-channel",
  "futures-core",
  "futures-util",
- "h2",
- "http",
- "http-body",
+ "h2 0.3.27",
+ "http 0.2.12",
+ "http-body 0.4.6",
  "httparse",
  "httpdate",
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "pin-project-lite",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tower-service",
  "tracing",
  "want",
 ]
 
+[[package]]
+name = "hyper"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eb3aa54a13a0dfe7fbe3a59e0c76093041720fdc77b110cc0fc260fafb4dc51e"
+dependencies = [
+ "atomic-waker",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "h2 0.4.12",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "httparse",
+ "httpdate",
+ "itoa 1.0.15",
+ "pin-project-lite",
+ "pin-utils",
+ "smallvec",
+ "tokio",
+ "want",
+]
+
 [[package]]
 name = "hyper-rustls"
 version = "0.24.2"
@@ -1924,14 +2142,51 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec3efd23720e2049821a693cbc7e65ea87c72f1c58ff2f9522ff332b1491e590"
 dependencies = [
  "futures-util",
- "http",
- "hyper",
+ "http 0.2.12",
+ "hyper 0.14.32",
  "rustls 0.21.12",
  "rustls-native-certs",
  "tokio",
  "tokio-rustls 0.24.1",
 ]
 
+[[package]]
+name = "hyper-timeout"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b90d566bffbce6a75bd8b09a05aa8c2cb1fabb6cb348f8840c9e4c90a0d83b0"
+dependencies = [
+ "hyper 1.7.0",
+ "hyper-util",
+ "pin-project-lite",
+ "tokio",
+ "tower-service",
+]
+
+[[package]]
+name = "hyper-util"
+version = "0.1.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d9b05277c7e8da2c93a568989bb6207bef0112e8d17df7a6eda4a3cf143bc5e"
+dependencies = [
+ "base64 0.22.1",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "hyper 1.7.0",
+ "ipnet",
+ "libc",
+ "percent-encoding",
+ "pin-project-lite",
+ "socket2 0.6.0",
+ "tokio",
+ "tower-service",
+ "tracing",
+]
+
 [[package]]
 name = "iai"
 version = "0.1.1"
@@ -1940,14 +2195,15 @@ checksum = "71a816c97c42258aa5834d07590b718b4c9a598944cd39a52dc25b351185d678"
 
 [[package]]
 name = "iana-time-zone"
-version = "0.1.61"
+version = "0.1.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "235e081f3925a06703c2d0117ea8b91f042756fd6e7a6e5d901e8ca1a996b220"
+checksum = "b0c919e5debc312ad217002b8048a17b7d83f80703865bbfcfebb0458b0b27d8"
 dependencies = [
  "android_system_properties",
  "core-foundation-sys",
  "iana-time-zone-haiku",
  "js-sys",
+ "log",
  "wasm-bindgen",
  "windows-core",
 ]
@@ -1961,6 +2217,92 @@ dependencies = [
  "cc",
 ]
 
+[[package]]
+name = "icu_collections"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "200072f5d0e3614556f94a9930d5dc3e0662a652823904c3a75dc3b0af7fee47"
+dependencies = [
+ "displaydoc",
+ "potential_utf",
+ "yoke",
+ "zerofrom",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_locale_core"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0cde2700ccaed3872079a65fb1a78f6c0a36c91570f28755dda67bc8f7d9f00a"
+dependencies = [
+ "displaydoc",
+ "litemap",
+ "tinystr",
+ "writeable",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_normalizer"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "436880e8e18df4d7bbc06d58432329d6458cc84531f7ac5f024e93deadb37979"
+dependencies = [
+ "displaydoc",
+ "icu_collections",
+ "icu_normalizer_data",
+ "icu_properties",
+ "icu_provider",
+ "smallvec",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_normalizer_data"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00210d6893afc98edb752b664b8890f0ef174c8adbb8d0be9710fa66fbbf72d3"
+
+[[package]]
+name = "icu_properties"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "016c619c1eeb94efb86809b015c58f479963de65bdb6253345c1a1276f22e32b"
+dependencies = [
+ "displaydoc",
+ "icu_collections",
+ "icu_locale_core",
+ "icu_properties_data",
+ "icu_provider",
+ "potential_utf",
+ "zerotrie",
+ "zerovec",
+]
+
+[[package]]
+name = "icu_properties_data"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "298459143998310acd25ffe6810ed544932242d3f07083eee1084d83a71bd632"
+
+[[package]]
+name = "icu_provider"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "03c80da27b5f4187909049ee2d72f276f0d9f99a42c306bd0131ecfe04d8e5af"
+dependencies = [
+ "displaydoc",
+ "icu_locale_core",
+ "stable_deref_trait",
+ "tinystr",
+ "writeable",
+ "yoke",
+ "zerofrom",
+ "zerotrie",
+ "zerovec",
+]
+
 [[package]]
 name = "ident_case"
 version = "1.0.1"
@@ -1969,19 +2311,30 @@ checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
 
 [[package]]
 name = "idna"
-version = "0.5.0"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "634d9b1461af396cad843f47fdba5597a4f9e6ddd4bfb6ff5d85028c25cb12f6"
+checksum = "3b0875f23caa03898994f6ddc501886a45c7d3d62d04d2d90788d47be1b1e4de"
 dependencies = [
- "unicode-bidi",
- "unicode-normalization",
+ "idna_adapter",
+ "smallvec",
+ "utf8_iter",
+]
+
+[[package]]
+name = "idna_adapter"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3acae9609540aa318d1bc588455225fb2085b9ed0c4f6bd0d9d5bcd86f1a0344"
+dependencies = [
+ "icu_normalizer",
+ "icu_properties",
 ]
 
 [[package]]
 name = "image"
-version = "0.25.2"
+version = "0.25.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99314c8a2152b8ddb211f924cdae532d8c5e4c8bb54728e12fff1b0cd5963a10"
+checksum = "db35664ce6b9810857a38a906215e75a9c879f0696556a39f59c62829710251a"
 dependencies = [
  "bytemuck",
  "byteorder-lite",
@@ -2002,9 +2355,9 @@ dependencies = [
 
 [[package]]
 name = "image-webp"
-version = "0.1.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f79afb8cbee2ef20f59ccd477a218c12a93943d075b492015ecb1bb81f8ee904"
+checksum = "525e9ff3e1a4be2fbea1fdf0e98686a6d98b4d8f937e1bf7402245af1909e8c3"
 dependencies = [
  "byteorder-lite",
  "quick-error",
@@ -2012,15 +2365,15 @@ dependencies = [
 
 [[package]]
 name = "imgref"
-version = "1.10.1"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44feda355f4159a7c757171a77de25daf6411e217b4cabd03bd6650690468126"
+checksum = "d0263a3d970d5c054ed9312c0057b4f3bde9c0b33836d3637361d4a9e6e7a408"
 
 [[package]]
 name = "impl-more"
-version = "0.1.6"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "206ca75c9c03ba3d4ace2460e57b189f39f43de612c2f85836e65c929701bb2d"
+checksum = "e8a5a9a0ff0086c7a148acb942baaabeadf9504d10400b5a05645853729b9cd2"
 
 [[package]]
 name = "indexmap"
@@ -2035,12 +2388,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.6.0"
+version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "707907fe3c25f5424cce2cb7e1cbcafee6bdbe735ca90ef77c29e84591e5b9da"
+checksum = "f2481980430f9f78649238835720ddccc57e52df14ffce1c6f37391d61b563e9"
 dependencies = [
  "equivalent",
- "hashbrown 0.15.0",
+ "hashbrown 0.15.5",
  "serde",
 ]
 
@@ -2063,21 +2416,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "51e78737dbac1bae14cb5556c9cd7c604886095c59cdb5af71f12a4c59be2b05"
 dependencies = [
  "base64 0.21.7",
- "hyper",
+ "hyper 0.14.32",
  "hyper-rustls",
- "ring 0.17.8",
+ "ring 0.17.14",
  "rustls-pki-types",
  "serde",
  "serde_json",
- "thiserror",
+ "thiserror 1.0.69",
 ]
 
-[[package]]
-name = "integer-encoding"
-version = "3.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
-
 [[package]]
 name = "interpolate_name"
 version = "0.2.4"
@@ -2089,15 +2436,42 @@ dependencies = [
  "syn 2.0.106",
 ]
 
+[[package]]
+name = "io-uring"
+version = "0.7.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "046fa2d4d00aea763528b4950358d0ead425372445dc8ff86312b3c69ff7727b"
+dependencies = [
+ "bitflags 2.9.3",
+ "cfg-if",
+ "libc",
+]
+
+[[package]]
+name = "ipnet"
+version = "2.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
+
+[[package]]
+name = "iri-string"
+version = "0.7.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbc5ebe9c3a1a7a5127f920a418f7585e9e758e911d0466ed004f393b0e380b2"
+dependencies = [
+ "memchr",
+ "serde",
+]
+
 [[package]]
 name = "is-terminal"
-version = "0.4.13"
+version = "0.4.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "261f68e344040fbd0edea105bef17c66edf46f984ddb1115b775ce31be948f4b"
+checksum = "e04d7f318608d35d4b61ddd75cbdaee86b023ebe2bd5a66ee0915f0bf93095a9"
 dependencies = [
- "hermit-abi 0.4.0",
+ "hermit-abi",
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -2124,6 +2498,15 @@ dependencies = [
  "either",
 ]
 
+[[package]]
+name = "itertools"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "0.4.8"
@@ -2132,9 +2515,9 @@ checksum = "b71991ff56294aa922b450139ee08b3bfc70982c6b2c7562771375cf73542dd4"
 
 [[package]]
 name = "itoa"
-version = "1.0.11"
+version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49f1f14873335454500d59611f1cf4a4b0f786f9ac11f4312a78e4cf2566695b"
+checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
 
 [[package]]
 name = "jni"
@@ -2146,7 +2529,7 @@ dependencies = [
  "combine",
  "jni-sys",
  "log",
- "thiserror",
+ "thiserror 1.0.69",
  "walkdir",
 ]
 
@@ -2158,25 +2541,27 @@ checksum = "8eaf4bc02d17cbdd7ff4c7438cafcdf7fb9a4613313ad11b4f8fefe7d3fa0130"
 
 [[package]]
 name = "jobserver"
-version = "0.1.32"
+version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48d1dbcbbeb6a7fec7e059840aa538bd62aaccf972c7346c4d9d2059312853d0"
+checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
 dependencies = [
+ "getrandom 0.3.3",
  "libc",
 ]
 
 [[package]]
 name = "jpeg-decoder"
-version = "0.3.1"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f5d4a7da358eff58addd2877a45865158f0d78c911d43a5784ceb7bbf52833b0"
+checksum = "00810f1d8b74be64b13dbf3db89ac67740615d6c891f0e7b6179326533011a07"
 
 [[package]]
 name = "js-sys"
-version = "0.3.70"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1868808506b929d7b0cfa8f75951347aa71bb21144b7791bae35d9bccfcfe37a"
+checksum = "1cfaf33c695fc6e08064efbc1f72ec937429614f25eef83af942d0e227c3a28f"
 dependencies = [
+ "once_cell",
  "wasm-bindgen",
 ]
 
@@ -2197,7 +2582,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f29e4755b7b995046f510a7520c42b2fed58b77bd94d5a87a8eb43d2fd126da8"
 dependencies = [
  "cssparser",
- "html5ever",
+ "html5ever 0.26.0",
  "indexmap 1.9.3",
  "matches",
  "selectors",
@@ -2235,34 +2620,33 @@ checksum = "0c2cdeb66e45e9f36bfad5bbdb4d2384e70936afbee843c6f6543f0c551ebb25"
 
 [[package]]
 name = "libc"
-version = "0.2.159"
+version = "0.2.175"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "561d97a539a36e26a9a5fad1ea11a3039a67714694aaa379433e580854bc3dc5"
+checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
 
 [[package]]
 name = "libfuzzer-sys"
-version = "0.4.7"
+version = "0.4.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a96cfd5557eb82f2b83fed4955246c988d331975a002961b07c81584d107e7f7"
+checksum = "5037190e1f70cbeef565bd267599242926f724d3b8a9f510fd7e0b540cfa4404"
 dependencies = [
  "arbitrary",
  "cc",
- "once_cell",
 ]
 
 [[package]]
 name = "libm"
-version = "0.2.8"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ec2a862134d2a7d32d7983ddcdd1c4923530833c9f2ea1a44fc5fa473989058"
+checksum = "f9fbbcab51052fe104eb5e5d351cf728d30a5be1fe14d9be8a3b097481fb97de"
 
 [[package]]
 name = "libredox"
-version = "0.1.3"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d"
+checksum = "391290121bad3d37fbddad76d8f5d1c1c314cfc646d143d7e07a3086ddff0ce3"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "libc",
 ]
 
@@ -2278,9 +2662,21 @@ dependencies = [
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.4.14"
+version = "0.4.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
+
+[[package]]
+name = "linux-raw-sys"
+version = "0.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd945864f07fe9f5371a27ad7b52a172b4b499999f1d97574c9fa68373937e12"
+
+[[package]]
+name = "litemap"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78b3ae25bc7c8c38cec158d1f2757ee79e9b3740fbc7ccf0e59e4b08d793fa89"
+checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
 
 [[package]]
 name = "local-channel"
@@ -2301,9 +2697,9 @@ checksum = "4d873d7c67ce09b42110d801813efbc9364414e356be9935700d368351657487"
 
 [[package]]
 name = "lock_api"
-version = "0.4.12"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07af8b9cdd281b7915f413fa73f29ebd5d55d0d3f0155584dade1ff18cea1b17"
+checksum = "96936507f153605bddfcda068dd804796c84324ed2510809e5b2a624c81da765"
 dependencies = [
  "autocfg",
  "scopeguard",
@@ -2311,9 +2707,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.22"
+version = "0.4.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7a70ba024b9dc04c27ea2f0c0548feb474ec5c54bba33a7f72f873a39d07b24"
+checksum = "13dc2df351e3202783a1fe0d44375f7295ffb4049267b0f3018346dc122a1d94"
 
 [[package]]
 name = "lol_html"
@@ -2321,7 +2717,7 @@ version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a4629ff9c2deeb7aad9b2d0f379fc41937a02f3b739f007732c46af40339dee5"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "cfg-if",
  "cssparser",
  "encoding_rs",
@@ -2331,7 +2727,7 @@ dependencies = [
  "memchr",
  "mime",
  "selectors",
- "thiserror",
+ "thiserror 1.0.69",
 ]
 
 [[package]]
@@ -2345,18 +2741,18 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.12.4"
+version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37ee39891760e7d94734f6f63fedc29a2e4a152f836120753a72503f09fcf904"
+checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
 dependencies = [
- "hashbrown 0.14.5",
+ "hashbrown 0.15.5",
 ]
 
 [[package]]
 name = "lz4_flex"
-version = "0.11.3"
+version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75761162ae2b0e580d7e7c390558127e5f01b4194debd6221fd8c207fc80e3f5"
+checksum = "08ab2867e3eeeca90e844d1940eab391c9dc5228783db2ed999acbc0a9ed375a"
 
 [[package]]
 name = "mac"
@@ -2378,14 +2774,28 @@ dependencies = [
  "tendril",
 ]
 
+[[package]]
+name = "markup5ever"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16ce3abbeba692c8b8441d036ef91aea6df8da2c6b6e21c7e14d3c18e526be45"
+dependencies = [
+ "log",
+ "phf 0.11.3",
+ "phf_codegen 0.11.3",
+ "string_cache",
+ "string_cache_codegen",
+ "tendril",
+]
+
 [[package]]
 name = "markup5ever_rcdom"
-version = "0.2.0"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9521dd6750f8e80ee6c53d65e2e4656d7de37064f3a7a5d2d11d05df93839c2"
+checksum = "edaa21ab3701bfee5099ade5f7e1f84553fd19228cf332f13cd6e964bf59be18"
 dependencies = [
- "html5ever",
- "markup5ever",
+ "html5ever 0.27.0",
+ "markup5ever 0.12.1",
  "tendril",
  "xml5ever",
 ]
@@ -2405,6 +2815,12 @@ version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2532096657941c2fea9c289d370a250971c689d4f143798ff67113ec042024a5"
 
+[[package]]
+name = "matchit"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94"
+
 [[package]]
 name = "maybe-rayon"
 version = "0.1.1"
@@ -2412,6 +2828,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ea1f30cedd69f0a2954655f7188c6a834246d2bcf1e315e2ac40c4b24dc9519"
 dependencies = [
  "cfg-if",
+ "rayon",
 ]
 
 [[package]]
@@ -2426,15 +2843,15 @@ dependencies = [
 
 [[package]]
 name = "memchr"
-version = "2.7.4"
+version = "2.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
+checksum = "32a282da65faaf38286cf3be983213fcf1d2e2a58700e808f83f4ea9a4804bc0"
 
 [[package]]
 name = "memmap2"
-version = "0.9.5"
+version = "0.9.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd3f7eed9d3848f8b98834af67102b720745c4ec028fcd0aa0239277e7de374f"
+checksum = "843a98750cd611cc2965a8213b53b43e715f13c37a9e096c6408e69990961db7"
 dependencies = [
  "libc",
 ]
@@ -2472,18 +2889,9 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8a240ddb74feaf34a79a7add65a741f3167852fba007066dcac1ca548d89c08"
-dependencies = [
- "adler",
-]
-
-[[package]]
-name = "miniz_oxide"
-version = "0.8.0"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2d80299ef12ff69b16a84bb182e3b9df68b5a91574d3d4fa6e41b65deec4df1"
+checksum = "1fa76a2c86f704bdb222d66965fb3d63269ce38518b83cb0575fca855ebb6316"
 dependencies = [
  "adler2",
  "simd-adler32",
@@ -2491,15 +2899,14 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.0.2"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "80e04d1dcff3aae0704555fe5fee3bcfaf3d1fdf8a7e521d5b9d2b42acb52cec"
+checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
 dependencies = [
- "hermit-abi 0.3.9",
  "libc",
  "log",
- "wasi 0.11.0+wasi-snapshot-preview1",
- "windows-sys 0.52.0",
+ "wasi 0.11.1+wasi-snapshot-preview1",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -2666,123 +3073,163 @@ dependencies = [
 
 [[package]]
 name = "num_cpus"
-version = "1.16.0"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
+checksum = "91df4bbde75afed763b708b7eee1e8e7651e02d97f6d5dd763e89367e957b23b"
 dependencies = [
- "hermit-abi 0.3.9",
+ "hermit-abi",
  "libc",
 ]
 
 [[package]]
 name = "object"
-version = "0.36.5"
+version = "0.36.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aedf0a2d09c573ed1d8d85b30c119153926a2b36dce0ab28322c09a117a4683e"
+checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "once_cell"
-version = "1.20.2"
+version = "1.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+
+[[package]]
+name = "once_cell_polyfill"
+version = "1.70.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775"
+checksum = "a4895175b425cb1f87721b59f0f286c2092bd4af812243672510e1ac53e2e0ad"
 
 [[package]]
 name = "oneshot"
-version = "0.1.8"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e296cf87e61c9cfc1a61c3c63a0f7f286ed4554e0e22be84e8a38e1d264a2a29"
+checksum = "b4ce411919553d3f9fa53a0880544cda985a112117a0444d5ff1e870a893d6ea"
 
 [[package]]
 name = "oorandom"
-version = "11.1.4"
+version = "11.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b410bbe7e14ab526a0e86877eb47c6996a2bd7746f027ba551028c925390e4e9"
+checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
 
 [[package]]
 name = "openssl-probe"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
 
 [[package]]
 name = "opentelemetry"
-version = "0.21.0"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e32339a5dc40459130b3bd269e9892439f55b33e772d2a9d402a789baaf4e8a"
+checksum = "236e667b670a5cdf90c258f5a55794ec5ac5027e960c224bff8367a59e1e6426"
 dependencies = [
  "futures-core",
  "futures-sink",
- "indexmap 2.6.0",
  "js-sys",
- "once_cell",
  "pin-project-lite",
- "thiserror",
- "urlencoding",
+ "thiserror 2.0.16",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry"
+version = "0.29.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e87237e2775f74896f9ad219d26a2081751187eb7c9f5c58dde20a23b95d16c"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+ "js-sys",
+ "pin-project-lite",
+ "thiserror 2.0.16",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry-http"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8863faf2910030d139fb48715ad5ff2f35029fc5f244f6d5f689ddcf4d26253"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "http 1.3.1",
+ "opentelemetry 0.28.0",
+ "reqwest",
+ "tracing",
 ]
 
 [[package]]
-name = "opentelemetry-jaeger"
-version = "0.20.0"
+name = "opentelemetry-otlp"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e617c66fd588e40e0dbbd66932fdc87393095b125d4459b1a3a10feb1712f8a1"
+checksum = "5bef114c6d41bea83d6dc60eb41720eedd0261a67af57b66dd2b84ac46c01d91"
 dependencies = [
  "async-trait",
  "futures-core",
- "futures-util",
- "opentelemetry",
- "opentelemetry-semantic-conventions",
- "opentelemetry_sdk",
- "thrift",
+ "http 1.3.1",
+ "opentelemetry 0.28.0",
+ "opentelemetry-http",
+ "opentelemetry-proto",
+ "opentelemetry_sdk 0.28.0",
+ "prost",
+ "reqwest",
+ "thiserror 2.0.16",
+ "tokio",
+ "tonic",
+ "tracing",
 ]
 
 [[package]]
-name = "opentelemetry-semantic-conventions"
-version = "0.13.0"
+name = "opentelemetry-proto"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f5774f1ef1f982ef2a447f6ee04ec383981a3ab99c8e77a1a7b30182e65bbc84"
+checksum = "56f8870d3024727e99212eb3bb1762ec16e255e3e6f58eeb3dc8db1aa226746d"
 dependencies = [
- "opentelemetry",
+ "opentelemetry 0.28.0",
+ "opentelemetry_sdk 0.28.0",
+ "prost",
+ "tonic",
 ]
 
 [[package]]
 name = "opentelemetry_sdk"
-version = "0.21.2"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f16aec8a98a457a52664d69e0091bac3a0abd18ead9b641cb00202ba4e0efe4"
+checksum = "84dfad6042089c7fc1f6118b7040dc2eb4ab520abbf410b79dc481032af39570"
 dependencies = [
  "async-trait",
- "crossbeam-channel",
  "futures-channel",
  "futures-executor",
  "futures-util",
  "glob",
- "once_cell",
- "opentelemetry",
- "ordered-float 4.6.0",
+ "opentelemetry 0.28.0",
  "percent-encoding",
  "rand 0.8.5",
- "thiserror",
-]
-
-[[package]]
-name = "ordered-float"
-version = "2.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68f19d67e5a2795c94e73e0bb1cc1a7edeb2e28efd39e2e1c9b7a40c1108b11c"
-dependencies = [
- "num-traits",
+ "serde_json",
+ "thiserror 2.0.16",
+ "tokio",
+ "tokio-stream",
+ "tracing",
 ]
 
 [[package]]
-name = "ordered-float"
-version = "4.6.0"
+name = "opentelemetry_sdk"
+version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
+checksum = "afdefb21d1d47394abc1ba6c57363ab141be19e27cc70d0e422b7f303e4d290b"
 dependencies = [
- "num-traits",
+ "futures-channel",
+ "futures-executor",
+ "futures-util",
+ "glob",
+ "opentelemetry 0.29.1",
+ "percent-encoding",
+ "rand 0.9.2",
+ "thiserror 2.0.16",
 ]
 
 [[package]]
@@ -2811,9 +3258,9 @@ dependencies = [
 
 [[package]]
 name = "oxiri"
-version = "0.2.5"
+version = "0.2.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1584efc0f222d0fc8f31e6c229b8fd93f69280aab398828f0dbce3957178a1ac"
+checksum = "54b4ed3a7192fa19f5f48f99871f2755047fabefd7f222f12a1df1773796a102"
 
 [[package]]
 name = "parking_lot"
@@ -2828,12 +3275,12 @@ dependencies = [
 
 [[package]]
 name = "parking_lot"
-version = "0.12.3"
+version = "0.12.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1bf18183cf54e8d6059647fc3063646a1801cf30896933ec2311622cc4b9a27"
+checksum = "70d58bf43669b5795d1576d0641cfb6fbb2057bf629506267a92807158584a13"
 dependencies = [
  "lock_api",
- "parking_lot_core 0.9.10",
+ "parking_lot_core 0.9.11",
 ]
 
 [[package]]
@@ -2852,13 +3299,13 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.10"
+version = "0.9.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e401f977ab385c9e4e3ab30627d6f26d00e2c73eef317493c4ec6d468726cf8"
+checksum = "bc838d2a56b5b1a6c25f55575dfc605fabb63bb2365f6c2353ef9159aa69e4a5"
 dependencies = [
  "cfg-if",
  "libc",
- "redox_syscall 0.5.7",
+ "redox_syscall 0.5.17",
  "smallvec",
  "windows-targets 0.52.6",
 ]
@@ -2891,10 +3338,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "498a099351efa4becc6a19c72aa9270598e8fd274ca47052e37455241c88b696"
 
 [[package]]
-name = "pem"
-version = "3.0.4"
+name = "path-slash"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e91099d4268b0e11973f036e885d652fb0b21fedcf69738c627f94db6a44f42"
+
+[[package]]
+name = "pem"
+version = "3.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e459365e590736a54c3fa561947c84837534b8e9af6fc5bf781307e82658fae"
+checksum = "38af38e8470ac9dee3ce1bae1af9c1671fffc44ddfd8bd1d0a3445bf349a8ef3"
 dependencies = [
  "base64 0.22.1",
  "serde",
@@ -2902,9 +3355,9 @@ dependencies = [
 
 [[package]]
 name = "percent-encoding"
-version = "2.3.1"
+version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
+checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "phf"
@@ -2926,6 +3379,15 @@ dependencies = [
  "phf_shared 0.10.0",
 ]
 
+[[package]]
+name = "phf"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
+dependencies = [
+ "phf_shared 0.11.3",
+]
+
 [[package]]
 name = "phf_codegen"
 version = "0.8.0"
@@ -2946,6 +3408,16 @@ dependencies = [
  "phf_shared 0.10.0",
 ]
 
+[[package]]
+name = "phf_codegen"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aef8048c789fa5e851558d709946d6d79a8ff88c0440c587967f8e94bfb1216a"
+dependencies = [
+ "phf_generator 0.11.3",
+ "phf_shared 0.11.3",
+]
+
 [[package]]
 name = "phf_generator"
 version = "0.8.0"
@@ -2966,6 +3438,16 @@ dependencies = [
  "rand 0.8.5",
 ]
 
+[[package]]
+name = "phf_generator"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
+dependencies = [
+ "phf_shared 0.11.3",
+ "rand 0.8.5",
+]
+
 [[package]]
 name = "phf_macros"
 version = "0.8.0"
@@ -2986,7 +3468,7 @@ version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c00cf8b9eafe68dde5e9eaa2cef8ee84a9336a47d566ec55ca16589633b65af7"
 dependencies = [
- "siphasher",
+ "siphasher 0.3.11",
 ]
 
 [[package]]
@@ -2995,23 +3477,32 @@ version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6796ad771acdc0123d2a88dc428b5e38ef24456743ddb1744ed628f9815c096"
 dependencies = [
- "siphasher",
+ "siphasher 0.3.11",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
+dependencies = [
+ "siphasher 1.0.1",
 ]
 
 [[package]]
 name = "pin-project"
-version = "1.1.6"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf123a161dde1e524adf36f90bc5d8d3462824a9c43553ad07a8183161189ec"
+checksum = "677f1add503faace112b9f1373e43e9e054bfdd22ff1a63c1bc485eaec6a6a8a"
 dependencies = [
  "pin-project-internal",
 ]
 
 [[package]]
 name = "pin-project-internal"
-version = "1.1.6"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4502d8515ca9f32f1fb543d987f63d95a14934883db45bdb48060b6b69257f8"
+checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3020,9 +3511,9 @@ dependencies = [
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.14"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bda66fc9667c18cb2758a2ac84d1167245054bcf85d5d1aaa6923f45801bdd02"
+checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
 [[package]]
 name = "pin-utils"
@@ -3032,9 +3523,9 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
 [[package]]
 name = "pkg-config"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "953ec861398dccce10c670dfeaf3ec4911ca479e9c02154b3a215178c5f566f2"
+checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
 [[package]]
 name = "plotters"
@@ -3066,15 +3557,24 @@ dependencies = [
 
 [[package]]
 name = "png"
-version = "0.17.14"
+version = "0.17.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52f9d46a34a05a6a57566bc2bfae066ef07585a6e3fa30fbbdff5936380623f0"
+checksum = "82151a2fc869e011c153adc57cf2789ccb8d9906ce52c0b39a6b5697749d7526"
 dependencies = [
  "bitflags 1.3.2",
  "crc32fast",
  "fdeflate",
  "flate2",
- "miniz_oxide 0.8.0",
+ "miniz_oxide",
+]
+
+[[package]]
+name = "potential_utf"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "84df19adbe5b5a0782edcab45899906947ab039ccf4573713735ee7de1e6b08a"
+dependencies = [
+ "zerovec",
 ]
 
 [[package]]
@@ -3085,9 +3585,9 @@ checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
 [[package]]
 name = "ppv-lite86"
-version = "0.2.20"
+version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77957b295656769bb8ad2b6a6b09d897d94f05c41b069aede1fcdaa675eaea04"
+checksum = "85eae3c4ed2f50dcfe72643da4befc30deadb458a9b590d720cde2f2b1e97da9"
 dependencies = [
  "zerocopy",
 ]
@@ -3100,9 +3600,9 @@ checksum = "925383efa346730478fb4838dbe9137d2a47675ad789c546d150a6e1dd4ab31c"
 
 [[package]]
 name = "predicates"
-version = "3.1.2"
+version = "3.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e9086cc7640c29a356d1a29fd134380bee9d8f79a17410aa76e7ad295f42c97"
+checksum = "a5d19ee57562043d37e82899fade9a22ebab7be9cef5026b07fda9cdd4293573"
 dependencies = [
  "anstyle",
  "difflib",
@@ -3111,15 +3611,15 @@ dependencies = [
 
 [[package]]
 name = "predicates-core"
-version = "1.0.8"
+version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae8177bee8e75d6846599c6b9ff679ed51e882816914eec639944d7c9aa11931"
+checksum = "727e462b119fe9c93fd0eb1429a5f7647394014cf3c04ab2c0350eeb09095ffa"
 
 [[package]]
 name = "predicates-tree"
-version = "1.0.11"
+version = "1.0.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41b740d195ed3166cd147c8047ec98db0e22ec019eb8eeb76d343b795304fb13"
+checksum = "72dd2d6d381dfb73a193c7fca536518d7caee39fc8503f74e7dc0be0531b425c"
 dependencies = [
  "predicates-core",
  "termtree",
@@ -3127,9 +3627,9 @@ dependencies = [
 
 [[package]]
 name = "proc-macro-crate"
-version = "3.2.0"
+version = "3.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ecf48c7ca261d60b74ab1a7b20da18bede46776b2e55535cb958eb595c5fa7b"
+checksum = "edce586971a4dfaa28950c6f18ed55e0406c1ab88bbce2c6f6293a7aaba73d35"
 dependencies = [
  "toml_edit",
 ]
@@ -3151,18 +3651,18 @@ dependencies = [
 
 [[package]]
 name = "profiling"
-version = "1.0.15"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43d84d1d7a6ac92673717f9f6d1518374ef257669c24ebc5ac25d5033828be58"
+checksum = "3eb8486b569e12e2c32ad3e204dbaba5e4b5b216e9367044f25f1dba42341773"
 dependencies = [
  "profiling-procmacros",
 ]
 
 [[package]]
 name = "profiling-procmacros"
-version = "1.0.15"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8021cf59c8ec9c432cfc2526ac6b8aa508ecaf29cd415f271b8406c1b851c3fd"
+checksum = "52717f9a02b6965224f95ca2a81e2e0c5c43baacd28ca057577988930b6c3d5b"
 dependencies = [
  "quote",
  "syn 2.0.106",
@@ -3177,6 +3677,29 @@ dependencies = [
  "rustyline",
 ]
 
+[[package]]
+name = "prost"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+dependencies = [
+ "bytes",
+ "prost-derive",
+]
+
+[[package]]
+name = "prost-derive"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+dependencies = [
+ "anyhow",
+ "itertools 0.14.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "qoi"
 version = "0.4.1"
@@ -3194,13 +3717,19 @@ checksum = "a993555f31e5a609f617c12db6250dedcac1b0a85076912c436e6fc9b2c8e6a3"
 
 [[package]]
 name = "quote"
-version = "1.0.37"
+version = "1.0.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af"
+checksum = "1885c039570dc00dcb4ff087a89e185fd56bae234ddc7f056a945bf36467248d"
 dependencies = [
  "proc-macro2",
 ]
 
+[[package]]
+name = "r-efi"
+version = "5.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
+
 [[package]]
 name = "radix_trie"
 version = "0.2.1"
@@ -3236,6 +3765,16 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
+[[package]]
+name = "rand"
+version = "0.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6db2770f06117d490610c7488547d543617b21bfa07796d7a12f6f1bd53850d1"
+dependencies = [
+ "rand_chacha 0.9.0",
+ "rand_core 0.9.3",
+]
+
 [[package]]
 name = "rand_chacha"
 version = "0.2.2"
@@ -3256,6 +3795,16 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
+[[package]]
+name = "rand_chacha"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
+dependencies = [
+ "ppv-lite86",
+ "rand_core 0.9.3",
+]
+
 [[package]]
 name = "rand_core"
 version = "0.5.1"
@@ -3271,7 +3820,16 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom 0.2.15",
+ "getrandom 0.2.16",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
+dependencies = [
+ "getrandom 0.3.3",
 ]
 
 [[package]]
@@ -3332,30 +3890,31 @@ dependencies = [
  "rand_chacha 0.3.1",
  "simd_helpers",
  "system-deps",
- "thiserror",
+ "thiserror 1.0.69",
  "v_frame",
  "wasm-bindgen",
 ]
 
 [[package]]
 name = "ravif"
-version = "0.11.10"
+version = "0.11.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8f0bfd976333248de2078d350bfdf182ff96e168a24d23d2436cef320dd4bdd"
+checksum = "5825c26fddd16ab9f515930d49028a630efec172e903483c94796cfe31893e6b"
 dependencies = [
  "avif-serialize",
  "imgref",
  "loop9",
  "quick-error",
  "rav1e",
+ "rayon",
  "rgb",
 ]
 
 [[package]]
 name = "rayon"
-version = "1.10.0"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
+checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
 dependencies = [
  "either",
  "rayon-core",
@@ -3363,9 +3922,9 @@ dependencies = [
 
 [[package]]
 name = "rayon-core"
-version = "1.12.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2"
+checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
 dependencies = [
  "crossbeam-deque",
  "crossbeam-utils",
@@ -3378,7 +3937,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "48406db8ac1f3cbc7dcdb56ec355343817958a356ff430259bb07baf7607e1e1"
 dependencies = [
  "pem",
- "ring 0.17.8",
+ "ring 0.17.14",
  "time",
  "yasna",
 ]
@@ -3394,11 +3953,11 @@ dependencies = [
 
 [[package]]
 name = "redox_syscall"
-version = "0.5.7"
+version = "0.5.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b6dfecf2c74bce2466cabf93f6664d6998a69eb21e39f4207930065b27b771f"
+checksum = "5407465600fb0548f1442edf71dd20683c6ed326200ace4b1ef0763521bb3b77"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
 ]
 
 [[package]]
@@ -3407,21 +3966,41 @@ version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ba009ff324d1fc1b900bd1fdb31564febe58a8ccc8a6fdbb93b543d33b13ca43"
 dependencies = [
- "getrandom 0.2.15",
+ "getrandom 0.2.16",
  "libredox",
- "thiserror",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "ref-cast"
+version = "1.0.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4a0ae411dbe946a674d89546582cea4ba2bb8defac896622d6496f14c23ba5cf"
+dependencies = [
+ "ref-cast-impl",
+]
+
+[[package]]
+name = "ref-cast-impl"
+version = "1.0.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1165225c21bff1f3bbce98f5a1f889949bc902d3575308cc7b0de30b4f6d27c7"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.0"
+version = "1.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38200e5ee88914975b69f657f0801b6f6dccafd44fd9326302a4aaeecfacb1d8"
+checksum = "23d7fd106d8c02486a8d64e778353d1cffe08ce79ac2e82f540c86d0facf6912"
 dependencies = [
  "aho-corasick",
  "memchr",
- "regex-automata 0.4.8",
- "regex-syntax 0.8.5",
+ "regex-automata 0.4.10",
+ "regex-syntax 0.8.6",
 ]
 
 [[package]]
@@ -3435,20 +4014,20 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.8"
+version = "0.4.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "368758f23274712b504848e9d5a6f010445cc8b87a7cdb4d7cbee666c1288da3"
+checksum = "6b9458fa0bfeeac22b5ca447c63aaf45f28439a709ccd244698632f9aa6394d6"
 dependencies = [
  "aho-corasick",
  "memchr",
- "regex-syntax 0.8.5",
+ "regex-syntax 0.8.6",
 ]
 
 [[package]]
 name = "regex-lite"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53a49587ad06b26609c52e423de037e7f57f20d53535d66e08c695f347df952a"
+checksum = "943f41321c63ef1c92fd763bfe054d2668f7f225a5c29f0105903dc2fc04ba30"
 
 [[package]]
 name = "regex-syntax"
@@ -3458,19 +4037,50 @@ checksum = "f162c6dd7b008981e4d40210aca20b4bd0f9b60ca9271061b07f78537722f2e1"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.5"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
+checksum = "caf4aa5b0f434c91fe5c7f1ecb6a5ece2130b02ad2a590589dda5146df959001"
 
 [[package]]
-name = "rgb"
-version = "0.8.50"
+name = "reqwest"
+version = "0.12.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57397d16646700483b67d2dd6511d79318f9d057fdbd21a4066aeac8b41d310a"
+checksum = "d429f34c8092b2d42c7c93cec323bb4adeb7c67698f70839adec842ec10c7ceb"
 dependencies = [
- "bytemuck",
+ "base64 0.22.1",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "http-body-util",
+ "hyper 1.7.0",
+ "hyper-util",
+ "js-sys",
+ "log",
+ "percent-encoding",
+ "pin-project-lite",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "sync_wrapper",
+ "tokio",
+ "tower 0.5.2",
+ "tower-http",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
 ]
 
+[[package]]
+name = "rgb"
+version = "0.8.52"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c6a884d2998352bb4daf0183589aec883f16a6da1f4dde84d8e2e9a5409a1ce"
+
 [[package]]
 name = "ring"
 version = "0.16.20"
@@ -3480,7 +4090,7 @@ dependencies = [
  "cc",
  "libc",
  "once_cell",
- "spin 0.5.2",
+ "spin",
  "untrusted 0.7.1",
  "web-sys",
  "winapi",
@@ -3488,15 +4098,14 @@ dependencies = [
 
 [[package]]
 name = "ring"
-version = "0.17.8"
+version = "0.17.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c17fa4cb658e3583423e915b9f3acc01cceaee1860e33d59ebae66adc3a2dc0d"
+checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.15",
+ "getrandom 0.2.16",
  "libc",
- "spin 0.9.8",
  "untrusted 0.9.0",
  "windows-sys 0.52.0",
 ]
@@ -3552,9 +4161,9 @@ dependencies = [
 
 [[package]]
 name = "rustc-demangle"
-version = "0.1.24"
+version = "0.1.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "719b953e2095829ee67db738b3bfa9fa368c94900df327b3f07fe6e794d2fe1f"
+checksum = "56f7d92ca342cea22a06f2121d944b4fd82af56988c270852495420f961d4ace"
 
 [[package]]
 name = "rustc-hash"
@@ -3573,15 +4182,28 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.37"
+version = "0.38.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8acb788b847c24f28525660c4d7758620a7210875711f79e7f663cc152726811"
+checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "errno",
  "libc",
- "linux-raw-sys",
- "windows-sys 0.52.0",
+ "linux-raw-sys 0.4.15",
+ "windows-sys 0.59.0",
+]
+
+[[package]]
+name = "rustix"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11181fbabf243db407ef8df94a6ce0b2f9a733bd8be4ad02b4eda9602296cac8"
+dependencies = [
+ "bitflags 2.9.3",
+ "errno",
+ "libc",
+ "linux-raw-sys 0.9.4",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -3602,22 +4224,22 @@ version = "0.21.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f56a14d1f48b391359b22f731fd4bd7e43c97f3c50eee276f3aa09c94784d3e"
 dependencies = [
- "ring 0.17.8",
+ "ring 0.17.14",
  "rustls-webpki 0.101.7",
  "sct",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.23.14"
+version = "0.23.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "415d9944693cb90382053259f89fbb077ea730ad7273047ec63b19bc9b160ba8"
+checksum = "c0ebcbd2f03de0fc1122ad9bb24b127a5a6cd51d72604a3f3c50ac459762b6cc"
 dependencies = [
  "log",
  "once_cell",
- "ring 0.17.8",
+ "ring 0.17.14",
  "rustls-pki-types",
- "rustls-webpki 0.102.8",
+ "rustls-webpki 0.103.4",
  "subtle",
  "zeroize",
 ]
@@ -3645,9 +4267,12 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.9.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e696e35370c65c9c541198af4543ccd580cf17fc25d8e05c5a242b202488c55"
+checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
+dependencies = [
+ "zeroize",
+]
 
 [[package]]
 name = "rustls-webpki"
@@ -3655,21 +4280,27 @@ version = "0.101.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b6275d1ee7a1cd780b64aca7726599a1dbc893b1e64144529e55c3c2f745765"
 dependencies = [
- "ring 0.17.8",
+ "ring 0.17.14",
  "untrusted 0.9.0",
 ]
 
 [[package]]
 name = "rustls-webpki"
-version = "0.102.8"
+version = "0.103.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64ca1bc8749bd4cf37b5ce386cc146580777b4e8572c7b97baf22c83f444bee9"
+checksum = "0a17884ae0c1b773f1ccd2bd4a8c72f16da897310a98b0e84bf349ad5ead92fc"
 dependencies = [
- "ring 0.17.8",
+ "ring 0.17.14",
  "rustls-pki-types",
  "untrusted 0.9.0",
 ]
 
+[[package]]
+name = "rustversion"
+version = "1.0.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
+
 [[package]]
 name = "rustyline"
 version = "9.1.2"
@@ -3689,16 +4320,16 @@ dependencies = [
  "scopeguard",
  "smallvec",
  "unicode-segmentation",
- "unicode-width",
+ "unicode-width 0.1.14",
  "utf8parse",
  "winapi",
 ]
 
 [[package]]
 name = "ryu"
-version = "1.0.18"
+version = "1.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f"
+checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
 
 [[package]]
 name = "ryu-js"
@@ -3727,13 +4358,37 @@ dependencies = [
 
 [[package]]
 name = "schannel"
-version = "0.1.26"
+version = "0.1.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01227be5826fa0690321a2ba6c5cd57a19cf3f6a09e76973b58e61de6ab9d1c1"
+checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d"
 dependencies = [
  "windows-sys 0.59.0",
 ]
 
+[[package]]
+name = "schemars"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd191f9397d57d581cddd31014772520aa448f65ef991055d7f61582c65165f"
+dependencies = [
+ "dyn-clone",
+ "ref-cast",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "schemars"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "82d20c4491bc164fa2f6c5d44565947a52ad80b9505d8e36f8d54c27c739fcd0"
+dependencies = [
+ "dyn-clone",
+ "ref-cast",
+ "serde",
+ "serde_json",
+]
+
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
@@ -3746,7 +4401,7 @@ version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "da046153aa2352493d6cb7da4b6e5c0c057d8a1d0a9aa8560baffdd945acd414"
 dependencies = [
- "ring 0.17.8",
+ "ring 0.17.14",
  "untrusted 0.9.0",
 ]
 
@@ -3756,7 +4411,7 @@ version = "2.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.9.3",
  "core-foundation",
  "core-foundation-sys",
  "libc",
@@ -3765,9 +4420,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework-sys"
-version = "2.12.0"
+version = "2.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea4a292869320c0272d7bc55a5a6aafaff59b4f63404a003887b679a2e05b4b6"
+checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -3781,7 +4436,7 @@ checksum = "df320f1889ac4ba6bc0cdc9c9af7af4bd64bb927bccdf32d81140dc1f9be12fe"
 dependencies = [
  "bitflags 1.3.2",
  "cssparser",
- "derive_more",
+ "derive_more 0.99.20",
  "fxhash",
  "log",
  "matches",
@@ -3795,24 +4450,24 @@ dependencies = [
 
 [[package]]
 name = "semver"
-version = "1.0.23"
+version = "1.0.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61697e0a1c7e512e84a621326239844a24d8207b4669b41bc18b32ea5cbf988b"
+checksum = "56e6fa9c48d24d85fb3de5ad847117517440f6beceb7798af16b4a87d616b8d0"
 
 [[package]]
 name = "serde"
-version = "1.0.210"
+version = "1.0.219"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8e3592472072e6e22e0a54d5904d9febf8508f65fb8552499a1abc7d1078c3a"
+checksum = "5f0e2c6ed6606019b4e29e69dbaba95b11854410e5347d525002456dbbb786b6"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.210"
+version = "1.0.219"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "243902eda00fad750862fc144cea25caca5e20d615af0a81bee94ca738f1df1f"
+checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3832,11 +4487,11 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.128"
+version = "1.0.143"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ff5456707a1de34e7e37f2a6fd3d3f808c318259cbd01ab6377795054b483d8"
+checksum = "d401abef1d108fbd9cbaebc3e46611f4b1021f714a0597a71f41ee463f5f4a5a"
 dependencies = [
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "memchr",
  "ryu",
  "serde",
@@ -3853,9 +4508,9 @@ dependencies = [
 
 [[package]]
 name = "serde_spanned"
-version = "0.6.8"
+version = "0.6.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87607cb1398ed59d48732e575a4c28a7a8ebf2454b964fe3f224f2afc07909e1"
+checksum = "bf41e0cfaf7226dca15e8197172c295a782857fcb97fad1808a166870dee75a3"
 dependencies = [
  "serde",
 ]
@@ -3867,22 +4522,24 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d3491c14715ca2294c4d6a88f15e84739788c1d030eed8c110436aafdaa2f3fd"
 dependencies = [
  "form_urlencoded",
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "ryu",
  "serde",
 ]
 
 [[package]]
 name = "serde_with"
-version = "3.11.0"
+version = "3.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e28bdad6db2b8340e449f7108f020b3b092e8583a9e3fb82713e1d4e71fe817"
+checksum = "f2c45cd61fefa9db6f254525d46e392b852e0e61d9a1fd36e5bd183450a556d5"
 dependencies = [
  "base64 0.22.1",
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.6.0",
+ "indexmap 2.11.0",
+ "schemars 0.9.0",
+ "schemars 1.0.4",
  "serde",
  "serde_derive",
  "serde_json",
@@ -3892,9 +4549,9 @@ dependencies = [
 
 [[package]]
 name = "serde_with_macros"
-version = "3.11.0"
+version = "3.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d846214a9854ef724f3da161b426242d8de7c1fc7de2f89bb1efcb154dca79d"
+checksum = "de90945e6565ce0d9a25098082ed4ee4002e047cb59892c318d66821e14bb30f"
 dependencies = [
  "darling",
  "proc-macro2",
@@ -3946,9 +4603,9 @@ checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
 
 [[package]]
 name = "signal-hook-registry"
-version = "1.4.2"
+version = "1.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9e9e0b4211b72e7b8b6e85c807d36c212bdb33ea8587f7569562a84df5465b1"
+checksum = "b2a4719bff48cee6b39d12c020eeb490953ad2443b7055bd0b21fca26bd8c28b"
 dependencies = [
  "libc",
 ]
@@ -3980,6 +4637,12 @@ version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
 
+[[package]]
+name = "siphasher"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
+
 [[package]]
 name = "sketches-ddsketch"
 version = "0.2.2"
@@ -3991,12 +4654,9 @@ dependencies = [
 
 [[package]]
 name = "slab"
-version = "0.4.9"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f92a496fb766b417c996b9c5e57daf2f7ad3b0bebe1ccfca4856390e3d3bb67"
-dependencies = [
- "autocfg",
-]
+checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
 
 [[package]]
 name = "sled"
@@ -4016,34 +4676,35 @@ dependencies = [
 
 [[package]]
 name = "smallvec"
-version = "1.13.2"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
+checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 
 [[package]]
 name = "socket2"
-version = "0.5.7"
+version = "0.5.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce305eb0b4296696835b71df73eb912e0f1ffd2556a501fcede6e0c50349191c"
+checksum = "e22376abed350d73dd1cd119b57ffccad95b4e585a7cda43e286245ce23c0678"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
 ]
 
 [[package]]
-name = "spin"
-version = "0.5.2"
+name = "socket2"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e63cff320ae2c57904679ba7cb63280a3dc4613885beafb148ee7bf9aa9042d"
+checksum = "233504af464074f9d066d7b5416c5f9b894a5862a6506e306f7b816cdd6f1807"
+dependencies = [
+ "libc",
+ "windows-sys 0.59.0",
+]
 
 [[package]]
 name = "spin"
-version = "0.9.8"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
-dependencies = [
- "lock_api",
-]
+checksum = "6e63cff320ae2c57904679ba7cb63280a3dc4613885beafb148ee7bf9aa9042d"
 
 [[package]]
 name = "stable_deref_trait"
@@ -4053,13 +4714,24 @@ checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
 [[package]]
 name = "static-files"
-version = "0.2.4"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f9c425c07353535ef55b45420f5a8b0a397cd9bc3d7e5236497ca0d90604aa9b"
+dependencies = [
+ "change-detection",
+ "mime_guess",
+ "path-slash 0.1.5",
+]
+
+[[package]]
+name = "static-files"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e8590e848e1c53be9258210bcd4a8f4118e08988f03a4e2d63b62e4ad9f7ced"
+checksum = "493af46ab6e8d5409eb02ced7af4bbc97643de491df7b4afcd1cd8fdcc91dc82"
 dependencies = [
  "change-detection",
  "mime_guess",
- "path-slash",
+ "path-slash 0.2.1",
 ]
 
 [[package]]
@@ -4070,26 +4742,25 @@ checksum = "9e08d8363704e6c71fc928674353e6b7c23dcea9d82d7012c8faf2a3a025f8d0"
 
 [[package]]
 name = "string_cache"
-version = "0.8.7"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f91138e76242f575eb1d3b38b4f1362f10d3a43f47d182a5b359af488a02293b"
+checksum = "bf776ba3fa74f83bf4b63c3dcbbf82173db2632ed8452cb2d891d33f459de70f"
 dependencies = [
  "new_debug_unreachable",
- "once_cell",
- "parking_lot 0.12.3",
- "phf_shared 0.10.0",
+ "parking_lot 0.12.4",
+ "phf_shared 0.11.3",
  "precomputed-hash",
  "serde",
 ]
 
 [[package]]
 name = "string_cache_codegen"
-version = "0.5.2"
+version = "0.5.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6bb30289b722be4ff74a408c3cc27edeaad656e06cb1fe8fa9231fa59c728988"
+checksum = "c711928715f1fe0fe509c53b43e993a9a557babc2d0a3567d0a3006f1ac931a0"
 dependencies = [
- "phf_generator 0.10.0",
- "phf_shared 0.10.0",
+ "phf_generator 0.11.3",
+ "phf_shared 0.11.3",
  "proc-macro2",
  "quote",
 ]
@@ -4128,6 +4799,26 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "sync_wrapper"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
+dependencies = [
+ "futures-core",
+]
+
+[[package]]
+name = "synstructure"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "system-deps"
 version = "6.2.2"
@@ -4143,9 +4834,9 @@ dependencies = [
 
 [[package]]
 name = "tantivy"
-version = "0.22.0"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8d0582f186c0a6d55655d24543f15e43607299425c5ad8352c242b914b31856"
+checksum = "96599ea6fccd844fc833fed21d2eecac2e6a7c1afd9e044057391d78b1feb141"
 dependencies = [
  "aho-corasick",
  "arc-swap",
@@ -4186,7 +4877,7 @@ dependencies = [
  "tantivy-stacker",
  "tantivy-tokenizer-api",
  "tempfile",
- "thiserror",
+ "thiserror 1.0.69",
  "time",
  "uuid",
  "winapi",
@@ -4237,7 +4928,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d60769b80ad7953d8a7b2c70cdfe722bbcdcac6bccc8ac934c40c034d866fc18"
 dependencies = [
  "byteorder",
- "regex-syntax 0.8.5",
+ "regex-syntax 0.8.6",
  "utf8-ranges",
 ]
 
@@ -4290,15 +4981,15 @@ checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
 
 [[package]]
 name = "tempfile"
-version = "3.13.0"
+version = "3.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0f2c9fc62d0beef6951ccffd757e241266a2c833136efbe35af6cd2567dca5b"
+checksum = "15b61f8f20e3a6f7e0649d825294eaf317edce30f82cf6026e7e4cb9222a7d1e"
 dependencies = [
- "cfg-if",
  "fastrand",
+ "getrandom 0.3.3",
  "once_cell",
- "rustix",
- "windows-sys 0.59.0",
+ "rustix 1.0.8",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -4314,9 +5005,9 @@ dependencies = [
 
 [[package]]
 name = "termtree"
-version = "0.4.1"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3369f5ac52d5eb6ab48c6b4ffdc8efbcad6b89c765749064ba298f2c68a16a76"
+checksum = "8f50febec83f5ee1df3015341d8bd429f2d1cc62bcba7ea2076759d315084683"
 
 [[package]]
 name = "thin-slice"
@@ -4326,18 +5017,27 @@ checksum = "8eaa81235c7058867fa8c0e7314f33dcce9c215f535d1913822a2b3f5e289f3c"
 
 [[package]]
 name = "thiserror"
-version = "1.0.64"
+version = "1.0.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
+dependencies = [
+ "thiserror-impl 1.0.69",
+]
+
+[[package]]
+name = "thiserror"
+version = "2.0.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d50af8abc119fb8bb6dbabcfa89656f46f84aa0ac7688088608076ad2b459a84"
+checksum = "3467d614147380f2e4e374161426ff399c91084acd2363eaf549172b3d5e60c0"
 dependencies = [
- "thiserror-impl",
+ "thiserror-impl 2.0.16",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.64"
+version = "1.0.69"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08904e7672f5eb876eaaf87e0ce17857500934f4981c4a0ab2b4aa98baac7fc3"
+checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4345,35 +5045,23 @@ dependencies = [
 ]
 
 [[package]]
-name = "thread_local"
-version = "1.1.8"
+name = "thiserror-impl"
+version = "2.0.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b9ef9bad013ada3808854ceac7b46812a6465ba368859a37e2100283d2d719c"
+checksum = "6c5e1be1c48b9172ee610da68fd9cd2770e7a4056cb3fc98710ee6906f0c7960"
 dependencies = [
- "cfg-if",
- "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
 ]
 
 [[package]]
-name = "threadpool"
-version = "1.8.1"
+name = "thread_local"
+version = "1.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d050e60b33d41c19108b32cea32164033a9013fe3b46cbd4457559bfbf77afaa"
+checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
 dependencies = [
- "num_cpus",
-]
-
-[[package]]
-name = "thrift"
-version = "0.17.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e54bc85fc7faa8bc175c4bab5b92ba8d9a3ce893d0e9f42cc455c8ab16a9e09"
-dependencies = [
- "byteorder",
- "integer-encoding",
- "log",
- "ordered-float 2.10.1",
- "threadpool",
+ "cfg-if",
 ]
 
 [[package]]
@@ -4389,12 +5077,12 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.36"
+version = "0.3.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5dfd88e563464686c916c7e46e623e520ddc6d79fa6641390f2e3fa86e83e885"
+checksum = "8a7619e19bc266e0f9c5e6686659d394bc57973859340060a69221e57dbc0c40"
 dependencies = [
  "deranged",
- "itoa 1.0.11",
+ "itoa 1.0.15",
  "num-conv",
  "powerfmt",
  "serde",
@@ -4404,60 +5092,69 @@ dependencies = [
 
 [[package]]
 name = "time-core"
-version = "0.1.2"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3"
+checksum = "c9e9a38711f559d9e3ce1cdb06dd7c5b8ea546bc90052da6d06bb76da74bb07c"
 
 [[package]]
 name = "time-macros"
-version = "0.2.18"
+version = "0.2.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f252a68540fde3a3877aeea552b832b40ab9a69e318efd078774a01ddee1ccf"
+checksum = "3526739392ec93fd8b359c8e98514cb3e8e021beb4e5f597b00a0221f8ed8a49"
 dependencies = [
  "num-conv",
  "time-core",
 ]
 
 [[package]]
-name = "tinytemplate"
-version = "1.2.1"
+name = "tinystr"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
+checksum = "5d4f6d1145dcb577acf783d4e601bc1d76a13337bb54e6233add580b07344c8b"
 dependencies = [
- "serde",
- "serde_json",
+ "displaydoc",
+ "zerovec",
 ]
 
 [[package]]
-name = "tinyvec"
-version = "1.8.0"
+name = "tinytemplate"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "445e881f4f6d382d5f27c034e25eb92edd7c784ceab92a0937db7f2e9471b938"
+checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
 dependencies = [
- "tinyvec_macros",
+ "serde",
+ "serde_json",
 ]
 
-[[package]]
-name = "tinyvec_macros"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
-
 [[package]]
 name = "tokio"
-version = "1.40.0"
+version = "1.47.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2b070231665d27ad9ec9b8df639893f46727666c6767db40317fbe920a5d998"
+checksum = "89e49afdadebb872d3145a5638b59eb0691ea23e46ca484037cfab3b76b95038"
 dependencies = [
  "backtrace",
  "bytes",
+ "io-uring",
  "libc",
  "mio",
- "parking_lot 0.12.3",
+ "parking_lot 0.12.4",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2",
- "windows-sys 0.52.0",
+ "slab",
+ "socket2 0.6.0",
+ "tokio-macros",
+ "windows-sys 0.59.0",
+]
+
+[[package]]
+name = "tokio-macros"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -4481,11 +5178,22 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tokio-stream"
+version = "0.1.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eca58d7bba4a75707817a2c44174253f9236b2d5fbd055602e9d5c07c139a047"
+dependencies = [
+ "futures-core",
+ "pin-project-lite",
+ "tokio",
+]
+
 [[package]]
 name = "tokio-util"
-version = "0.7.12"
+version = "0.7.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61e7c3654c13bcd040d4a03abee2c75b1d14a37b423cf5a813ceae1cc903ec6a"
+checksum = "14307c986784f72ef81c89db7d9e28d6ac26d16213b109ea501696195e6e3ce5"
 dependencies = [
  "bytes",
  "futures-core",
@@ -4496,9 +5204,9 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "0.8.19"
+version = "0.8.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1ed1f98e3fdc28d6d910e6737ae6ab1a93bf1985935a1193e68f93eeb68d24e"
+checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362"
 dependencies = [
  "serde",
  "serde_spanned",
@@ -4508,26 +5216,122 @@ dependencies = [
 
 [[package]]
 name = "toml_datetime"
-version = "0.6.8"
+version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0dd7358ecb8fc2f8d014bf86f6f638ce72ba252a2c3a2572f2a795f1d23efb41"
+checksum = "22cddaf88f4fbc13c51aebbf5f8eceb5c7c5a9da2ac40a13519eb5b0a0e8f11c"
 dependencies = [
  "serde",
 ]
 
 [[package]]
 name = "toml_edit"
-version = "0.22.22"
+version = "0.22.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ae48d6208a266e853d946088ed816055e556cc6028c5e8e2b84d9fa5dd7c7f5"
+checksum = "41fe8c660ae4257887cf66394862d21dbca4a6ddd26f04a3560410406a2f819a"
 dependencies = [
- "indexmap 2.6.0",
+ "indexmap 2.11.0",
  "serde",
  "serde_spanned",
  "toml_datetime",
+ "toml_write",
  "winnow",
 ]
 
+[[package]]
+name = "toml_write"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
+
+[[package]]
+name = "tonic"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "877c5b330756d856ffcc4553ab34a5684481ade925ecc54bcd1bf02b1d0d4d52"
+dependencies = [
+ "async-stream",
+ "async-trait",
+ "axum",
+ "base64 0.22.1",
+ "bytes",
+ "h2 0.4.12",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "http-body-util",
+ "hyper 1.7.0",
+ "hyper-timeout",
+ "hyper-util",
+ "percent-encoding",
+ "pin-project",
+ "prost",
+ "socket2 0.5.10",
+ "tokio",
+ "tokio-stream",
+ "tower 0.4.13",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+]
+
+[[package]]
+name = "tower"
+version = "0.4.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b8fa9be0de6cf49e536ce1851f987bd21a43b771b09473c3549a6c853db37c1c"
+dependencies = [
+ "futures-core",
+ "futures-util",
+ "indexmap 1.9.3",
+ "pin-project",
+ "pin-project-lite",
+ "rand 0.8.5",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+]
+
+[[package]]
+name = "tower"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
+dependencies = [
+ "futures-core",
+ "futures-util",
+ "pin-project-lite",
+ "sync_wrapper",
+ "tokio",
+ "tower-layer",
+ "tower-service",
+]
+
+[[package]]
+name = "tower-http"
+version = "0.6.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adc82fd73de2a9722ac5da747f12383d2bfdb93591ee6c58486e0097890f05f2"
+dependencies = [
+ "bitflags 2.9.3",
+ "bytes",
+ "futures-util",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "iri-string",
+ "pin-project-lite",
+ "tower 0.5.2",
+ "tower-layer",
+ "tower-service",
+]
+
+[[package]]
+name = "tower-layer"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "121c2a6cda46980bb0fcd1647ffaf6cd3fc79a013de288782836f6df9c48780e"
+
 [[package]]
 name = "tower-service"
 version = "0.3.3"
@@ -4548,14 +5352,16 @@ dependencies = [
 
 [[package]]
 name = "tracing-actix-web"
-version = "0.7.13"
+version = "0.7.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15bc0cd5f72e837e310f4d978a90abf202a7f7d8ef3272246bae381d0086d3bf"
+checksum = "5360edd490ec8dee9fedfc6a9fd83ac2f01b3e1996e3261b9ad18a61971fe064"
 dependencies = [
  "actix-web",
  "mutually_exclusive_features",
+ "opentelemetry 0.29.1",
  "pin-project",
  "tracing",
+ "tracing-opentelemetry 0.30.0",
  "uuid",
 ]
 
@@ -4604,20 +5410,38 @@ dependencies = [
 
 [[package]]
 name = "tracing-opentelemetry"
-version = "0.22.0"
+version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c67ac25c5407e7b961fafc6f7e9aa5958fd297aada2d20fa2ae1737357e55596"
+checksum = "721f2d2569dce9f3dfbbddee5906941e953bfcdf736a62da3377f5751650cc36"
 dependencies = [
  "js-sys",
  "once_cell",
- "opentelemetry",
- "opentelemetry_sdk",
+ "opentelemetry 0.28.0",
+ "opentelemetry_sdk 0.28.0",
  "smallvec",
  "tracing",
  "tracing-core",
  "tracing-log",
  "tracing-subscriber",
- "web-time 0.2.4",
+ "web-time",
+]
+
+[[package]]
+name = "tracing-opentelemetry"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd8e764bd6f5813fd8bebc3117875190c5b0415be8f7f8059bffb6ecd979c444"
+dependencies = [
+ "js-sys",
+ "once_cell",
+ "opentelemetry 0.29.1",
+ "opentelemetry_sdk 0.29.0",
+ "smallvec",
+ "tracing",
+ "tracing-core",
+ "tracing-log",
+ "tracing-subscriber",
+ "web-time",
 ]
 
 [[package]]
@@ -4646,50 +5470,31 @@ checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "typenum"
-version = "1.17.0"
+version = "1.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42ff0bf0c66b8238c6f3b578df37d0b7848e55df8577b3f74f92a69acceeb825"
+checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
 
 [[package]]
 name = "ulid"
-version = "1.1.3"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04f903f293d11f31c0c29e4148f6dc0d033a7f80cebc0282bea147611667d289"
+checksum = "470dbf6591da1b39d43c14523b2b469c86879a53e8b758c8e090a470fe7b1fbe"
 dependencies = [
- "getrandom 0.2.15",
- "rand 0.8.5",
- "web-time 1.1.0",
+ "rand 0.9.2",
+ "web-time",
 ]
 
 [[package]]
 name = "unicase"
-version = "2.7.0"
+version = "2.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7d2d4dafb69621809a81864c9c1b864479e1235c0dd4e199924b9742439ed89"
-dependencies = [
- "version_check",
-]
-
-[[package]]
-name = "unicode-bidi"
-version = "0.3.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ab17db44d7388991a428b2ee655ce0c212e862eff1768a455c58f9aad6e7893"
+checksum = "75b844d17643ee918803943289730bec8aac480150456169e647ed0b576ba539"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91b56cd4cadaeb79bbf1a5645f6b4f8dc5bde8834ad5894a8db35fda9efa1fe"
-
-[[package]]
-name = "unicode-normalization"
-version = "0.1.24"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956"
-dependencies = [
- "tinyvec",
-]
+checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
 
 [[package]]
 name = "unicode-segmentation"
@@ -4703,6 +5508,18 @@ version = "0.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
 
+[[package]]
+name = "unicode-width"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4a1a07cc7db3810833284e8d372ccdc6da29741639ecc70c9ec107df0fa6154c"
+
+[[package]]
+name = "unicode-xid"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
+
 [[package]]
 name = "untrusted"
 version = "0.7.1"
@@ -4717,29 +5534,30 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
 [[package]]
 name = "ureq"
-version = "2.10.1"
+version = "2.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b74fc6b57825be3373f7054754755f03ac3a8f5d70015ccad699ba2029956f4a"
+checksum = "02d1a66277ed75f640d608235660df48c8e3c19f3b4edb6a263315626cc3c01d"
 dependencies = [
  "base64 0.22.1",
  "flate2",
  "log",
  "once_cell",
- "rustls 0.23.14",
+ "rustls 0.23.31",
  "rustls-pki-types",
  "url",
- "webpki-roots 0.26.6",
+ "webpki-roots 0.26.11",
 ]
 
 [[package]]
 name = "url"
-version = "2.5.2"
+version = "2.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22784dbdf76fdde8af1aeda5622b546b422b6fc585325248a2bf9f5e41e94d6c"
+checksum = "08bc136a29a3d1758e07a9cca267be308aeebf5cfd5a10f3f67ab2097683ef5b"
 dependencies = [
  "form_urlencoded",
  "idna",
  "percent-encoding",
+ "serde",
 ]
 
 [[package]]
@@ -4760,6 +5578,12 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7fcfc827f90e53a02eaef5e535ee14266c1d569214c6aa70133a624d8a3164ba"
 
+[[package]]
+name = "utf8_iter"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
+
 [[package]]
 name = "utf8parse"
 version = "0.2.2"
@@ -4768,19 +5592,21 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.10.0"
+version = "1.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81dfa00651efa65069b0b6b651f4aaa31ba9e3c3ce0137aaad053604ee7e0314"
+checksum = "f33196643e165781c20a5ead5582283a7dacbb87855d867fbc2df3f81eddc1be"
 dependencies = [
- "getrandom 0.2.15",
+ "getrandom 0.3.3",
+ "js-sys",
  "serde",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "v_frame"
-version = "0.3.8"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6f32aaa24bacd11e488aa9ba66369c7cd514885742c9fe08cfe85884db3e92b"
+checksum = "666b7727c8875d6ab5db9533418d7c764233ac9c0cff1d469aec8fa127597be2"
 dependencies = [
  "aligned-vec",
  "num-traits",
@@ -4795,9 +5621,9 @@ checksum = "4e8257fbc510f0a46eb602c10215901938b5c2a7d5e70fc11483b1d3c9b5b18c"
 
 [[package]]
 name = "valuable"
-version = "0.1.0"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
 
 [[package]]
 name = "version-compare"
@@ -4813,9 +5639,9 @@ checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
 [[package]]
 name = "wait-timeout"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f200f5b12eb75f8c1ed65abd4b2db8a6e1b138a20de009dacee265a2498f3f6"
+checksum = "09ac3b126d3914f9849036f826e054cbabdc8519970b8998ddaf3b5bd3c65f11"
 dependencies = [
  "libc",
 ]
@@ -4847,41 +5673,63 @@ checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
 
 [[package]]
 name = "wasi"
-version = "0.11.0+wasi-snapshot-preview1"
+version = "0.11.1+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
+
+[[package]]
+name = "wasi"
+version = "0.14.3+wasi-0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a51ae83037bdd272a9e28ce236db8c07016dd0d50c27038b3f407533c030c95"
+dependencies = [
+ "wit-bindgen",
+]
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a82edfc16a6c469f5f44dc7b571814045d60404b55a0ee849f9bcfa2e63dd9b5"
+checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
 dependencies = [
  "cfg-if",
  "once_cell",
+ "rustversion",
  "wasm-bindgen-macro",
 ]
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9de396da306523044d3302746f1208fa71d7532227f15e347e2d93e4145dd77b"
+checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
 dependencies = [
  "bumpalo",
  "log",
- "once_cell",
  "proc-macro2",
  "quote",
  "syn 2.0.106",
  "wasm-bindgen-shared",
 ]
 
+[[package]]
+name = "wasm-bindgen-futures"
+version = "0.4.50"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "once_cell",
+ "wasm-bindgen",
+ "web-sys",
+]
+
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "585c4c91a46b072c92e908d99cb1dcdf95c5218eeb6f3bf1efa991ee7a68cccf"
+checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -4889,9 +5737,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "afc340c74d9005395cf9dd098506f7f44e38f2b4a21c6aaacf9a105ea5e1e836"
+checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4902,25 +5750,18 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c62a0a307cb4a311d3a07867860911ca130c3494e8c2719593806c08bc5d0484"
-
-[[package]]
-name = "web-sys"
-version = "0.3.70"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26fdeaafd9bd129f65e7c031593c24d62186301e0c72c8978fa1678be7d532c0"
+checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
 dependencies = [
- "js-sys",
- "wasm-bindgen",
+ "unicode-ident",
 ]
 
 [[package]]
-name = "web-time"
-version = "0.2.4"
+name = "web-sys"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa30049b1c872b72c89866d458eae9f20380ab280ffd1b1e18df2d3e2d98cfe0"
+checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -4952,7 +5793,7 @@ version = "0.22.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed63aea5ce73d0ff405984102c42de94fc55a6b75765d621c65262469b3c9b53"
 dependencies = [
- "ring 0.17.8",
+ "ring 0.17.14",
  "untrusted 0.9.0",
 ]
 
@@ -4967,18 +5808,27 @@ dependencies = [
 
 [[package]]
 name = "webpki-roots"
-version = "0.26.6"
+version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "841c67bff177718f1d4dfefde8d8f0e78f9b6589319ba88312f567fc5841a958"
+checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
+dependencies = [
+ "webpki-roots 1.0.2",
+]
+
+[[package]]
+name = "webpki-roots"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e8983c3ab33d6fb807cfcdad2491c4ea8cbc8ed839181c7dfd9c67c83e261b2"
 dependencies = [
  "rustls-pki-types",
 ]
 
 [[package]]
 name = "weezl"
-version = "0.1.8"
+version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53a85b86a771b1c87058196170769dd264f66c0782acf1ae6cc51bfd64b39082"
+checksum = "a751b3277700db47d3e574514de2eced5e54dc8a5436a3bf7a0b248b2cee16f3"
 
 [[package]]
 name = "which"
@@ -4989,7 +5839,7 @@ dependencies = [
  "either",
  "home",
  "once_cell",
- "rustix",
+ "rustix 0.38.44",
 ]
 
 [[package]]
@@ -5010,11 +5860,11 @@ checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
 
 [[package]]
 name = "winapi-util"
-version = "0.1.9"
+version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
+checksum = "0978bf7171b3d90bac376700cb56d606feb40f251a475a5d6634613564460b22"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -5025,11 +5875,61 @@ checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
 [[package]]
 name = "windows-core"
-version = "0.52.0"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
 dependencies = [
- "windows-targets 0.52.6",
+ "windows-implement",
+ "windows-interface",
+ "windows-link",
+ "windows-result",
+ "windows-strings",
+]
+
+[[package]]
+name = "windows-implement"
+version = "0.60.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.59.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "windows-link"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
+
+[[package]]
+name = "windows-result"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
+dependencies = [
+ "windows-link",
+]
+
+[[package]]
+name = "windows-strings"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
+dependencies = [
+ "windows-link",
 ]
 
 [[package]]
@@ -5059,6 +5959,15 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
+dependencies = [
+ "windows-targets 0.53.3",
+]
+
 [[package]]
 name = "windows-targets"
 version = "0.48.5"
@@ -5083,13 +5992,30 @@ dependencies = [
  "windows_aarch64_gnullvm 0.52.6",
  "windows_aarch64_msvc 0.52.6",
  "windows_i686_gnu 0.52.6",
- "windows_i686_gnullvm",
+ "windows_i686_gnullvm 0.52.6",
  "windows_i686_msvc 0.52.6",
  "windows_x86_64_gnu 0.52.6",
  "windows_x86_64_gnullvm 0.52.6",
  "windows_x86_64_msvc 0.52.6",
 ]
 
+[[package]]
+name = "windows-targets"
+version = "0.53.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5fe6031c4041849d7c496a8ded650796e7b6ecc19df1a431c1a363342e5dc91"
+dependencies = [
+ "windows-link",
+ "windows_aarch64_gnullvm 0.53.0",
+ "windows_aarch64_msvc 0.53.0",
+ "windows_i686_gnu 0.53.0",
+ "windows_i686_gnullvm 0.53.0",
+ "windows_i686_msvc 0.53.0",
+ "windows_x86_64_gnu 0.53.0",
+ "windows_x86_64_gnullvm 0.53.0",
+ "windows_x86_64_msvc 0.53.0",
+]
+
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.48.5"
@@ -5102,6 +6028,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.48.5"
@@ -5114,6 +6046,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.48.5"
@@ -5126,12 +6064,24 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
+
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.48.5"
@@ -5144,6 +6094,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.48.5"
@@ -5156,6 +6112,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.48.5"
@@ -5168,6 +6130,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.48.5"
@@ -5180,24 +6148,42 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
+
 [[package]]
 name = "winnow"
-version = "0.6.20"
+version = "0.7.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36c1fec1a2bb5866f07c25f68c26e565c4c200aebb96d7e55710c19d3e8ac49b"
+checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
 dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "wit-bindgen"
+version = "0.45.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "052283831dbae3d879dc7f51f3d92703a316ca49f91540417d38591826127814"
+
+[[package]]
+name = "writeable"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+
 [[package]]
 name = "xml5ever"
-version = "0.17.0"
+version = "0.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4034e1d05af98b51ad7214527730626f019682d797ba38b51689212118d8e650"
+checksum = "9bbb26405d8e919bc1547a5aa9abc95cbfa438f04844f5fdd9dc7596b748bf69"
 dependencies = [
  "log",
  "mac",
- "markup5ever",
+ "markup5ever 0.12.1",
 ]
 
 [[package]]
@@ -5209,56 +6195,133 @@ dependencies = [
  "time",
 ]
 
+[[package]]
+name = "yoke"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+dependencies = [
+ "serde",
+ "stable_deref_trait",
+ "yoke-derive",
+ "zerofrom",
+]
+
+[[package]]
+name = "yoke-derive"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+ "synstructure",
+]
+
 [[package]]
 name = "zerocopy"
-version = "0.7.35"
+version = "0.8.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0"
+checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
 dependencies = [
- "byteorder",
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.7.35"
+version = "0.8.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
+checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
 dependencies = [
  "proc-macro2",
  "quote",
  "syn 2.0.106",
 ]
 
+[[package]]
+name = "zerofrom"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "50cc42e0333e05660c3587f3bf9d0478688e15d870fab3346451ce7f8c9fbea5"
+dependencies = [
+ "zerofrom-derive",
+]
+
+[[package]]
+name = "zerofrom-derive"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+ "synstructure",
+]
+
 [[package]]
 name = "zeroize"
 version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
 
+[[package]]
+name = "zerotrie"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
+
+[[package]]
+name = "zerovec"
+version = "0.11.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7aa2bd55086f1ab526693ecbe444205da57e25f4489879da80635a46d90e73b"
+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "zstd"
-version = "0.13.2"
+version = "0.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcf2b778a664581e31e389454a7072dab1647606d44f7feea22cd5abb9c9f3f9"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
 dependencies = [
  "zstd-safe",
 ]
 
 [[package]]
 name = "zstd-safe"
-version = "7.2.1"
+version = "7.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54a3ab4db68cea366acc5c897c7b4d4d1b8994a9cd6e6f841f8964566a419059"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
 dependencies = [
  "zstd-sys",
 ]
 
 [[package]]
 name = "zstd-sys"
-version = "2.0.13+zstd.1.5.6"
+version = "2.0.15+zstd.1.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38ff0f21cfee8f97d94cef41359e0c89aa6113028ab0291aa8ca0038995a95aa"
+checksum = "eb81183ddd97d0c74cedf1d50d85c8d08c1b8b68ee863bdee9e706eedba1a237"
 dependencies = [
  "cc",
  "pkg-config",
@@ -5281,9 +6344,9 @@ dependencies = [
 
 [[package]]
 name = "zune-jpeg"
-version = "0.4.13"
+version = "0.4.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16099418600b4d8f028622f73ff6e3deaabdff330fb9a2a131dea781ee8b0768"
+checksum = "fc1f7e205ce79eb2da3cd71c5f55f3589785cb7c79f6a03d1c8d1491bda5d089"
 dependencies = [
  "zune-core",
 ]
diff --git a/README.md b/README.md
index 4a2654383..c878e805e 100644
--- a/README.md
+++ b/README.md
@@ -31,6 +31,7 @@ _Status: alpha. [Breaking changes](CHANGELOG.md) are expected until 1.0._
 - 🔧  **Custom data models**: create your own classes, properties and schemas using the built-in Ontology Editor. All data is verified and the models are sharable using [Atomic Schema](https://docs.atomicdata.dev/schema/intro.html)
 - ⚙️  **Restful API**, with [JSON-AD](https://docs.atomicdata.dev/core/json-ad.html) responses.
 - 🔎  **Full-text search** with fuzzy search and various operators, often <3ms responses. Powered by [tantivy](https://github.com/quickwit-inc/tantivy).
+- ✨  **AI** with [MCP](https://modelcontextprotocol.io/) support, use any model via OpenRouter or host your own with Ollama.
 - 🗄️  **Tables**, with strict schema validation, keyboard support, copy / paste support. Similar to Airtable.
 - 📄  **Documents**, collaborative, rich text, similar to Google Docs / Notion.
 - 💬  **Group chat**, performant and flexible message channels with attachments, search and replies.
diff --git a/browser/CHANGELOG.md b/browser/CHANGELOG.md
index d2b6d2ac6..969cdddff 100644
--- a/browser/CHANGELOG.md
+++ b/browser/CHANGELOG.md
@@ -18,6 +18,7 @@ This changelog covers all five packages, as they are (for now) updated as a whol
 - [#1008](https://github.com/atomicdata-dev/atomic-server/issues/1008) Updated the look of the resource selector and made it more responsive.
 - [#1008](https://github.com/atomicdata-dev/atomic-server/issues/1008) Add info dropdowns to different sections of the ontology editor for more information about the section.
 - [#459](https://github.com/atomicdata-dev/atomic-server/issues/459) New feature: Add tags to your resources to better organize your data. Search for resources with specific tags in the search bar with `tag:[name]`.
+- [#951](https://github.com/atomicdata-dev/atomic-server/issues/951) New feature: Atomic Assistant, AI chat interface with support for custom agents, MCP servers and more. Bring your own OpenRouter key or use Ollama to host your own models.
 
 ### @tomic/lib
 
diff --git a/browser/data-browser/package.json b/browser/data-browser/package.json
index fa6a4dc33..115f96264 100644
--- a/browser/data-browser/package.json
+++ b/browser/data-browser/package.json
@@ -5,6 +5,7 @@
     "name": "Joep Meindertsma"
   },
   "dependencies": {
+    "@ai-sdk/react": "^2.0.29",
     "@bugsnag/core": "^7.25.0",
     "@bugsnag/js": "^7.25.0",
     "@bugsnag/plugin-react": "^7.25.0",
@@ -16,26 +17,33 @@
     "@dnd-kit/utilities": "^3.2.2",
     "@emoji-mart/react": "^1.1.1",
     "@emotion/is-prop-valid": "^1.3.1",
+    "@modelcontextprotocol/sdk": "^1.13.3",
+    "@oddbird/css-anchor-positioning": "^0.6.1",
+    "@openrouter/ai-sdk-provider": "^1.2.0",
     "@radix-ui/react-popover": "^1.1.2",
     "@radix-ui/react-scroll-area": "^1.2.0",
     "@radix-ui/react-tabs": "^1.1.1",
     "@tanstack/react-router": "^1.95.1",
-    "@tiptap/extension-image": "^2.9.1",
-    "@tiptap/extension-link": "^2.9.1",
-    "@tiptap/extension-placeholder": "^2.9.1",
-    "@tiptap/extension-typography": "^2.9.1",
-    "@tiptap/pm": "^2.9.1",
-    "@tiptap/react": "^2.9.1",
-    "@tiptap/starter-kit": "^2.9.1",
-    "@tiptap/suggestion": "^2.9.1",
+    "@tiptap/extension-file-handler": "^2.25.0",
+    "@tiptap/extension-image": "^2.11.7",
+    "@tiptap/extension-link": "^2.11.7",
+    "@tiptap/extension-mention": "^2.11.7",
+    "@tiptap/extension-placeholder": "^2.11.7",
+    "@tiptap/extension-typography": "^2.11.7",
+    "@tiptap/pm": "^2.11.7",
+    "@tiptap/react": "^2.11.7",
+    "@tiptap/starter-kit": "^2.11.7",
+    "@tiptap/suggestion": "^2.11.7",
     "@tomic/react": "workspace:*",
     "@uiw/codemirror-theme-github": "^4.24.1",
     "@uiw/react-codemirror": "^4.24.1",
+    "ai": "^5.0.29",
     "clsx": "^2.1.1",
+    "downshift": "^9.0.9",
     "emoji-mart": "^5.6.0",
+    "ollama-ai-provider-v2": "^1.3.1",
     "polished": "^4.3.1",
     "prismjs": "^1.29.0",
-    "query-string": "^7.1.3",
     "quick-score": "^0.2.0",
     "react": "^19.0.0",
     "react-colorful": "^5.6.1",
@@ -52,17 +60,17 @@
     "react-window": "^1.8.10",
     "reactflow": "^11.11.4",
     "remark-gfm": "^4.0.0",
-    "styled-components": "^6.1.13",
+    "styled-components": "^6.1.19",
     "stylis": "4.3.0",
     "tippy.js": "^6.3.7",
-    "tiptap-markdown": "^0.8.10"
+    "tiptap-markdown": "^0.8.10",
+    "zod": "^4.1.5"
   },
   "devDependencies": {
     "@tanstack/router-devtools": "^1.95.1",
     "@types/prismjs": "^1.26.5",
     "@types/react": "^19.0.0",
     "@types/react-dom": "^19.0.0",
-    "@types/react-pdf": "^7.0.0",
     "@types/react-window": "^1.8.8",
     "@vitejs/plugin-react": "^4.3.4",
     "babel-plugin-react-compiler": "19.1.0-rc.2",
diff --git a/browser/data-browser/src/Providers.tsx b/browser/data-browser/src/Providers.tsx
index d3636cbcc..130c23fe2 100644
--- a/browser/data-browser/src/Providers.tsx
+++ b/browser/data-browser/src/Providers.tsx
@@ -18,6 +18,8 @@ import CrashPage from './views/CrashPage';
 import { AppSettingsContextProvider } from './helpers/AppSettings';
 import { NavStateProvider } from './components/NavState';
 import { Toaster } from './components/Toaster';
+import { McpServersProvider } from './components/AI/MCP/useMcpServers';
+import { AISettingsContextProvider } from '@components/AI/AISettingsContext';
 
 // Setup bugsnag for error handling, but only if there's an API key
 const ErrBoundary = window.bugsnagApiKey
@@ -27,6 +29,11 @@ const ErrBoundary = window.bugsnagApiKey
 // This implements the default behavior from styled-components v5
 const shouldForwardProp: ShouldForwardProp<'web'> = (propName, target) => {
   if (typeof target === 'string') {
+    // @emotion/is-prop-valid does not support popover, so we need to forward it manually.
+    if (propName === 'popover') {
+      return true;
+    }
+
     // For HTML elements, forward the prop if it is a valid HTML attribute
     return isPropValid(propName);
   }
@@ -39,37 +46,41 @@ export const Providers: React.FC<React.PropsWithChildren> = ({ children }) => {
   return (
     <NavStateProvider>
       <AppSettingsContextProvider>
-        <ControlLockProvider>
-          <HotKeysWrapper>
-            <StyleSheetManager shouldForwardProp={shouldForwardProp}>
-              <ThemeWrapper>
-                <GlobalStyle />
-                <ErrBoundary FallbackComponent={CrashPage}>
-                  {/* Default form validation provider. Does not do anything on its own but will make sure useValidation works without context*/}
-                  <FormValidationContextProvider
-                    onValidationChange={() => undefined}
-                  >
-                    <Toaster />
-                    <MetaSetter />
-                    <DropdownContainer>
-                      <DialogGlobalContextProvider>
-                        <PopoverContainer>
-                          <DropdownContainer>
-                            <NewResourceUIProvider>
-                              <SkipNav />
-                              <NavWrapper>{children}</NavWrapper>
-                            </NewResourceUIProvider>
-                          </DropdownContainer>
-                        </PopoverContainer>
-                        <NetworkIndicator />
-                      </DialogGlobalContextProvider>
-                    </DropdownContainer>
-                  </FormValidationContextProvider>
-                </ErrBoundary>
-              </ThemeWrapper>
-            </StyleSheetManager>
-          </HotKeysWrapper>
-        </ControlLockProvider>
+        <AISettingsContextProvider>
+          <McpServersProvider>
+            <ControlLockProvider>
+              <HotKeysWrapper>
+                <StyleSheetManager shouldForwardProp={shouldForwardProp}>
+                  <ThemeWrapper>
+                    <GlobalStyle />
+                    <ErrBoundary FallbackComponent={CrashPage}>
+                      {/* Default form validation provider. Does not do anything on its own but will make sure useValidation works without context*/}
+                      <FormValidationContextProvider
+                        onValidationChange={() => undefined}
+                      >
+                        <Toaster />
+                        <MetaSetter />
+                        <DropdownContainer>
+                          <DialogGlobalContextProvider>
+                            <PopoverContainer>
+                              <DropdownContainer>
+                                <NewResourceUIProvider>
+                                  <SkipNav />
+                                  <NavWrapper>{children}</NavWrapper>
+                                </NewResourceUIProvider>
+                              </DropdownContainer>
+                            </PopoverContainer>
+                            <NetworkIndicator />
+                          </DialogGlobalContextProvider>
+                        </DropdownContainer>
+                      </FormValidationContextProvider>
+                    </ErrBoundary>
+                  </ThemeWrapper>
+                </StyleSheetManager>
+              </HotKeysWrapper>
+            </ControlLockProvider>
+          </McpServersProvider>
+        </AISettingsContextProvider>
       </AppSettingsContextProvider>
     </NavStateProvider>
   );
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessage.tsx b/browser/data-browser/src/chunks/AI/AIChatMessage.tsx
new file mode 100644
index 000000000..5970a4224
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessage.tsx
@@ -0,0 +1,93 @@
+import styled from 'styled-components';
+import { FaRetweet, FaTrash } from 'react-icons/fa6';
+import { type AtomicUIMessage } from './types';
+import { AssistantMessage } from './AIChatMessageParts/AssistantMessage';
+import { IconButton } from '@components/IconButton/IconButton';
+import { UserMessage } from './AIChatMessageParts/UserMessage';
+
+interface MessageProps {
+  message: AtomicUIMessage;
+  onDeleteMessage?: (message: AtomicUIMessage) => void;
+  onRegenerateMessage?: (message: AtomicUIMessage) => void;
+}
+
+export const AIChatMessage = ({
+  message,
+  onDeleteMessage,
+  onRegenerateMessage,
+}: MessageProps) => {
+  if (message.role === 'user') {
+    return (
+      <MessageActionWrapper
+        message={message}
+        onDeleteMessage={onDeleteMessage}
+        onRegenerateMessage={onRegenerateMessage}
+      >
+        <UserMessage message={message} />
+      </MessageActionWrapper>
+    );
+  }
+
+  if (message.role === 'assistant') {
+    return (
+      <MessageActionWrapper message={message} onDeleteMessage={onDeleteMessage}>
+        <AssistantMessage message={message} />
+      </MessageActionWrapper>
+    );
+  }
+
+  return <span>Unknown message type</span>;
+};
+
+const FloatingActionRow = styled.div`
+  position: absolute;
+  top: 0;
+  right: 0;
+
+  display: none;
+`;
+
+const MessageTopWrapper = styled.div`
+  position: relative;
+  display: flex;
+  flex-direction: column;
+
+  &:hover {
+    ${FloatingActionRow} {
+      display: block;
+    }
+  }
+`;
+
+const MessageActionWrapper: React.FC<React.PropsWithChildren<MessageProps>> = ({
+  children,
+  message,
+  onDeleteMessage,
+  onRegenerateMessage,
+}) => {
+  return (
+    <MessageTopWrapper>
+      <FloatingActionRow>
+        {onDeleteMessage && (
+          <IconButton
+            color='textLight'
+            onClick={() => onDeleteMessage(message)}
+            title='Delete Message'
+          >
+            <FaTrash />
+          </IconButton>
+        )}
+        {onRegenerateMessage && (
+          <IconButton
+            color='textLight'
+            onClick={() => onRegenerateMessage(message)}
+            title='Regenerate response'
+          >
+            <FaRetweet />
+          </IconButton>
+        )}
+      </FloatingActionRow>
+      {children}
+    </MessageTopWrapper>
+  );
+};
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/AssistantMessage.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/AssistantMessage.tsx
new file mode 100644
index 000000000..8741f4513
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/AssistantMessage.tsx
@@ -0,0 +1,50 @@
+import React from 'react';
+import { isToolUIPart } from 'ai';
+import type { AtomicUIMessage } from '../types';
+import { FileContent } from './FileContent';
+import { MessageToolPart } from './MessageToolPart';
+import { SourceUrlPart } from './SourceUrlPart';
+import { BasicMessage } from './BasicMessage';
+import { ReasoningMessage } from './ReasoningMessage';
+
+interface AssistantMessageProps {
+  message: AtomicUIMessage;
+}
+
+export const AssistantMessage: React.FC<AssistantMessageProps> = ({
+  message,
+}) => {
+  return (
+    <>
+      {message.parts.map((part, index) => {
+        if (part.type === 'text') {
+          if (part.text.length === 0) {
+            return null;
+          }
+
+          return <BasicMessage key={index} text={part.text} />;
+        }
+
+        if (part.type === 'file') {
+          return <FileContent key={index} part={part} />;
+        }
+
+        if (isToolUIPart(part)) {
+          return <MessageToolPart key={index} part={part} />;
+        }
+
+        if (part.type === 'reasoning') {
+          return (
+            <ReasoningMessage key={index} text={part.text} state={part.state} />
+          );
+        }
+
+        if (part.type === 'source-url') {
+          return <SourceUrlPart key={index} part={part} />;
+        }
+
+        return null;
+      })}
+    </>
+  );
+};
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/BasicMessage.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/BasicMessage.tsx
new file mode 100644
index 000000000..49cdc3a25
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/BasicMessage.tsx
@@ -0,0 +1,16 @@
+import Markdown from '@components/datatypes/Markdown';
+import styled from 'styled-components';
+
+const MessageWrapper = styled.div`
+  border-radius: ${p => p.theme.radius};
+  width: 90%;
+  padding-block: ${p => p.theme.size()};
+`;
+
+export const BasicMessage = ({ text }: { text: string }) => {
+  return (
+    <MessageWrapper>
+      <Markdown markExternalLinks text={text} maxLength={Infinity} />
+    </MessageWrapper>
+  );
+};
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/FileContent.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/FileContent.tsx
new file mode 100644
index 000000000..10909b53c
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/FileContent.tsx
@@ -0,0 +1,61 @@
+import type { FileUIPart, ImagePart } from 'ai';
+import { FaFile } from 'react-icons/fa6';
+import { styled } from 'styled-components';
+import { ImageViewer } from '@components/ImageViewer';
+import { useId } from 'react';
+
+export const FileContent = ({ part }: { part: FileUIPart }) => {
+  // Display filename/title based on what's available
+  // FilePart has data and mimeType properties
+  if (part.mediaType.startsWith('image/')) {
+    return <ImageContent part={part} />;
+  }
+
+  return (
+    <MessageFileWrapper>
+      <FaFile />
+      {part.filename ?? 'Attached File'}
+    </MessageFileWrapper>
+  );
+};
+
+interface ImageContentProps {
+  part: FileUIPart;
+}
+
+export function isImagePart(part: unknown): part is ImagePart {
+  return (
+    !!part &&
+    typeof part === 'object' &&
+    'type' in part &&
+    part.type === 'image'
+  );
+}
+
+export const ImageContent: React.FC<ImageContentProps> = ({ part }) => {
+  const id = useId();
+
+  return (
+    <MessageImageWrapper>
+      <ImageViewer src={part.url} alt='' subject={`image-${id}.png`} />
+    </MessageImageWrapper>
+  );
+};
+
+const MessageFileWrapper = styled.div`
+  margin: ${p => p.theme.size(1)} 0;
+
+  background-color: ${p => p.theme.colors.bg1};
+  padding: ${p => p.theme.size(1)};
+  border-radius: ${p => p.theme.radius};
+`;
+
+const MessageImageWrapper = styled.div`
+  margin: ${p => p.theme.size(1)} 0;
+
+  img {
+    max-width: 100%;
+    max-height: 300px;
+    border-radius: ${p => p.theme.radius};
+  }
+`;
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/MessageToolPart.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/MessageToolPart.tsx
new file mode 100644
index 000000000..e1614c7e7
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/MessageToolPart.tsx
@@ -0,0 +1,178 @@
+import { getToolName, type ToolUIPart } from 'ai';
+import { styled } from 'styled-components';
+import { Row } from '@components/Row';
+import {
+  FaAtom,
+  FaBook,
+  FaMagnifyingGlass,
+  FaPencil,
+  FaWrench,
+} from 'react-icons/fa6';
+import { Details } from '@components/Details';
+import { TOOL_NAMES } from '../useAtomicTools';
+import { InlineFormattedResourceList } from '@components/InlineFormattedResourceList';
+import { useResource } from '@tomic/react';
+
+interface ToolMessageProps {
+  part: ToolUIPart;
+}
+
+export const MessageToolPart: React.FC<ToolMessageProps> = ({ part }) => {
+  const toolName = getToolName(part);
+
+  const Icon = getIcon(toolName);
+
+  if (part.state === 'input-streaming' || part.state === 'input-available') {
+    return (
+      <ToolUseMessage>
+        <Row center gap='0.5ch'>
+          <Icon />
+          <ToolTitle toolName={toolName} part={part} />
+        </Row>
+      </ToolUseMessage>
+    );
+  }
+
+  if (part.state === 'output-available') {
+    return (
+      <Details
+        title={
+          <ToolUseMessage>
+            <Row center gap='0.5ch'>
+              <Icon />
+              <ToolTitle toolName={toolName} part={part} />
+            </Row>
+          </ToolUseMessage>
+        }
+      >
+        <StyledPre>{JSON.stringify(part.output, null, 2)}</StyledPre>
+      </Details>
+    );
+  }
+
+  return null;
+};
+
+const getIcon = (toolName: string) => {
+  switch (toolName) {
+    case TOOL_NAMES.SEARCH_RESOURCE:
+      return FaMagnifyingGlass;
+    case TOOL_NAMES.GET_ATOMIC_RESOURCE:
+      return FaAtom;
+    case TOOL_NAMES.GET_SCHEMA:
+      return FaBook;
+    case TOOL_NAMES.EDIT_ATOMIC_RESOURCE:
+      return FaPencil;
+    default:
+      return FaWrench;
+  }
+};
+
+const ToolTitle = ({
+  toolName,
+  part,
+}: {
+  toolName: string;
+  part: ToolUIPart;
+}) => {
+  const args = part.input as unknown;
+
+  if (toolName === TOOL_NAMES.SEARCH_RESOURCE && isSearchArgs(args)) {
+    return <span>{args.query}</span>;
+  }
+
+  if (toolName === TOOL_NAMES.GET_ATOMIC_RESOURCE && isFetchArgs(args)) {
+    return <FetchResourceTitle subjects={args.subjects} />;
+  }
+
+  if (toolName === TOOL_NAMES.EDIT_ATOMIC_RESOURCE && isEditArgs(args)) {
+    return <EditTitle property={args.property} subject={args.subject} />;
+  }
+
+  return <span>{toolName}</span>;
+};
+
+const FetchResourceTitle = ({ subjects }: { subjects: string[] }) => {
+  return (
+    <span>
+      Fetching{' '}
+      <InlineFormattedResourceList
+        subjects={subjects}
+        RenderComp={ResourceTitle}
+      />
+    </span>
+  );
+};
+
+const ResourceTitle = ({ subject }: { subject: string }) => {
+  const resource = useResource(subject);
+
+  return (
+    <span>
+      {resource.title.slice(0, 20)}
+      {resource.title.length > 20 ? '...' : ''}
+    </span>
+  );
+};
+
+const EditTitle = ({
+  property,
+  subject,
+}: {
+  property: string;
+  subject: string;
+}) => {
+  const resource = useResource(subject);
+  const propertyResource = useResource(property);
+
+  return (
+    <span>
+      Editing {propertyResource.title} on {resource.title}
+    </span>
+  );
+};
+
+function isSearchArgs(args: unknown): args is { query: string } {
+  return typeof args === 'object' && args !== null && 'query' in args;
+}
+
+function isEditArgs(
+  args: unknown,
+): args is { subject: string; property: string; value: unknown } {
+  return (
+    typeof args === 'object' &&
+    args !== null &&
+    'subject' in args &&
+    'property' in args &&
+    'value' in args
+  );
+}
+
+function isFetchArgs(args: unknown): args is { subjects: string[] } {
+  return (
+    typeof args === 'object' &&
+    args !== null &&
+    'subjects' in args &&
+    Array.isArray((args as { subjects?: unknown }).subjects)
+  );
+}
+
+const ToolUseMessage = styled.div`
+  background-color: var(--mainSelectedBg);
+  padding: 0.5em;
+  border-radius: var(--radius);
+  font-size: 0.7rem;
+  width: fit-content;
+  color: var(--textLight);
+`;
+
+const StyledPre = styled.pre`
+  background-color: ${p => p.theme.colors.bg};
+  padding: ${p => p.theme.size()};
+  border-radius: ${p => p.theme.radius};
+  overflow-x: auto;
+  code {
+    font-family: Monaco, monospace;
+    font-size: 0.8em;
+  }
+`;
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/ReasoningMessage.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/ReasoningMessage.tsx
new file mode 100644
index 000000000..b8669fb1f
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/ReasoningMessage.tsx
@@ -0,0 +1,40 @@
+import Markdown from '@components/datatypes/Markdown';
+import styled from 'styled-components';
+import { Details } from '@components/Details';
+
+const ReasoningMessageWrapper = styled.div`
+  padding: ${p => p.theme.size()};
+  color: ${p => p.theme.colors.textLight};
+  font-style: italic;
+  border-radius: ${p => p.theme.radius};
+  width: 90%;
+`;
+
+export const ReasoningMessage = ({
+  text,
+  state,
+}: {
+  text: string;
+  state?: 'streaming' | 'done';
+}) => {
+  if (state === 'streaming') {
+    return (
+      <ReasoningMessageWrapper>
+        <span>Thinking...</span>
+        <Markdown text={text} maxLength={Infinity} />
+      </ReasoningMessageWrapper>
+    );
+  }
+
+  return (
+    <Details title={<Title>Thinking</Title>}>
+      <ReasoningMessageWrapper>
+        <Markdown text={text} maxLength={Infinity} />
+      </ReasoningMessageWrapper>
+    </Details>
+  );
+};
+
+const Title = styled.span`
+  font-size: 0.8em;
+`;
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/SourceUrlPart.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/SourceUrlPart.tsx
new file mode 100644
index 000000000..4908306ed
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/SourceUrlPart.tsx
@@ -0,0 +1,46 @@
+import { styled } from 'styled-components';
+import type { SourceUrlUIPart } from 'ai';
+import { FaGlobe } from 'react-icons/fa6';
+
+interface SourceUrlPartProps {
+  part: SourceUrlUIPart;
+}
+
+export const SourceUrlPart = ({ part }: SourceUrlPartProps) => {
+  return (
+    <Wrapper>
+      <FaGlobe />
+      <a href={part.url} target='_blank' rel='noopener noreferrer'>
+        {part.title ?? part.url}
+      </a>
+    </Wrapper>
+  );
+};
+
+const Wrapper = styled.a`
+  --source-url-width: 16rem;
+  display: flex;
+  align-items: center;
+  gap: 1ch;
+  padding: 0.5em 1em;
+  background-color: ${p => p.theme.colors.bg1};
+  border-radius: 50px;
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+  margin-bottom: ${p => p.theme.size(2)};
+  max-width: var(--source-url-width);
+  color: ${p => p.theme.colors.textLight};
+  font-size: 0.8rem;
+  a {
+    color: ${p => p.theme.colors.textLight};
+    text-decoration: none;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+    max-width: calc(var(--source-url-width) - 3.4rem);
+    &:hover {
+      text-decoration: underline;
+    }
+  }
+`;
diff --git a/browser/data-browser/src/chunks/AI/AIChatMessageParts/UserMessage.tsx b/browser/data-browser/src/chunks/AI/AIChatMessageParts/UserMessage.tsx
new file mode 100644
index 000000000..45b7a2e06
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatMessageParts/UserMessage.tsx
@@ -0,0 +1,66 @@
+import { type AtomicUIMessage } from '../types';
+import { styled } from 'styled-components';
+import Markdown from '@components/datatypes/Markdown';
+import { Row } from '@components/Row';
+import { MessageContextItem } from '../MessageContextItem';
+import { FileContent } from './FileContent';
+
+interface UserMessageProps {
+  message: AtomicUIMessage;
+}
+
+export const UserMessage: React.FC<UserMessageProps> = ({ message }) => {
+  const context = message.metadata?.context;
+
+  return (
+    <UserMessageWrapper>
+      <SenderName>You</SenderName>
+      {context && (
+        <ContextItemRow wrapItems center gap='1ch'>
+          {context.map(item => (
+            <MessageContextItem key={item.id} contextItem={item} />
+          ))}
+        </ContextItemRow>
+      )}
+      {message.parts.map((part, index) => {
+        if (part.type === 'text') {
+          return <Markdown key={index} text={part.text} maxLength={Infinity} />;
+        } else if (part.type === 'file') {
+          return <FileContent key={index} part={part} />;
+        } else {
+          return null; // Handle other part types if needed
+        }
+      })}
+    </UserMessageWrapper>
+  );
+};
+
+const ContextItemRow = styled(Row)`
+  margin-block-end: ${p => p.theme.size(2)};
+`;
+
+const MessageWrapper = styled.div`
+  border-radius: ${p => p.theme.radius};
+  width: 90%;
+  padding-block: ${p => p.theme.size()};
+
+  &:hover {
+    background-color: ${p => p.theme.colors.bg};
+  }
+`;
+
+const UserMessageWrapper = styled(MessageWrapper)`
+  padding: ${p => p.theme.size()};
+  background-color: ${p => p.theme.colors.bg};
+  align-self: flex-end;
+  box-shadow: ${p => p.theme.boxShadow};
+`;
+
+const SenderName = styled.span`
+  display: inline-flex;
+  align-items: center;
+  gap: 1ch;
+  font-weight: bold;
+  font-size: 0.6rem;
+  color: ${p => p.theme.colors.textLight};
+`;
diff --git a/browser/data-browser/src/chunks/AI/AIChatPage.tsx b/browser/data-browser/src/chunks/AI/AIChatPage.tsx
new file mode 100644
index 000000000..fa7447c00
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AIChatPage.tsx
@@ -0,0 +1,183 @@
+import { useEffect, useState } from 'react';
+import {
+  Ai,
+  ai,
+  useArray,
+  useCanWrite,
+  useStore,
+  useTitle,
+  type Resource,
+} from '@tomic/react';
+import type { ResourcePageProps } from '@views/ResourcePage';
+import toast from 'react-hot-toast';
+import { type AIMessageContext, type AtomicUIMessage } from './types';
+import { Column, Row } from '@components/Row';
+import { EditableTitle } from '@components/EditableTitle';
+import { DEFAULT_AICHAT_NAME } from '@components/AI/aiContstants';
+import { useGenerativeData } from './useGenerativeData';
+import {
+  uiMessageToResource,
+  messageResourcesToDisplayMessages,
+} from './chatConversionUtils';
+import { TagBar } from '@components/Tag/TagBar';
+import { RealAIChat } from './RealAIChat';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+const AIChatPage: React.FC<ResourcePageProps<Ai.AiChat>> = ({ resource }) => {
+  const store = useStore();
+  const { shouldGenerateTitles } = useAISettings();
+  const [loading, setLoading] = useState(true);
+  const [messages, setMessages] = useState<AtomicUIMessage[]>([]);
+  const [contextItems, setContextItems] = useState<AIMessageContext[]>([]);
+  const [messageSubjects, setMessageSubjects] = useArray(
+    resource,
+    ai.properties.messages,
+    {
+      commit: true,
+    },
+  );
+  const [messageToResourceMap, setMessageToResourceMap] = useState(
+    new Map<AtomicUIMessage, Resource>(),
+  );
+  const [title, setTitle] = useTitle(resource);
+
+  const canWrite = useCanWrite(resource);
+  const { generateTitleFromConversation } = useGenerativeData();
+
+  const addNewMessage = async (message: AtomicUIMessage) => {
+    setMessages(prev => [...prev, message]);
+
+    try {
+      const messageResource = await uiMessageToResource(
+        message,
+        resource,
+        store,
+      );
+
+      resource.push(ai.properties.messages, [messageResource.subject]);
+
+      await resource.save();
+
+      setMessageToResourceMap(prev => {
+        prev.set(message, messageResource);
+
+        return prev;
+      });
+    } catch (error) {
+      console.error(error);
+      toast.error('Failed to create message resource');
+    }
+  };
+
+  const handleDeleteMessage = (message: AtomicUIMessage) => {
+    const messageResource = messageToResourceMap.get(message);
+
+    if (messageResource) {
+      setMessageSubjects(
+        messageSubjects.filter(s => s !== messageResource.subject),
+      );
+      messageResource.destroy();
+    }
+
+    setMessages(prev => prev.filter(m => m !== message));
+
+    setMessageToResourceMap(prev => {
+      prev.delete(message);
+
+      return prev;
+    });
+  };
+
+  const removeFollowingMessages = async (message: AtomicUIMessage) => {
+    const nextMessages = messages.slice(
+      messages.findIndex(x => x.id === message.id) + 1,
+    );
+
+    // We need to destroy the resources server side as well as in the internal state.
+    // We also need to update the `messages` prop in the chat resource.
+    const destroySubjects: string[] = [];
+
+    for (const m of nextMessages) {
+      const r = messageToResourceMap.get(m);
+
+      if (r) {
+        destroySubjects.push(r.subject);
+
+        try {
+          await r.destroy();
+        } catch (error) {
+          console.error('Error removing message:', error);
+        }
+      } else {
+        throw new Error(`Resource not found for message: ${m.id}`);
+      }
+    }
+
+    try {
+      // Set chat resource on server with new message array
+      await resource.set(
+        ai.properties.messages,
+        resource.props.messages?.filter(x => !destroySubjects.includes(x)),
+      );
+      await resource.save();
+      // Set internal message state
+      setMessages(prev => {
+        const newMessages = prev.slice(
+          0,
+          prev.findIndex(x => x.id === message.id) + 1,
+        );
+
+        return newMessages;
+      });
+    } catch (error) {
+      console.error('Error removing messages:', error);
+    }
+  };
+
+  // On load create AIChatDisplayMessages from the resource's messages.
+  useEffect(() => {
+    messageResourcesToDisplayMessages(messageSubjects, store).then(map => {
+      setMessages(Array.from(map.keys()));
+      setMessageToResourceMap(map);
+      setLoading(false);
+    });
+  }, []);
+
+  // When there are only two messages and the title is still the default name, generate a title from the conversation.
+  useEffect(() => {
+    if (
+      messages.length === 2 &&
+      title === DEFAULT_AICHAT_NAME &&
+      shouldGenerateTitles
+    ) {
+      generateTitleFromConversation(messages).then(setTitle);
+    }
+  }, [messages, title]);
+
+  if (loading) {
+    return <div>Loading...</div>;
+  }
+
+  return (
+    <RealAIChat
+      fullView
+      initialMessages={messages}
+      readonly={!canWrite}
+      externalContextItems={contextItems}
+      setExternalContextItems={setContextItems}
+      chatSubject={resource.subject}
+      onNewMessage={addNewMessage}
+      onDeleteMessage={handleDeleteMessage}
+      onRegenerateMessage={removeFollowingMessages}
+    >
+      <Column gap='0.5rem'>
+        <Row>
+          <EditableTitle resource={resource} />
+        </Row>
+        <TagBar resource={resource} />
+      </Column>
+    </RealAIChat>
+  );
+};
+
+export default AIChatPage;
diff --git a/browser/data-browser/src/chunks/AI/AISidebar.tsx b/browser/data-browser/src/chunks/AI/AISidebar.tsx
new file mode 100644
index 000000000..028cbc431
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AISidebar.tsx
@@ -0,0 +1,183 @@
+import { styled } from 'styled-components';
+import React, { useEffect, useReducer, useRef, useState } from 'react';
+import { newContextItem, useAISidebar } from '@components/AI/AISidebarContext';
+import { AIAtomicResourceMessageContext, type AtomicUIMessage } from './types';
+import { useCurrentSubject } from '@helpers/useCurrentSubject';
+import { FaArrowRotateLeft, FaFloppyDisk, FaXmark } from 'react-icons/fa6';
+import { IconButton } from '@components/IconButton/IconButton';
+import { Row } from '@components/Row';
+import { ParentPickerDialog } from '@components/ParentPicker/ParentPickerDialog';
+import { ai, core, useStore, type Ai } from '@tomic/react';
+import { useGenerativeData } from './useGenerativeData';
+import { uiMessageToResource } from './chatConversionUtils';
+import { useNavigateWithTransition } from '@hooks/useNavigateWithTransition';
+import { constructOpenURL } from '@helpers/navigation';
+import { RealAIChat } from './RealAIChat';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+const AISidebar: React.FC = () => {
+  const store = useStore();
+  const [rerenderKey, updateRenderKey] = useReducer(prev => prev + 1, 0);
+  const { shouldGenerateTitles } = useAISettings();
+  const { isOpen, contextItems, setContextItems, setIsOpen } = useAISidebar();
+  const [messages, setMessages] = useState<AtomicUIMessage[]>([]);
+  const [currentSubject] = useCurrentSubject();
+  const [showParentPicker, setShowParentPicker] = useState(false);
+  const titlePromiseRef = useRef<Promise<string | undefined> | undefined>(
+    undefined,
+  );
+  const { generateTitleFromConversation } = useGenerativeData();
+  const navigate = useNavigateWithTransition();
+
+  const addNewMessage = (message: AtomicUIMessage) => {
+    setMessages(prev => [...prev, message]);
+  };
+
+  const handleParentSelect = async (parent: string) => {
+    const chatResource = await store.newResource<Ai.AiChat>({
+      parent,
+      isA: ai.classes.aiChat,
+      propVals: {
+        [core.properties.name]: 'New Chat',
+      },
+    });
+
+    for (const message of messages) {
+      const messageResource = await uiMessageToResource(
+        message,
+        chatResource,
+        store,
+      );
+
+      chatResource.push(ai.properties.messages, [messageResource.subject]);
+      messageResource.save();
+    }
+
+    if (titlePromiseRef.current) {
+      const name = await titlePromiseRef.current;
+
+      if (name) {
+        await chatResource.set(core.properties.name, name);
+      }
+
+      titlePromiseRef.current = undefined;
+    }
+
+    await chatResource.save();
+
+    store.notifyResourceManuallyCreated(chatResource);
+
+    setMessages([]);
+    navigate(constructOpenURL(chatResource.subject));
+  };
+
+  const handleMessageDelete = (message: AtomicUIMessage) => {
+    setMessages(prev => prev.filter(m => m !== message));
+  };
+
+  const resetChat = () => {
+    setMessages([]);
+    updateRenderKey();
+  };
+
+  const onRegenerateMessage = (message: AtomicUIMessage) => {
+    // Remove all messages after the one that was regenerated
+    setMessages(prev => {
+      const index = prev.findIndex(m => m.id === message.id);
+
+      return prev.slice(0, index + 1);
+    });
+  };
+
+  useEffect(() => {
+    // When the user opens the AI sidebar and the chat is completely empty, we add the current subject to the context.
+    if (
+      isOpen &&
+      currentSubject &&
+      messages.length === 0 &&
+      contextItems.length < 2
+    ) {
+      setContextItems([
+        newContextItem<AIAtomicResourceMessageContext>({
+          type: 'atomic-resource',
+          subject: currentSubject,
+        }),
+      ]);
+    }
+  }, [isOpen, currentSubject]);
+
+  useEffect(() => {
+    if (messages.length > 2 && !titlePromiseRef.current) {
+      if (!shouldGenerateTitles) {
+        // Don't generate a title, just resolve the promise.
+        titlePromiseRef.current = Promise.resolve(undefined);
+
+        return;
+      }
+
+      titlePromiseRef.current = generateTitleFromConversation(messages);
+    }
+  }, [messages]);
+
+  return (
+    <React.Fragment key={rerenderKey}>
+      {/* When resetting the chat it is better to refresh the whole component because the useChat hook keeps internal state that is not easy to reset. */}
+      <RealAIChat
+        initialMessages={messages}
+        onNewMessage={addNewMessage}
+        externalContextItems={contextItems}
+        setExternalContextItems={setContextItems}
+        onDeleteMessage={handleMessageDelete}
+        onRegenerateMessage={onRegenerateMessage}
+      >
+        <Row center justify='space-between' fullWidth>
+          <Row center gap='0.5ch'>
+            <IconButton
+              title='Reset'
+              onClick={resetChat}
+              color='textLight'
+              style={{ alignSelf: 'flex-end' }}
+            >
+              <FaArrowRotateLeft />
+            </IconButton>
+            <Heading>Atomic Assistant</Heading>
+          </Row>
+          <Row center gap='0.5ch'>
+            <IconButton
+              title='Save Chat'
+              onClick={() => setShowParentPicker(true)}
+              disabled={messages.length < 2}
+              color='textLight'
+              style={{ alignSelf: 'flex-end' }}
+            >
+              <FaFloppyDisk />
+            </IconButton>
+            <IconButton
+              title='Close AI Sidebar'
+              color='textLight'
+              style={{ alignSelf: 'flex-end' }}
+              onClick={() => {
+                setIsOpen(false);
+              }}
+            >
+              <FaXmark />
+            </IconButton>
+          </Row>
+        </Row>
+      </RealAIChat>
+      <ParentPickerDialog
+        open={showParentPicker}
+        onOpenChange={setShowParentPicker}
+        onSelect={handleParentSelect}
+      />
+    </React.Fragment>
+  );
+};
+
+const Heading = styled.h2`
+  font-size: 1rem;
+  font-weight: 600;
+  margin-bottom: ${p => p.theme.size(2)};
+`;
+
+export default AISidebar;
diff --git a/browser/data-browser/src/chunks/AI/AgentConfig.tsx b/browser/data-browser/src/chunks/AI/AgentConfig.tsx
new file mode 100644
index 000000000..e05ff2e60
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AgentConfig.tsx
@@ -0,0 +1,550 @@
+import { useEffect, useState } from 'react';
+import { styled } from 'styled-components';
+import { Row, Column } from '@components/Row';
+import { FaPlus } from 'react-icons/fa6';
+import { ModelSelect } from './ModelSelect/ModelSelect';
+import { AIProvider } from '@components/AI/aiContstants';
+import { type AIAgent, type AIModelIdentifier } from './types';
+import {
+  Dialog,
+  DialogTitle,
+  DialogContent,
+  DialogActions,
+  useDialog,
+} from '@components/Dialog';
+import { useLocalStorage } from '@hooks/useLocalStorage';
+import { Button } from '@components/Button';
+import { SkeletonButton } from '@components/SkeletonButton';
+import { Checkbox, CheckboxLabel } from '@components/forms/Checkbox';
+import { InputWrapper, InputStyled } from '@components/forms/InputStyles';
+import { useAISettings } from '@components/AI/AISettingsContext';
+import { CheckboxDescriptor } from '@components/forms/CheckboxDescriptor';
+import { AgentConfigItem } from './AgentConfigItem';
+
+// Add this formatter at the top of the file, after imports
+const temperatureFormatter = new Intl.NumberFormat(undefined, {
+  minimumFractionDigits: 2,
+  maximumFractionDigits: 2,
+});
+
+// Helper function to generate a unique ID
+const generateId = () => {
+  return `custom-user-agent.${Math.random().toString(36).substring(2, 11)}`;
+};
+
+interface AgentConfigProps {
+  open: boolean;
+  onOpenChange: (open: boolean) => void;
+  selectedAgent: AIAgent;
+  onSelectAgent: (agent: AIAgent) => void;
+}
+
+const defaultNewAgent: Omit<AIAgent, 'id'> = {
+  name: '',
+  description: '',
+  systemPrompt: '',
+  availableTools: [],
+  model: {
+    id: 'openai/gpt-4o-mini',
+    provider: AIProvider.OpenRouter,
+  },
+  canReadAtomicData: false,
+  canWriteAtomicData: false,
+  temperature: 0.1,
+};
+
+const defaultAgents: AIAgent[] = [
+  {
+    name: 'Atomic Data Agent',
+    id: 'dev.atomicdata.atomic-agent',
+    description:
+      "An agent that is specialized in helping you use AtomicServer. It takes context from what you're doing.",
+    systemPrompt: `You are an AI assistant in the Atomic Data Browser. Users will ask questions about their data and you will answer by looking at the data or using your own knowledge about the world.
+Atomic Data uses JSON-AD, Every resource including the properties themselves have a subject (the '@id' property in the JSON-AD), this is a URL that points to the resource.
+Resources are always referenced by subject so make sure you have all the subjects you need before editing or creating resources.
+
+Keep the following things in mind:
+- If the user mentions a resource by its name and you don't know the subject, use the search-resource tool to find its subject.
+- If you need details on resources referenced by another resource, use the get-atomic-resource tool.
+- When talking about a resource, always wrap the title in a link using markdown.
+- If you don't know the answer to the users question, try to figure it out by using the tools provided to you.
+`,
+    availableTools: [],
+    model: {
+      id: 'openai/gpt-4o-mini',
+      provider: AIProvider.OpenRouter,
+    },
+    canReadAtomicData: true,
+    canWriteAtomicData: true,
+    temperature: 0.1,
+  },
+  {
+    name: 'General Agent',
+    id: 'dev.atomicdata.general-agent',
+    description: "A basic agent that doesn't have any special purpose.",
+    systemPrompt: ``,
+    availableTools: [],
+    model: {
+      id: 'openai/gpt-4.1-mini',
+      provider: AIProvider.OpenRouter,
+    },
+    canReadAtomicData: false,
+    canWriteAtomicData: false,
+    temperature: 0.1,
+  },
+];
+
+export const useAIAgentConfig = () => {
+  const [agents, setAgents] = useLocalStorage<AIAgent[]>(
+    'atomic.ai.agents',
+    defaultAgents,
+  );
+  const [autoAgentSelectEnabled, setAutoAgentSelectEnabled] = useLocalStorage(
+    'atomic.ai.autoAgentSelect',
+    true,
+  );
+  const [defaultAgentId, setDefaultAgentId] = useLocalStorage<string>(
+    'atomic.ai.defaultAgentId',
+    agents[0]?.id || '',
+  );
+
+  const [agentChatIndex, setAgentChatIndex] = useLocalStorage<
+    Record<string, string>
+  >('atomic.ai.lastUsedAgentInChat', {});
+
+  // Remember the last used agent in the sidebar but don't keep it
+  const [lastUsedSidebarAgent, setLastUsedSidebarAgent] =
+    useLocalStorage<string>(
+      'atomic.ai.sidebar.lastUsedAgent',
+      defaultAgentId,
+      window.sessionStorage,
+    );
+
+  // Save agents to settings
+  const saveAgents = (newAgents: AIAgent[]) => {
+    setAgents(newAgents);
+  };
+
+  const getInitialAgent = (sideBar: boolean, chatSubject?: string) => {
+    if (sideBar) {
+      return agents.find(a => a.id === lastUsedSidebarAgent) ?? agents[0];
+    } else if (chatSubject) {
+      const id = agentChatIndex[chatSubject] ?? defaultAgentId;
+
+      return agents.find(a => a.id === id) ?? agents[0];
+    }
+
+    return agents.find(a => a.id === defaultAgentId) ?? agents[0];
+  };
+
+  const setLastUsedAgentForChat = (chatSubject: string, agentId: string) => {
+    setAgentChatIndex({ ...agentChatIndex, [chatSubject]: agentId });
+  };
+
+  return {
+    agents,
+    autoAgentSelectEnabled,
+    setAutoAgentSelectEnabled,
+    saveAgents,
+    defaultAgentId,
+    setDefaultAgentId,
+    setLastUsedAgentForChat,
+    setLastUsedSidebarAgent,
+    getInitialAgent,
+  };
+};
+
+export const AgentConfig = ({
+  open,
+  onOpenChange,
+  selectedAgent,
+  onSelectAgent,
+}: AgentConfigProps) => {
+  const {
+    agents,
+    autoAgentSelectEnabled,
+    setAutoAgentSelectEnabled,
+    saveAgents,
+  } = useAIAgentConfig();
+  const [editingAgent, setEditingAgent] = useState<AIAgent | null>(null);
+  const [isCreating, setIsCreating] = useState(false);
+  const [dialogProps, show, _close, isOpen] = useDialog({
+    bindShow: onOpenChange,
+  });
+
+  const handleSaveAgent = () => {
+    if (!editingAgent) return;
+
+    const newAgents = isCreating
+      ? [...agents, editingAgent]
+      : agents.map((agent: AIAgent) =>
+          // Use ID to identify which agent we're editing
+          agent.id === editingAgent.id ? editingAgent : agent,
+        );
+
+    saveAgents(newAgents);
+
+    // If we're editing the currently selected agent or creating a new one, update selection
+    if (selectedAgent.id === editingAgent.id || isCreating) {
+      onSelectAgent(editingAgent);
+    }
+
+    setEditingAgent(null);
+    setIsCreating(false);
+  };
+
+  const handleDeleteAgent = (agentToDelete: AIAgent) => {
+    if (agents.length <= 1) {
+      // Prevent deleting the last agent
+      return;
+    }
+
+    const newAgents = agents.filter(
+      (agent: AIAgent) => agent.id !== agentToDelete.id,
+    );
+    saveAgents(newAgents);
+
+    // If we're deleting the currently selected agent, select the first available
+    if (selectedAgent.id === agentToDelete.id) {
+      onSelectAgent(newAgents[0]);
+    }
+  };
+
+  const handleCreateNewAgent = () => {
+    setEditingAgent({
+      ...defaultNewAgent,
+      id: generateId(),
+    });
+    setIsCreating(true);
+  };
+
+  const handleEditAgent = (agent: AIAgent) => {
+    setEditingAgent({ ...agent });
+    setIsCreating(false);
+  };
+
+  const handleCancel = () => {
+    setEditingAgent(null);
+    setIsCreating(false);
+  };
+
+  useEffect(() => {
+    if (open) {
+      show();
+    }
+  }, [open]);
+
+  return (
+    <Dialog {...dialogProps} width='600px'>
+      {isOpen && (
+        <>
+          <DialogTitle>
+            <h1>Select AI Agents</h1>
+          </DialogTitle>
+          <DialogContent>
+            {editingAgent ? (
+              <AgentForm agent={editingAgent} onChange={setEditingAgent} />
+            ) : (
+              <Column>
+                <div>
+                  <CheckboxDescriptor
+                    label='Automatic Agent Selection'
+                    description='Pick best agent for the job based on name, description and
+                    available tools'
+                  >
+                    {id => (
+                      <Checkbox
+                        id={id}
+                        checked={autoAgentSelectEnabled}
+                        onChange={setAutoAgentSelectEnabled}
+                      />
+                    )}
+                  </CheckboxDescriptor>
+                </div>
+                <AgentsList role='radiogroup' aria-label='AI Agents'>
+                  {agents.map((agent: AIAgent) => (
+                    <AgentConfigItem
+                      key={agent.id}
+                      agent={agent}
+                      selected={selectedAgent.id === agent.id}
+                      onSelect={onSelectAgent}
+                      onEdit={handleEditAgent}
+                      onDelete={handleDeleteAgent}
+                    />
+                  ))}
+                </AgentsList>
+
+                <CreateButton onClick={handleCreateNewAgent}>
+                  <FaPlus title='' /> Create New Agent
+                </CreateButton>
+              </Column>
+            )}
+          </DialogContent>
+          {editingAgent && (
+            <DialogActions>
+              <Button subtle onClick={handleCancel}>
+                Cancel
+              </Button>
+              <Button
+                onClick={() => {
+                  handleSaveAgent();
+                }}
+              >
+                {isCreating ? 'Create Agent' : 'Save Changes'}
+              </Button>
+            </DialogActions>
+          )}
+        </>
+      )}
+    </Dialog>
+  );
+};
+
+interface AgentFormProps {
+  agent: AIAgent;
+  onChange: (agent: AIAgent) => void;
+}
+
+const AgentForm = ({ agent, onChange }: AgentFormProps) => {
+  const { mcpServers } = useAISettings();
+
+  const handleChange = (
+    field: keyof AIAgent,
+    value: string | boolean | number | AIModelIdentifier,
+  ) => {
+    onChange({
+      ...agent,
+      [field]: value,
+    });
+  };
+
+  const onToggleTool = (toolId: string) => {
+    onChange({
+      ...agent,
+      availableTools: agent.availableTools.includes(toolId)
+        ? agent.availableTools.filter(t => t !== toolId)
+        : [...agent.availableTools, toolId],
+    });
+  };
+
+  useEffect(() => {
+    // Check if the agent has any tools that are not available any more.
+    const currentlyAvailableServers = mcpServers.map(s => s.id);
+    const tools = agent.availableTools.filter(tool =>
+      currentlyAvailableServers.includes(tool),
+    );
+
+    if (tools.length !== agent.availableTools.length) {
+      onChange({
+        ...agent,
+        availableTools: tools,
+      });
+    }
+  }, [mcpServers]);
+
+  const enforceToolSupport =
+    agent.availableTools.length > 0 ||
+    agent.canReadAtomicData ||
+    agent.canWriteAtomicData;
+
+  return (
+    <FormContainer>
+      <FormGroup>
+        <Label htmlFor='agent-name'>Name</Label>
+        <Input
+          id='agent-name'
+          required
+          max={50}
+          value={agent.name}
+          onChange={e => handleChange('name', e.target.value)}
+          placeholder='Agent name'
+        />
+      </FormGroup>
+
+      <FormGroup>
+        <Label htmlFor='agent-description'>Description</Label>
+        <Input
+          id='agent-description'
+          value={agent.description}
+          onChange={e => handleChange('description', e.target.value)}
+          placeholder='Agent description'
+        />
+      </FormGroup>
+
+      <FormGroup>
+        <Label htmlFor='agent-system-prompt'>System Prompt</Label>
+        <Textarea
+          id='agent-system-prompt'
+          value={agent.systemPrompt}
+          onChange={e => handleChange('systemPrompt', e.target.value)}
+          placeholder='System prompt that defines how the agent behaves'
+          rows={8}
+        />
+      </FormGroup>
+
+      <FormGroup>
+        <Label>Atomic Data Access</Label>
+        <CheckboxLabel>
+          <Checkbox
+            checked={agent.canReadAtomicData}
+            onChange={checked => handleChange('canReadAtomicData', checked)}
+          />
+          Read
+        </CheckboxLabel>
+        <CheckboxLabel>
+          <Checkbox
+            checked={agent.canWriteAtomicData}
+            onChange={checked => handleChange('canWriteAtomicData', checked)}
+          />
+          Write
+        </CheckboxLabel>
+      </FormGroup>
+      <FormGroup>
+        <Label>Tools</Label>
+        <ToolList>
+          {mcpServers.map(server => (
+            <li key={server.id}>
+              <CheckboxLabel>
+                <Checkbox
+                  checked={agent.availableTools.includes(server.id)}
+                  onChange={() => onToggleTool(server.id)}
+                />
+                {server.name}
+              </CheckboxLabel>
+            </li>
+          ))}
+          {mcpServers.length === 0 && (
+            <li>
+              <SubtleText>No MCP servers configured.</SubtleText>
+            </li>
+          )}
+        </ToolList>
+      </FormGroup>
+
+      <FormGroup>
+        <Label>Model</Label>
+        <ModelSelect
+          defaultModel={agent.model}
+          onSelect={model => handleChange('model', model)}
+          enforceToolSupport={enforceToolSupport}
+        />
+      </FormGroup>
+
+      <FormGroup>
+        <Label htmlFor='agent-temperature'>Temperature</Label>
+        <Row center fullWidth>
+          <RangeInput
+            id='agent-temperature'
+            type='range'
+            min={0}
+            max={2}
+            step={0.01}
+            value={agent.temperature ?? 0}
+            onChange={e =>
+              handleChange('temperature', parseFloat(e.target.value))
+            }
+          />
+          <InputWrapper>
+            <InputStyled
+              type='number'
+              min={0}
+              max={2}
+              step={0.01}
+              value={temperatureFormatter.format(agent.temperature ?? 0)}
+              onChange={e =>
+                handleChange('temperature', parseFloat(e.target.value))
+              }
+              aria-label='Temperature value'
+            />
+          </InputWrapper>
+        </Row>
+      </FormGroup>
+    </FormContainer>
+  );
+};
+
+// Styled components
+const AgentsList = styled.ul`
+  list-style: none;
+  padding: 0;
+  margin: 0;
+  margin-top: ${p => p.theme.size(2)};
+  display: flex;
+  flex-direction: column;
+  gap: ${p => p.theme.size(2)};
+`;
+
+const CreateButton = styled(SkeletonButton)`
+  width: 100%;
+  padding: ${p => p.theme.size(2)} ${p => p.theme.size(3)};
+  height: 3rem;
+`;
+
+const FormContainer = styled.div`
+  display: flex;
+  flex-direction: column;
+  gap: ${p => p.theme.size(3)};
+`;
+
+const FormGroup = styled.div`
+  display: flex;
+  flex-direction: column;
+  gap: ${p => p.theme.size(1)};
+`;
+
+const Label = styled.label`
+  font-size: 0.875rem;
+  font-weight: 600;
+`;
+
+const Input = styled.input`
+  padding: ${p => p.theme.size(2)};
+  border-radius: ${p => p.theme.radius};
+  border: 1px solid ${p => p.theme.colors.bg2};
+  background-color: ${p => p.theme.colors.bg};
+  color: ${p => p.theme.colors.text};
+  font-size: 1rem;
+
+  &:focus {
+    outline: none;
+    border-color: ${p => p.theme.colors.main};
+  }
+`;
+
+const Textarea = styled.textarea`
+  padding: ${p => p.theme.size(2)};
+  border-radius: ${p => p.theme.radius};
+  border: 1px solid ${p => p.theme.colors.bg2};
+  background-color: ${p => p.theme.colors.bg};
+  color: ${p => p.theme.colors.text};
+  font-size: 1rem;
+  resize: vertical;
+  min-height: 100px;
+
+  &:focus {
+    outline: none;
+    border-color: ${p => p.theme.colors.main};
+  }
+`;
+
+const ToolList = styled.ul`
+  list-style: none;
+  padding: 0;
+  margin: 0;
+
+  li {
+    list-style: none;
+    margin: 0;
+    padding: 0;
+  }
+`;
+
+const RangeInput = styled.input`
+  flex: 1;
+  flex-basis: 75%;
+`;
+
+const SubtleText = styled.p`
+  font-size: 0.875rem;
+  color: ${p => p.theme.colors.textLight};
+`;
diff --git a/browser/data-browser/src/chunks/AI/AgentConfigItem.tsx b/browser/data-browser/src/chunks/AI/AgentConfigItem.tsx
new file mode 100644
index 000000000..0aebc63ed
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/AgentConfigItem.tsx
@@ -0,0 +1,158 @@
+import { IconButton } from '@components/IconButton/IconButton';
+import { Column, Row } from '@components/Row';
+import {
+  FaStar,
+  FaTriangleExclamation,
+  FaPencil,
+  FaTrash,
+  FaEllipsisVertical,
+} from 'react-icons/fa6';
+import type { AIAgent } from './types';
+import { styled, useTheme } from 'styled-components';
+import { transition } from '@helpers/transition';
+import { useAIAgentConfig } from './AgentConfig';
+import { useAISettings } from '@components/AI/AISettingsContext';
+import { useId } from 'react';
+import { VisuallyHidden } from '@components/VisuallyHidden';
+import { DropdownMenu, type DropdownItem } from '@components/Dropdown';
+import { buildDefaultTrigger } from '@components/Dropdown/DefaultTrigger';
+
+interface AgentConfigItemProps {
+  agent: AIAgent;
+  selected: boolean;
+  onSelect: (agent: AIAgent) => void;
+  onEdit: (agent: AIAgent) => void;
+  onDelete: (agent: AIAgent) => void;
+}
+
+const ContextTrigger = buildDefaultTrigger(
+  <FaEllipsisVertical />,
+  'Open context menu',
+);
+
+export const AgentConfigItem: React.FC<AgentConfigItemProps> = ({
+  agent,
+  selected,
+  onSelect,
+  onEdit,
+  onDelete,
+}) => {
+  const inputId = useId();
+  const titleId = useId();
+  const descriptionId = useId();
+
+  const theme = useTheme();
+  const { defaultAgentId, setDefaultAgentId } = useAIAgentConfig();
+  const { isProviderEnabled } = useAISettings();
+
+  const isDefault = defaultAgentId === agent.id;
+  const providerDisabled = !isProviderEnabled(agent.model.provider);
+
+  const contextItems: DropdownItem[] = [
+    {
+      label: 'Edit',
+      id: 'edit',
+      icon: <FaPencil />,
+      onClick: () => onEdit(agent),
+    },
+    {
+      label: 'Delete',
+      id: 'delete',
+      icon: <FaTrash />,
+      onClick: () => onDelete(agent),
+    },
+  ];
+
+  return (
+    <AgentListItem
+      key={agent.id}
+      selected={selected}
+      onClick={e => {
+        const tag = (e.target as HTMLElement).tagName.toLowerCase();
+
+        if (tag === 'button' || tag === 'svg' || tag === 'path') return;
+        if (providerDisabled) return;
+        onSelect(agent);
+      }}
+    >
+      {/* The entire selector is also done via radio buttons to allow for keyboard navigation */}
+      <VisuallyHidden>
+        <input
+          disabled={providerDisabled}
+          type='radio'
+          id={inputId}
+          name='agent'
+          value={agent.id}
+          aria-labelledby={titleId}
+          aria-describedby={descriptionId}
+        />
+      </VisuallyHidden>
+
+      <Column fullWidth>
+        <Row gap='0.2ch' center fullWidth>
+          <IconButton
+            onClick={e => {
+              e.stopPropagation();
+              setDefaultAgentId(agent.id);
+            }}
+            title={isDefault ? 'Default agent' : `Set ${agent.name} as default`}
+            edgeAlign='start'
+          >
+            <FaStar color={isDefault ? theme.colors.main : theme.colors.bg2} />
+          </IconButton>
+          <Column gap='0'>
+            <Row gap='1ch' center>
+              <AgentName id={titleId} htmlFor={inputId}>
+                {agent.name}
+              </AgentName>
+              {providerDisabled && (
+                <FaTriangleExclamation
+                  title='Provider not enabled'
+                  color={theme.colors.warning}
+                />
+              )}
+            </Row>
+            <AgentDescription>{agent.model.id}</AgentDescription>
+          </Column>
+          <span style={{ flex: 1 }} />
+          <DropdownMenu items={contextItems} Trigger={ContextTrigger} />
+        </Row>
+        <AgentDescription id={descriptionId}>
+          {agent.description}
+        </AgentDescription>
+      </Column>
+    </AgentListItem>
+  );
+};
+
+const AgentListItem = styled.li<{ selected: boolean }>`
+  padding: ${p => p.theme.size(3)};
+  margin: 0;
+  border-radius: ${p => p.theme.radius};
+  background-color: ${p => p.theme.colors.bg1};
+  cursor: pointer;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  box-shadow: ${p =>
+    p.selected ? `0 0 0 2px ${p.theme.colors.main}` : 'none'};
+  ${transition('box-shadow')}
+
+  &:hover, &:has(input[type='radio']:focus) {
+    &:not(:has(input[type='radio']:disabled)) {
+      filter: brightness(0.95);
+    }
+  }
+`;
+
+const AgentName = styled.label`
+  font-size: 1rem;
+  font-weight: 600;
+  margin: 0;
+`;
+
+const AgentDescription = styled.p`
+  font-size: 0.875rem;
+  color: ${p => p.theme.colors.textLight};
+  margin: ${p => p.theme.size(1)} 0 0;
+`;
diff --git a/browser/data-browser/src/chunks/AI/ChatMessagesContainer.tsx b/browser/data-browser/src/chunks/AI/ChatMessagesContainer.tsx
new file mode 100644
index 000000000..58533f6b9
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ChatMessagesContainer.tsx
@@ -0,0 +1,72 @@
+import { styled } from 'styled-components';
+import { useEffect, useRef } from 'react';
+import { ScrollArea } from '@components/ScrollArea';
+import { Column } from '@components/Row';
+
+interface ChatMessagesContainerProps {
+  enableAutoScroll?: boolean;
+  fullView?: boolean;
+}
+
+export const ChatMessagesContainer: React.FC<
+  React.PropsWithChildren<ChatMessagesContainerProps>
+> = ({ children, enableAutoScroll, fullView }) => {
+  const messagesEndRef = useRef<HTMLDivElement>(null);
+  const containerRef = useRef<HTMLDivElement>(null);
+
+  const scrollToBottom = () => {
+    messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
+  };
+
+  useEffect(() => {
+    // Initial scroll to bottom when component mounts
+    scrollToBottom();
+
+    if (!containerRef.current) return;
+
+    // Set up MutationObserver to detect when new messages are added
+    const observer = new MutationObserver(mutations => {
+      if (!enableAutoScroll) return;
+
+      // Check if the mutations include actual content changes that would affect layout
+      const hasContentChanges = mutations.some(
+        mutation =>
+          mutation.type === 'childList' || mutation.type === 'characterData',
+      );
+
+      if (hasContentChanges) {
+        scrollToBottom();
+      }
+    });
+
+    // Observe all changes to the container's children
+    observer.observe(containerRef.current, {
+      childList: true,
+      subtree: true,
+      characterData: true,
+      attributes: true,
+      attributeFilter: ['style', 'class'],
+    });
+
+    return () => {
+      observer.disconnect();
+    };
+  }, [enableAutoScroll]);
+
+  return (
+    <MessagesContainer fullView={fullView}>
+      <Column ref={containerRef}>
+        {children}
+        <div ref={messagesEndRef} />
+      </Column>
+    </MessagesContainer>
+  );
+};
+
+const MessagesContainer = styled(ScrollArea)<{ fullView?: boolean }>`
+  overflow: auto;
+  height: 100%;
+  background-color: ${p => p.theme.colors.bgBody};
+  border-radius: ${p => p.theme.radius};
+  padding: ${p => (p.fullView ? '0' : p.theme.size())};
+`;
diff --git a/browser/data-browser/src/chunks/AI/ClientOnlyTransport.ts b/browser/data-browser/src/chunks/AI/ClientOnlyTransport.ts
new file mode 100644
index 000000000..8827f28f6
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ClientOnlyTransport.ts
@@ -0,0 +1,165 @@
+import {
+  convertToModelMessages,
+  stepCountIs,
+  streamText,
+  type ChatTransport,
+  type ToolSet,
+  type UIMessageChunk,
+} from 'ai';
+import { AIProvider } from '@components/AI/aiContstants';
+import { type AIAgent, type AtomicUIMessage } from './types';
+import { createOpenRouter } from '@openrouter/ai-sdk-provider';
+import { useRef } from 'react';
+import { useStore } from '@tomic/react';
+import { useAutoAgentSelect } from './useAgentAutoSelect';
+import { createOllama } from 'ollama-ai-provider-v2';
+
+export type Modalities = 'text' | 'image';
+
+export interface ClientOnlyTransportOptions {
+  openRouterAPIKey?: string;
+  ollamaURL?: string;
+  selectedAgent: AIAgent;
+  autoSelectAgent: boolean;
+  tools: ToolSet;
+  webSearchEnabled: boolean;
+  addContextToMessages: (
+    messages: AtomicUIMessage[],
+  ) => Promise<AtomicUIMessage[]>;
+  modalities: Modalities[];
+}
+
+/**
+ * A transport layer for the useChat hook that handles text streaming internally instead of relying on a server.
+ */
+export class ClientOnlyTransport implements ChatTransport<AtomicUIMessage> {
+  public constructor(
+    private options: ClientOnlyTransportOptions,
+    private idGenerator: () => string,
+    private _autoSelectAgent: ReturnType<typeof useAutoAgentSelect>,
+  ) {}
+
+  public set autoSelectAgent(func: ReturnType<typeof useAutoAgentSelect>) {
+    this._autoSelectAgent = func;
+  }
+
+  public setOptions(options: ClientOnlyTransportOptions) {
+    this.options = options;
+  }
+
+  public async sendMessages({
+    abortSignal,
+    ...options
+  }: Parameters<ChatTransport<AtomicUIMessage>['sendMessages']>[0]) {
+    const transformedMessages = await this.options.addContextToMessages(
+      options.messages,
+    );
+
+    const agent = await this.getAgent(transformedMessages);
+
+    const result = streamText({
+      messages: convertToModelMessages(transformedMessages),
+      model: this.getModelFromAgent(agent),
+      system: agent.systemPrompt,
+      tools: this.options.tools,
+      abortSignal,
+      stopWhen: stepCountIs(10),
+      temperature: agent.temperature,
+    });
+
+    const originalStream = result.toUIMessageStream({
+      originalMessages: transformedMessages,
+      generateMessageId: this.idGenerator,
+      messageMetadata: ({ part }) => {
+        if (part.type === 'finish') {
+          return {
+            inputTokensUsed: part.totalUsage.inputTokens,
+            outputTokensUsed: part.totalUsage.outputTokens,
+          };
+        }
+      },
+      sendSources: true,
+      sendReasoning: true,
+    });
+
+    // Create a transform stream that logs each chunk
+    const loggingTransform = new TransformStream({
+      transform(chunk, controller) {
+        // console.log(chunk.type, chunk);
+        controller.enqueue(chunk);
+      },
+    });
+
+    return originalStream.pipeThrough(loggingTransform);
+  }
+
+  public async reconnectToStream(): Promise<ReadableStream<UIMessageChunk> | null> {
+    return null;
+  }
+
+  private getModelFromAgent(agent: AIAgent) {
+    if (
+      agent.model.provider === AIProvider.OpenRouter &&
+      this.options.openRouterAPIKey
+    ) {
+      const openRouter = createOpenRouter({
+        apiKey: this.options.openRouterAPIKey,
+        compatibility: 'strict',
+        extraBody: {
+          transforms: ['middle-out'],
+          ...(Array.isArray(this.options.modalities)
+            ? { modalities: this.options.modalities }
+            : {}),
+        },
+      });
+
+      return openRouter(
+        agent.model.id + (this.options.webSearchEnabled ? ':online' : ''),
+      );
+    } else if (
+      agent.model.provider === AIProvider.Ollama &&
+      this.options.ollamaURL
+    ) {
+      const ollama = createOllama({
+        baseURL: `${this.options.ollamaURL}/api`,
+      });
+
+      return ollama(agent.model.id);
+    }
+
+    throw new Error('Invalid model provider');
+  }
+
+  private async getAgent(messages: AtomicUIMessage[]): Promise<AIAgent> {
+    if (this.options.autoSelectAgent && messages.length === 1) {
+      const prompt = messages[0].parts
+        .filter(p => p.type === 'text')
+        .map(p => p.text)
+        .join('');
+
+      return await this._autoSelectAgent(prompt);
+    }
+
+    return this.options.selectedAgent;
+  }
+}
+
+export const useClientOnlyTransport = (options: ClientOnlyTransportOptions) => {
+  const store = useStore();
+  const generateId = () => store.createSubject();
+  const pickAgent = useAutoAgentSelect();
+  // The useChat aggressively memoizes the transport so we need to make sure we always modify the same instance.
+  const transportRef = useRef(
+    new ClientOnlyTransport(options, generateId, pickAgent),
+  );
+  const prevOptionsRef = useRef(options);
+
+  if (options !== prevOptionsRef.current) {
+    transportRef.current.setOptions(options);
+    prevOptionsRef.current = options;
+  }
+
+  transportRef.current.autoSelectAgent = pickAgent;
+
+  return transportRef.current;
+};
diff --git a/browser/data-browser/src/chunks/AI/FollowUpPrompt.tsx b/browser/data-browser/src/chunks/AI/FollowUpPrompt.tsx
new file mode 100644
index 000000000..6855c8dda
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/FollowUpPrompt.tsx
@@ -0,0 +1,38 @@
+import { styled } from 'styled-components';
+import { Row } from '@components/Row';
+import { FaArrowRight } from 'react-icons/fa6';
+import { fadeIn } from '@helpers/commonAnimations';
+
+interface FollowUpPromptProps {
+  text: string;
+  onClick: () => void;
+}
+
+export const FollowUpPrompt = ({ text, onClick }: FollowUpPromptProps) => {
+  return (
+    <PromptButton onClick={onClick}>
+      <Row gap='1ch' center>
+        <FaArrowRight />
+        {text}
+      </Row>
+    </PromptButton>
+  );
+};
+
+const PromptButton = styled.button`
+  appearance: none;
+  background: none;
+  border: none;
+  cursor: pointer;
+  padding: ${p => p.theme.size(2)};
+  border-radius: ${p => p.theme.radius};
+  color: ${p => p.theme.colors.main};
+  text-align: start;
+  word-break: break-all;
+  font-size: 0.9rem;
+  animation: ${fadeIn} 0.2s ease-in-out;
+  &:hover,
+  &:focus-visible {
+    background-color: ${p => p.theme.colors.bg1};
+  }
+`;
diff --git a/browser/data-browser/src/chunks/AI/GeneratingIndicator.tsx b/browser/data-browser/src/chunks/AI/GeneratingIndicator.tsx
new file mode 100644
index 000000000..a960627cf
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/GeneratingIndicator.tsx
@@ -0,0 +1,49 @@
+import styled from 'styled-components';
+import { Row } from '@components/Row';
+
+interface GeneratingIndicatorProps {
+  text: string;
+}
+
+export function GeneratingIndicator({ text }: GeneratingIndicatorProps) {
+  return (
+    <Wrapper center gap='1ch'>
+      <svg height='1em' width='2.5em' viewBox='0 0 25 10'>
+        <style>
+          {`
+            @keyframes bounce {
+              0%, 100% {
+                transform: translateY(2px);
+              }
+              50% {
+                transform: translateY(-2px);
+              }
+            }
+            .dot {
+              fill: currentColor;
+              animation: bounce 1s infinite ease-in-out;
+            }
+            .dot1 {
+              animation-delay: 0ms;
+            }
+            .dot2 {
+              animation-delay: 200ms;
+            }
+            .dot3 {
+              animation-delay: 400ms;
+            }
+          `}
+        </style>
+        <circle cx='5' cy='5' r='2' className='dot dot1' />
+        <circle cx='12.5' cy='5' r='2' className='dot dot2' />
+        <circle cx='20' cy='5' r='2' className='dot dot3' />
+      </svg>
+      <span>{text}</span>
+    </Wrapper>
+  );
+}
+
+const Wrapper = styled(Row)`
+  font-size: 12px;
+  color: ${p => p.theme.colors.textLight};
+`;
diff --git a/browser/data-browser/src/chunks/AI/MessageContextItem.tsx b/browser/data-browser/src/chunks/AI/MessageContextItem.tsx
new file mode 100644
index 000000000..bf4f3bbce
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/MessageContextItem.tsx
@@ -0,0 +1,58 @@
+import { useResource } from '@tomic/react';
+import type { AIMessageContext } from './types';
+import { styled } from 'styled-components';
+import { FaXmark } from 'react-icons/fa6';
+import { IconButton } from '@components/IconButton/IconButton';
+
+interface ChatContextItemProps {
+  contextItem: AIMessageContext;
+  onRemove?: (item: AIMessageContext) => void;
+}
+
+export const MessageContextItem = ({
+  contextItem,
+  onRemove,
+}: ChatContextItemProps) => {
+  const content =
+    contextItem.type === 'atomic-resource' ? (
+      <ResourceContextItem subject={contextItem.subject} />
+    ) : (
+      <span>{contextItem.name}</span>
+    );
+
+  return (
+    <Badge>
+      {content}
+      {onRemove && (
+        <IconButton title='Remove' onClick={() => onRemove(contextItem)}>
+          <FaXmark />
+        </IconButton>
+      )}
+    </Badge>
+  );
+};
+
+interface ResourceContextItemProps {
+  subject: string;
+}
+
+const ResourceContextItem = ({ subject }: ResourceContextItemProps) => {
+  const resource = useResource(subject);
+
+  if (resource.error || resource.loading) {
+    return 'loading...';
+  }
+
+  return resource.title;
+};
+
+const Badge = styled.span`
+  display: inline-flex;
+  align-items: center;
+  background-color: ${p => p.theme.colors.mainSelectedBg};
+  border-radius: ${p => p.theme.radius};
+  padding-inline: ${p => p.theme.size(1)};
+  color: ${p => p.theme.colors.mainSelectedFg};
+  border: 1px solid ${p => p.theme.colors.mainSelectedFg};
+  font-size: 0.6rem;
+`;
diff --git a/browser/data-browser/src/chunks/AI/ModelSelect/ModelInfoLayout.tsx b/browser/data-browser/src/chunks/AI/ModelSelect/ModelInfoLayout.tsx
new file mode 100644
index 000000000..12c53cfb7
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ModelSelect/ModelInfoLayout.tsx
@@ -0,0 +1,32 @@
+import { Row } from '@components/Row';
+import { styled } from 'styled-components';
+
+interface ModelInfoLayoutProps {
+  Pricing?: React.ReactNode;
+  About?: React.ReactNode;
+}
+
+export const ModelInfoLayout = ({ Pricing, About }: ModelInfoLayoutProps) => {
+  return (
+    <>
+      {Pricing && <Row wrapItems>{Pricing}</Row>}
+
+      {About && <AboutWrapper>{About}</AboutWrapper>}
+    </>
+  );
+};
+
+ModelInfoLayout.Empty = styled.div`
+  background-color: ${p => p.theme.colors.bg1};
+  display: grid;
+  place-items: center;
+  color: ${p => p.theme.colors.textLight};
+  padding: ${p => p.theme.size()};
+  border-radius: ${p => p.theme.radius};
+`;
+
+const AboutWrapper = styled.div`
+  background-color: ${p => p.theme.colors.bg1};
+  padding: ${p => p.theme.size()};
+  border-radius: ${p => p.theme.radius};
+`;
diff --git a/browser/data-browser/src/chunks/AI/ModelSelect/ModelSelect.tsx b/browser/data-browser/src/chunks/AI/ModelSelect/ModelSelect.tsx
new file mode 100644
index 000000000..227c7a88a
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ModelSelect/ModelSelect.tsx
@@ -0,0 +1,109 @@
+import styled from 'styled-components';
+import { AIProvider } from '@components/AI/aiContstants';
+import { type AIModelIdentifier } from '../types';
+import { OpenRouterModelSelector } from './OpenRouterModelSelector';
+import { TAB_PANEL_HAS_ERROR_CLASS, TabPanel, Tabs } from '@components/Tabs';
+import { OllamaModelSelector } from './OllamaModelSelector';
+import { transition } from '@helpers/transition';
+import { Link } from '@tanstack/react-router';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+interface ModelSelectProps {
+  onSelect?: (model: AIModelIdentifier) => void;
+  defaultModel: AIModelIdentifier;
+  enforceToolSupport?: boolean;
+}
+
+const PROVIDER_TABS = [
+  {
+    label: 'OpenRouter',
+    value: AIProvider.OpenRouter,
+  },
+  {
+    label: 'Ollama',
+    value: AIProvider.Ollama,
+  },
+];
+
+export const ModelSelect = ({
+  onSelect,
+  defaultModel,
+  enforceToolSupport = false,
+}: ModelSelectProps) => {
+  const { openRouterApiKey, ollamaUrl } = useAISettings();
+
+  return (
+    <Wrapper>
+      <Tabs
+        tabs={PROVIDER_TABS}
+        label='Provider'
+        rounded
+        defaultValue={defaultModel.provider}
+      >
+        <StyledTabPanel value={AIProvider.OpenRouter}>
+          {openRouterApiKey ? (
+            <OpenRouterModelSelector
+              enforceToolSupport={enforceToolSupport}
+              onSelect={model => {
+                onSelect?.(model);
+              }}
+              defaultModel={defaultModel.id}
+            />
+          ) : (
+            <NotConfiguredMessage>
+              <span>
+                OpenRouter API key is not configured. Go to{' '}
+                <Link to='/app/settings'>Settings</Link>.
+              </span>
+            </NotConfiguredMessage>
+          )}
+        </StyledTabPanel>
+        <StyledTabPanel value={AIProvider.Ollama}>
+          {ollamaUrl ? (
+            <OllamaModelSelector
+              onSelect={model => {
+                onSelect?.(model);
+              }}
+              selectedModel={defaultModel}
+            />
+          ) : (
+            <NotConfiguredMessage>
+              <span>
+                Ollama URL is not configured. Go to{' '}
+                <Link to='/app/settings'>Settings</Link>.
+              </span>
+            </NotConfiguredMessage>
+          )}
+        </StyledTabPanel>
+      </Tabs>
+    </Wrapper>
+  );
+};
+
+const Wrapper = styled.div`
+  background-color: ${p => p.theme.colors.bg};
+  border-radius: ${p => p.theme.radius};
+
+  border: 1px solid ${p => p.theme.colors.bg2};
+  ${transition('border-color')}
+  &:has(*.${TAB_PANEL_HAS_ERROR_CLASS}) {
+    border: 1px solid ${p => p.theme.colors.alert};
+  }
+`;
+
+const StyledTabPanel = styled(TabPanel)`
+  padding: ${p => p.theme.size()};
+  padding-top: unset;
+`;
+
+const NotConfiguredMessage = styled.div`
+  display: grid;
+  place-items: center;
+  margin: -${p => p.theme.size()};
+  padding: ${p => p.theme.size()};
+  background-color: ${p => p.theme.colors.bgBody};
+  border-radius: ${p => p.theme.radius};
+  color: ${p => p.theme.colors.textLight};
+`;
+
+export default ModelSelect;
diff --git a/browser/data-browser/src/chunks/AI/ModelSelect/OllamaModelSelector.tsx b/browser/data-browser/src/chunks/AI/ModelSelect/OllamaModelSelector.tsx
new file mode 100644
index 000000000..159f180b3
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ModelSelect/OllamaModelSelector.tsx
@@ -0,0 +1,134 @@
+import styled from 'styled-components';
+import { ComboBox } from '@components/ComboBox';
+import { Column } from '@components/Row';
+import { useEffect, useState } from 'react';
+import { AIProvider } from '@components/AI/aiContstants';
+import { type AIModelIdentifier } from '../types';
+import { ModelInfoLayout } from './ModelInfoLayout';
+import { ErrorLook } from '@components/ErrorLook';
+import { TAB_PANEL_HAS_ERROR_CLASS } from '@components/Tabs';
+import { LoaderBlock } from '@components/Loader';
+import { effectFetch } from '@helpers/effectFetch';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+type OllamaModel = {
+  name: string;
+  model: string;
+  size: number;
+  details: {
+    format: string;
+    parent_model: string;
+    family: string;
+    parameter_size: string;
+    quantization_level: string;
+  };
+};
+
+interface OllamaModelSelectorProps {
+  onSelect: (model: AIModelIdentifier) => void;
+  selectedModel: AIModelIdentifier;
+}
+
+let modelCache: OllamaModel[] = [];
+
+export const OllamaModelSelector: React.FC<OllamaModelSelectorProps> = ({
+  onSelect,
+  selectedModel,
+}) => {
+  const { ollamaUrl, isProviderEnabled } = useAISettings();
+
+  const [error, setError] = useState<string>();
+  const [loading, setLoading] = useState(modelCache.length === 0);
+  const [models, setModels] = useState<OllamaModel[]>(modelCache);
+
+  const currentModel = models.find(m => m.model === selectedModel.id);
+
+  const options = models.map(model => ({
+    label: model.name,
+    searchLabel: model.model.toLowerCase(),
+    value: model.model,
+  }));
+
+  useEffect(() => {
+    return effectFetch(`${ollamaUrl}/api/tags`, {
+      method: 'GET',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+    })(
+      data => {
+        setError(undefined);
+        setModels(data.models);
+        setLoading(false);
+        modelCache = data.models;
+      },
+      e => {
+        console.error(e);
+        setError(
+          'Unable to connect to Ollama server. Check if the server is running and you configured the correct url in the settings',
+        );
+      },
+    );
+  }, [ollamaUrl]);
+
+  if (error) {
+    return <ErrorLook className={TAB_PANEL_HAS_ERROR_CLASS}>{error}</ErrorLook>;
+  }
+
+  if (loading) {
+    return <LoaderBlock>Loading...</LoaderBlock>;
+  }
+
+  if (!isProviderEnabled(AIProvider.Ollama)) {
+    return <ModelInfoLayout.Empty>Ollama is not enabled</ModelInfoLayout.Empty>;
+  }
+
+  return (
+    <Column>
+      <Column gap='0.2rem'>
+        <ModelAmount>{models.length} Models</ModelAmount>
+        <ComboBox
+          selectedItem={selectedModel.id}
+          options={options}
+          onSelect={value => {
+            const newVal = {
+              id: value ?? selectedModel.id,
+              provider: AIProvider.Ollama,
+            };
+            onSelect(newVal);
+          }}
+        />
+      </Column>
+      {currentModel ? (
+        <ModelInfoLayout
+          About={
+            <ModelDetailsTable>
+              <span>Format:</span>
+              <span> {currentModel.details.format}</span>
+              <span>Parent Model:</span>
+              <span> {currentModel.details.parent_model || '-'}</span>
+              <span>Family:</span>
+              <span> {currentModel.details.family}</span>
+              <span>Parameter Size:</span>
+              <span> {currentModel.details.parameter_size}</span>
+            </ModelDetailsTable>
+          }
+        />
+      ) : (
+        <ModelInfoLayout.Empty>Select a model</ModelInfoLayout.Empty>
+      )}
+    </Column>
+  );
+};
+
+const ModelAmount = styled.div`
+  font-size: 0.8em;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const ModelDetailsTable = styled.div`
+  display: grid;
+  grid-template-columns: auto 1fr;
+  gap: ${p => p.theme.size()};
+  row-gap: 0.2rem;
+`;
diff --git a/browser/data-browser/src/chunks/AI/ModelSelect/OpenRouterModelSelector.tsx b/browser/data-browser/src/chunks/AI/ModelSelect/OpenRouterModelSelector.tsx
new file mode 100644
index 000000000..3f881bb11
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/ModelSelect/OpenRouterModelSelector.tsx
@@ -0,0 +1,113 @@
+import styled from 'styled-components';
+import { ComboBox } from '@components/ComboBox';
+import { Column, Row } from '@components/Row';
+import { useState } from 'react';
+import { useOpenRouterModels } from '../useOpenRouterModels';
+import { AIProvider } from '@components/AI/aiContstants';
+import { type AIModelIdentifier } from '../types';
+import { FaTriangleExclamation } from 'react-icons/fa6';
+import { ModelInfoLayout } from './ModelInfoLayout';
+import Markdown from '@components/datatypes/Markdown';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+interface OpenRouterModelSelectorProps {
+  onSelect: (model: AIModelIdentifier) => void;
+  defaultModel: string;
+  enforceToolSupport?: boolean;
+}
+
+const formatter = new Intl.NumberFormat('en-US', {
+  style: 'currency',
+  currency: 'USD',
+  minimumFractionDigits: 2,
+});
+
+export const OpenRouterModelSelector: React.FC<
+  OpenRouterModelSelectorProps
+> = ({ onSelect, defaultModel, enforceToolSupport = false }) => {
+  const { models } = useOpenRouterModels();
+  const { isProviderEnabled } = useAISettings();
+  const [selectedId, setSelectedId] = useState<string>(defaultModel);
+  const selectedModel = models.find(m => m.id === selectedId);
+
+  const modelList = enforceToolSupport
+    ? models.filter(m => m.supported_parameters.includes('tools'))
+    : models;
+
+  const showSupportWarning =
+    selectedModel && !modelList.includes(selectedModel);
+
+  const options = modelList.map(model => ({
+    label: model.name,
+    searchLabel: model.name.toLowerCase(),
+    value: model.id,
+  }));
+
+  if (!isProviderEnabled(AIProvider.OpenRouter)) {
+    return (
+      <ModelInfoLayout.Empty>OpenRouter is not enabled</ModelInfoLayout.Empty>
+    );
+  }
+
+  return (
+    <Column>
+      <Column gap='0.2rem'>
+        <ModelAmount>{modelList.length} Models</ModelAmount>
+        <ComboBox
+          selectedItem={selectedId}
+          options={options}
+          onSelect={value => {
+            const newVal = {
+              id: value ?? defaultModel,
+              provider: AIProvider.OpenRouter,
+            };
+            setSelectedId(newVal.id);
+            onSelect?.(newVal);
+          }}
+        />
+        {showSupportWarning && (
+          <SupportWarning center gap='1ch'>
+            <FaTriangleExclamation />
+            The selected model does not support tool use.
+          </SupportWarning>
+        )}
+      </Column>
+      {selectedModel ? (
+        <ModelInfoLayout
+          Pricing={
+            <>
+              <span>
+                {formatter.format(selectedModel?.pricing.prompt * 1000000)}/M
+                input tokens
+              </span>
+              <span>
+                {formatter.format(selectedModel?.pricing.completion * 1000000)}
+                /M output tokens
+              </span>
+              {selectedModel.supported_parameters.includes(
+                'web_search_options',
+              ) && (
+                <span>
+                  {formatter.format(selectedModel?.pricing.web_search * 1000)}
+                  /1K web search results
+                </span>
+              )}
+            </>
+          }
+          About={<Markdown text={selectedModel?.description ?? ''} />}
+        />
+      ) : (
+        <ModelInfoLayout.Empty>Select a model</ModelInfoLayout.Empty>
+      )}
+    </Column>
+  );
+};
+
+const ModelAmount = styled.div`
+  font-size: 0.8em;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const SupportWarning = styled(Row)`
+  color: ${p => p.theme.colors.warning};
+`;
diff --git a/browser/data-browser/src/chunks/AI/NoKeyOverlay.tsx b/browser/data-browser/src/chunks/AI/NoKeyOverlay.tsx
new file mode 100644
index 000000000..bbcd5c4e3
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/NoKeyOverlay.tsx
@@ -0,0 +1,68 @@
+import styled from 'styled-components';
+import { paths } from '../../routes/paths';
+import { AtomicLink } from '@components/AtomicLink';
+import { Column } from '@components/Row';
+import { FaGear } from 'react-icons/fa6';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+export const NoKeyOverlay: React.FC = () => {
+  const { openRouterApiKey, ollamaUrl, enabledProviders } = useAISettings();
+
+  if (enabledProviders.length === 0) {
+    return (
+      <Overlay>
+        <Column gap='0.5rem' center>
+          <p>No AI providers enabled.</p>
+          <ButtonLink clean path={paths.appSettings}>
+            <FaGear /> Settings
+          </ButtonLink>
+        </Column>
+      </Overlay>
+    );
+  }
+
+  if (!openRouterApiKey && !ollamaUrl) {
+    return (
+      <Overlay>
+        <Column gap='0.5rem' center>
+          <p>No AI provider configured.</p>
+          <ButtonLink clean path={paths.appSettings}>
+            <FaGear /> Settings
+          </ButtonLink>
+        </Column>
+      </Overlay>
+    );
+  }
+
+  return null;
+};
+
+const Overlay = styled.div`
+  position: absolute;
+  inset: 0;
+  backdrop-filter: blur(4px);
+  background-color: ${p =>
+    p.theme.darkMode ? 'rgba(0, 0, 0, 0.8)' : 'rgba(255, 255, 255, 0.8)'};
+  border-radius: ${p => p.theme.radius};
+  z-index: 1000;
+  display: grid;
+  place-items: center;
+`;
+
+const ButtonLink = styled(AtomicLink)`
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  border-radius: ${p => p.theme.radius};
+  border: 1px solid ${p => p.theme.colors.bg2};
+  padding: 0.3rem 1rem;
+  background-color: ${p => p.theme.colors.bg};
+  color: ${p => p.theme.colors.textLight};
+
+  &:hover,
+  &:focus-visible {
+    color: ${p => p.theme.colors.main};
+    border-color: ${p => p.theme.colors.main};
+    box-shadow: ${p => p.theme.boxShadowSoft};
+  }
+`;
diff --git a/browser/data-browser/src/chunks/AI/RealAIChat.tsx b/browser/data-browser/src/chunks/AI/RealAIChat.tsx
new file mode 100644
index 000000000..c7aaffa40
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/RealAIChat.tsx
@@ -0,0 +1,599 @@
+import React, { useEffect, useRef, useState } from 'react';
+import { Column, Row } from '@components/Row';
+import toast from 'react-hot-toast';
+import { useAtomicMCPTools } from './useAtomicTools';
+import { AIChatMessage } from './AIChatMessage';
+import { type FileUIPart } from 'ai';
+import { useTools } from './useTools';
+import { styled } from 'styled-components';
+import { GeneratingIndicator } from './GeneratingIndicator';
+import {
+  IconButton,
+  IconButtonVariant,
+} from '@components/IconButton/IconButton';
+import {
+  FaXmark,
+  FaPaperclip,
+  FaFile,
+  FaCheck,
+  FaGlobe,
+} from 'react-icons/fa6';
+import { ChatMessagesContainer } from './ChatMessagesContainer';
+import { useStore } from '@tomic/react';
+import { AIProvider } from '@components/AI/aiContstants';
+import {
+  AIAgent,
+  type AIAtomicResourceMessageContext,
+  type AIMCPResourceMessageContext,
+  type AIMessageContext,
+  type AIModelIdentifier,
+  type AtomicUIMessage,
+} from './types';
+import { AgentConfig, useAIAgentConfig } from './AgentConfig';
+import { Button } from '@components/Button';
+import { MessageContextItem } from './MessageContextItem';
+import { useProcessMessages } from './useProcessMessages';
+import { NoKeyOverlay } from './NoKeyOverlay';
+import { useOpenRouterModels } from './useOpenRouterModels';
+import type { MentionItem } from '@chunks/MarkdownEditor/AIChatInput/types';
+import { useChat } from '@ai-sdk/react';
+import { useClientOnlyTransport } from './ClientOnlyTransport';
+import { useGenerativeData } from './useGenerativeData';
+import { FollowUpPrompt } from './FollowUpPrompt';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+const AIChatInput = React.lazy(
+  () => import('@chunks/MarkdownEditor/AIChatInput/AsyncAIChatInput'),
+);
+
+interface RealAIChatProps {
+  fullView?: boolean;
+  readonly?: boolean;
+  initialMessages?: AtomicUIMessage[];
+  onNewMessage: (message: AtomicUIMessage) => void;
+  externalContextItems: AIMessageContext[];
+  chatSubject?: string;
+  setExternalContextItems: React.Dispatch<
+    React.SetStateAction<AIMessageContext[]>
+  >;
+  onDeleteMessage: (message: AtomicUIMessage) => void;
+  onRegenerateMessage: (message: AtomicUIMessage) => void | Promise<void>;
+}
+
+export const RealAIChat: React.FC<React.PropsWithChildren<RealAIChatProps>> = ({
+  fullView = false,
+  readonly = false,
+  initialMessages,
+  externalContextItems,
+  chatSubject,
+  setExternalContextItems,
+  onNewMessage,
+  onDeleteMessage,
+  onRegenerateMessage,
+  children,
+}) => {
+  const store = useStore();
+  const {
+    openRouterApiKey,
+    showTokenUsage,
+    showFollowUpPrompts,
+    ollamaUrl,
+    isProviderEnabled,
+  } = useAISettings();
+
+  // useChat does not update it's options so we need to use a ref to make it use the latest value.
+  const showFollowUpPromptsRef = useRef(showFollowUpPrompts);
+  showFollowUpPromptsRef.current = showFollowUpPrompts;
+
+  const {
+    autoAgentSelectEnabled,
+    getInitialAgent,
+    setLastUsedAgentForChat,
+    setLastUsedSidebarAgent,
+  } = useAIAgentConfig();
+  const addContextToMessages = useProcessMessages();
+  const getToolsForAgent = useTools();
+  const { checkORModelSupportsImageInput } = useOpenRouterModels();
+
+  const fileInputRef = useRef<HTMLInputElement>(null);
+
+  const [userInput, setUserInput] = useState('');
+  const [editedResources, setEditedResources] = useState<string[]>([]);
+  const [attachedFiles, setAttachedFiles] = useState<File[]>([]);
+  const [selectedAgent, setSelectedAgent] = useState<AIAgent>(
+    getInitialAgent(!chatSubject, chatSubject),
+  );
+
+  const canSubmit =
+    autoAgentSelectEnabled || isProviderEnabled(selectedAgent.model.provider);
+
+  const [userSelectedContextItems, setUserSelectedContextItems] = useState<
+    AIMessageContext[]
+  >([]);
+  const { generateFollowUpQuestions } = useGenerativeData();
+  const [webSearchEnabled, setWebSearchEnabled] = useState(false);
+  const [agentConfigOpen, setAgentConfigOpen] = useState(false);
+  const [followUpQuestions, setFollowUpQuestions] = useState<string[]>([]);
+
+  const webSearchSupported =
+    selectedAgent.model.provider === AIProvider.OpenRouter;
+
+  const { tools: atomicTools } = useAtomicMCPTools({
+    onResourceEdited: (subject: string) => {
+      setEditedResources(prev => {
+        if (!prev.includes(subject)) {
+          return [...prev, subject];
+        }
+
+        return prev;
+      });
+    },
+  });
+
+  const transport = useClientOnlyTransport({
+    openRouterAPIKey: openRouterApiKey,
+    ollamaURL: ollamaUrl,
+    selectedAgent,
+    tools: {
+      ...(selectedAgent.canReadAtomicData ? atomicTools.read : {}),
+      ...(selectedAgent.canWriteAtomicData ? atomicTools.write : {}),
+      ...getToolsForAgent(selectedAgent),
+    },
+    autoSelectAgent: autoAgentSelectEnabled,
+    webSearchEnabled,
+    modalities: ['image', 'text'],
+    addContextToMessages,
+  });
+
+  const { messages, sendMessage, setMessages, status, stop, regenerate } =
+    useChat({
+      transport,
+      messages: initialMessages,
+      generateId: () => store.createSubject(),
+      onFinish: ({ message, isError, messages: _messages }) => {
+        if (isError) {
+          message.metadata = {
+            ...(message.metadata || {}),
+            error: 'Something went wrong',
+          };
+        }
+
+        onNewMessage(message);
+
+        if (showFollowUpPromptsRef.current && message.role === 'assistant') {
+          generateFollowUpQuestions(_messages).then(setFollowUpQuestions);
+        }
+      },
+    });
+
+  const usage = messages.reduce(
+    (acc, message) => ({
+      input: acc.input + (message.metadata?.inputTokensUsed || 0),
+      output: acc.output + (message.metadata?.outputTokensUsed || 0),
+    }),
+    { input: 0, output: 0 },
+  );
+
+  const handleFileUpload = (files: File[]) => {
+    setAttachedFiles(prev => [...prev, ...files]);
+  };
+
+  const removeAttachedFile = (file: File) => {
+    setAttachedFiles(prev => prev.filter(f => f !== file));
+
+    if (fileInputRef.current) {
+      fileInputRef.current.value = '';
+    }
+  };
+
+  const handleMentionUpdate = (mentions: MentionItem[]) => {
+    // Convert mentions to context items
+    const newContextItems: AIMessageContext[] = mentions.map(mention => {
+      if (mention.type === 'atomic-resource') {
+        return {
+          type: mention.type,
+          id: crypto.randomUUID(),
+          subject: mention.id,
+        } as AIAtomicResourceMessageContext;
+      } else if (mention.type === 'mcp-resource') {
+        return {
+          type: mention.type,
+          id: crypto.randomUUID(),
+          uri: mention.id,
+          name: mention.label,
+          serverId: mention.serverId,
+        } as AIMCPResourceMessageContext;
+      }
+
+      throw new Error('Invalid mention type');
+    });
+
+    setUserSelectedContextItems(newContextItems);
+  };
+
+  const handleAcceptChanges = async () => {
+    try {
+      // Save all edited resources
+      await Promise.all(
+        editedResources.map(subject =>
+          store.getResource(subject).then(resource => resource.save()),
+        ),
+      );
+      // Clear the edited resources list after saving
+      setEditedResources([]);
+      toast.success('Changes Saved!');
+    } catch (error) {
+      console.error('Error saving changes:', error);
+      toast.error('Failed to save changes');
+    }
+  };
+
+  const checkModelSupportsImageInput = (model: AIModelIdentifier) => {
+    if (model.provider === AIProvider.OpenRouter) {
+      return checkORModelSupportsImageInput(model.id);
+    }
+
+    // We can't know if an ollama is multimodal so we'll just assume it is and have the model handle the failure case.
+    return true;
+  };
+
+  // Combine both context item lists when needed
+  const allContextItems = [
+    ...externalContextItems,
+    ...userSelectedContextItems,
+  ];
+
+  const handleSubmit = async (inputOverride?: string) => {
+    const context = [...externalContextItems, ...userSelectedContextItems];
+    const message: AtomicUIMessage = {
+      id: store.createSubject(),
+      role: 'user',
+      parts: [
+        {
+          type: 'text',
+          text: inputOverride || userInput,
+        },
+      ],
+    };
+
+    if (attachedFiles) {
+      const fileParts = await filesToFileParts(attachedFiles);
+      message.parts.push(...fileParts);
+    }
+
+    if (context.length > 0) {
+      message.metadata = {
+        context,
+      };
+
+      setUserSelectedContextItems([]);
+      setExternalContextItems([]);
+    }
+
+    onNewMessage(message);
+    sendMessage(message);
+    setAttachedFiles([]);
+    setFollowUpQuestions([]);
+
+    if (chatSubject) {
+      setLastUsedAgentForChat(chatSubject, selectedAgent.id);
+    } else {
+      setLastUsedSidebarAgent(selectedAgent.id);
+    }
+  };
+
+  const regenerateMessage = async (message: AtomicUIMessage) => {
+    await onRegenerateMessage(message);
+
+    regenerate({
+      messageId: message.id,
+    });
+  };
+
+  const deleteMessage = (message: AtomicUIMessage) => {
+    onDeleteMessage(message);
+    setMessages(prev => prev.filter(m => m !== message));
+  };
+
+  useEffect(() => {
+    if (!chatSubject) return;
+
+    const initialAgent = getInitialAgent(false, chatSubject);
+
+    setSelectedAgent(initialAgent);
+  }, [chatSubject]);
+
+  return (
+    <ChatWindow fullView={fullView}>
+      {children}
+      <ChatMessagesContainer
+        enableAutoScroll={status === 'streaming'}
+        fullView={fullView}
+      >
+        {messages.map(message => (
+          <AIChatMessage
+            key={message.id}
+            message={message}
+            onDeleteMessage={deleteMessage}
+            onRegenerateMessage={regenerateMessage}
+          />
+        ))}
+      </ChatMessagesContainer>
+      <Column>
+        {status === 'streaming' && (
+          <Row center gap='0.2ch'>
+            <GeneratingIndicator text='Generating' />
+            <IconButton title='Stop generating' onClick={stop}>
+              <FaXmark />
+            </IconButton>
+          </Row>
+        )}
+        {!readonly && (
+          <>
+            <Column gap='0px'>
+              {followUpQuestions.map(question => (
+                <FollowUpPrompt
+                  key={question}
+                  text={question}
+                  onClick={() => handleSubmit(question)}
+                />
+              ))}
+            </Column>
+            <ChatInputWrapper>
+              <Column fullWidth gap='none' style={{ position: 'relative' }}>
+                <FloatingChatWidgetsContainer>
+                  {editedResources.length > 0 && (
+                    <UnsavedChangesIndicator>
+                      <Row center gap='1ch' justify='flex-end'>
+                        <span>Unsaved changes</span>
+                        <AcceptButton onClick={handleAcceptChanges}>
+                          <FaCheck />
+                          <span>Accept</span>
+                        </AcceptButton>
+                      </Row>
+                    </UnsavedChangesIndicator>
+                  )}
+                  {attachedFiles.map(file => (
+                    <AttachmentPreview key={file.name}>
+                      <Row gap='1ch' center>
+                        <FaFile />
+                        <span>{file.name}</span>
+                      </Row>
+                      <IconButton
+                        title='Remove file'
+                        onClick={() => removeAttachedFile(file)}
+                        size='small'
+                      >
+                        <FaXmark />
+                      </IconButton>
+                    </AttachmentPreview>
+                  ))}
+                </FloatingChatWidgetsContainer>
+                <ContextItemRow wrapItems center gap='1ch'>
+                  {allContextItems.map(item => (
+                    <MessageContextItem
+                      key={item.id}
+                      contextItem={item}
+                      onRemove={
+                        // Only allow removing external context items, normal items are removed via the input.
+                        externalContextItems.some(x => x.id === item.id)
+                          ? () => {
+                              setExternalContextItems(prev => {
+                                const newList = prev.filter(
+                                  i => i.id !== item.id,
+                                );
+
+                                if (newList.length === prev.length) {
+                                  return prev;
+                                }
+
+                                return newList;
+                              });
+                            }
+                          : undefined
+                      }
+                    />
+                  ))}
+                </ContextItemRow>
+                <AIChatInput
+                  disabled={!canSubmit}
+                  hasFiles={!!attachedFiles}
+                  onMentionUpdate={handleMentionUpdate}
+                  onChange={setUserInput}
+                  onSubmit={handleSubmit}
+                  onFileAdded={
+                    checkModelSupportsImageInput(selectedAgent.model)
+                      ? handleFileUpload
+                      : undefined
+                  }
+                >
+                  <Row gap='0.5rem'>
+                    <SubtleButton onClick={() => setAgentConfigOpen(true)}>
+                      {autoAgentSelectEnabled
+                        ? 'Automatic'
+                        : selectedAgent.name}
+                    </SubtleButton>
+                    {webSearchSupported && (
+                      <IconButton
+                        title='Toggle web search'
+                        onClick={() => setWebSearchEnabled(v => !v)}
+                        color={webSearchEnabled ? 'main' : 'textLight'}
+                        variant={
+                          webSearchEnabled ? IconButtonVariant.Fill : undefined
+                        }
+                      >
+                        <FaGlobe />
+                      </IconButton>
+                    )}
+                    {checkModelSupportsImageInput(selectedAgent.model) && (
+                      <>
+                        <input
+                          multiple
+                          type='file'
+                          ref={fileInputRef}
+                          onChange={e => {
+                            if (!e.target.files) return;
+
+                            handleFileUpload(Array.from(e.target.files));
+                          }}
+                          style={{ display: 'none' }}
+                        />
+                        <IconButton
+                          title='Attach file'
+                          onClick={() => fileInputRef.current?.click()}
+                          color='textLight'
+                        >
+                          <FaPaperclip />
+                        </IconButton>
+                      </>
+                    )}
+                  </Row>
+                </AIChatInput>
+              </Column>
+              <NoKeyOverlay />
+            </ChatInputWrapper>
+            {showTokenUsage && (
+              <TokensUsed>
+                Tokens used: {usage.input} input, {usage.output} output
+              </TokensUsed>
+            )}
+          </>
+        )}
+      </Column>
+      <AgentConfig
+        open={agentConfigOpen}
+        onOpenChange={setAgentConfigOpen}
+        selectedAgent={selectedAgent}
+        onSelectAgent={setSelectedAgent}
+      />
+    </ChatWindow>
+  );
+};
+
+const filesToFileParts = (files: File[]): Promise<FileUIPart[]> =>
+  Promise.all(
+    files.map(
+      file =>
+        new Promise<FileUIPart>((resolve, reject) => {
+          const reader = new FileReader();
+
+          reader.onload = (loadEvent: ProgressEvent<FileReader>) => {
+            resolve({
+              type: 'file',
+              mediaType: file.type,
+              filename: file.name,
+              url: loadEvent.target?.result as string,
+            });
+          };
+
+          reader.onerror = (error: ProgressEvent<FileReader>) => {
+            reject(error);
+          };
+
+          reader.readAsDataURL(file);
+        }),
+    ),
+  );
+
+const ChatInputWrapper = styled.div`
+  background-color: ${p => p.theme.colors.bg};
+  padding: ${p => p.theme.size(2)};
+  border-radius: ${p => p.theme.radius};
+  border: solid 1px ${p => p.theme.colors.bg2};
+  display: flex;
+  flex: 1;
+  align-items: flex-end;
+  gap: ${p => p.theme.size()};
+  position: relative;
+
+  &:focus-within {
+    border-color: ${p => p.theme.colors.main};
+  }
+
+  textarea {
+    height: 100%;
+  }
+`;
+
+const AttachmentPreview = styled.div`
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  background-color: ${p => p.theme.colors.bg1};
+  padding: ${p => p.theme.size(1)};
+  border-radius: ${p => p.theme.radius};
+  font-size: 0.8rem;
+  box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
+`;
+
+const ChatWindow = styled.div<{ fullView?: boolean }>`
+  padding: ${p => (p.fullView ? p.theme.size() : 0)};
+  padding-top: ${p => (p.fullView ? p.theme.size(2) : 0)};
+  position: relative;
+  display: grid;
+  grid-template-rows: auto 1fr auto;
+  height: ${p => (p.fullView ? '90vh' : '100%')};
+  width: min(100%, 40rem);
+  margin-inline: auto;
+  gap: 1rem;
+
+  pre {
+    white-space: pre-wrap;
+    word-break: break-word;
+  }
+
+  @media (max-width: 1550px) {
+    height: 90vh;
+  }
+`;
+
+const TokensUsed = styled.p`
+  font-size: 0.8rem;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const SubtleButton = styled.button`
+  appearance: none;
+  cursor: pointer;
+  background: none;
+  border: none;
+  color: ${p => p.theme.colors.textLight};
+  border-radius: ${p => p.theme.radius};
+  padding: ${p => p.theme.size(1)};
+  padding-inline: ${p => p.theme.size(2)};
+
+  &:focus-visible,
+  &:hover {
+    background-color: ${p => p.theme.colors.bg1};
+  }
+`;
+
+// New styled components for the Unsaved Changes indicator
+const UnsavedChangesIndicator = styled.div`
+  color: ${p => p.theme.colors.text};
+  padding: ${p => p.theme.size(1)} ${p => p.theme.size(2)};
+  border-radius: ${p => p.theme.radius};
+  font-size: 0.85rem;
+`;
+
+const AcceptButton = styled(Button)`
+  padding: ${p => p.theme.size(1)} ${p => p.theme.size(2)};
+  font-size: 0.75rem;
+`;
+
+const FloatingChatWidgetsContainer = styled.div`
+  display: flex;
+  flex-direction: column;
+  height: fit-content;
+  gap: ${p => p.theme.size(2)};
+  position: absolute;
+  width: 100%;
+  bottom: calc(100% + ${p => p.theme.size(2)});
+  left: 0;
+  right: 0;
+  z-index: 10;
+`;
+
+const ContextItemRow = styled(Row)`
+  padding-inline: ${p => p.theme.size(2)};
+`;
diff --git a/browser/data-browser/src/chunks/AI/atomicSchemaHelpers.ts b/browser/data-browser/src/chunks/AI/atomicSchemaHelpers.ts
new file mode 100644
index 000000000..02038787e
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/atomicSchemaHelpers.ts
@@ -0,0 +1,38 @@
+import { type Core, type Store } from '@tomic/react';
+
+export const toClassString = async (subject: string, store: Store) => {
+  const resource = await store.getResource<Core.Class>(subject);
+
+  if (resource.error || resource.loading) {
+    return `Could not read class: ${subject}`;
+  }
+
+  const requiredLines = await Promise.all(
+    (resource.props.requires ?? []).map((prop: string) =>
+      toPropertyLine(prop, store),
+    ),
+  );
+
+  const recommendedLines = await Promise.all(
+    (resource.props.recommends ?? []).map((prop: string) =>
+      toPropertyLine(prop, store),
+    ),
+  );
+
+  return `Class ${resource.title} has the following properties:
+Required:
+${requiredLines.join('\n') || 'None'}
+
+Optional:
+${recommendedLines.join('\n') || 'None'}`;
+};
+
+export const toPropertyLine = async (subject: string, store: Store) => {
+  const resource = await store.getResource(subject);
+
+  if (resource.error || resource.loading) {
+    return `Could not read property: ${subject}`;
+  }
+
+  return `- ${resource.title} (${subject})`;
+};
diff --git a/browser/data-browser/src/chunks/AI/chatConversionUtils.ts b/browser/data-browser/src/chunks/AI/chatConversionUtils.ts
new file mode 100644
index 000000000..9fd92ac2e
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/chatConversionUtils.ts
@@ -0,0 +1,439 @@
+import {
+  type Resource,
+  type Ai,
+  type Store,
+  ai,
+  core,
+  server,
+  type JSONObject,
+  dataBrowser,
+} from '@tomic/react';
+import {
+  getToolName,
+  isToolUIPart,
+  type FileUIPart,
+  type ReasoningUIPart,
+  type SourceUrlUIPart,
+  type TextUIPart,
+  type ToolUIPart,
+} from 'ai';
+import { newContextItem } from '@components/AI/AISidebarContext';
+import {
+  type AIAtomicResourceMessageContext,
+  type AIMCPResourceMessageContext,
+  type AIMessageContext,
+  type AtomicUIMessage,
+  isAtomicResourceContext,
+} from './types';
+import { addFieldsIf } from '@helpers/addIf';
+
+const TAG_TO_ROLE_MAPPING = {
+  'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/user': 'user',
+  'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/assistant':
+    'assistant',
+  'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/system': 'system',
+  'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/tool': 'tool',
+  'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/error': 'error',
+} as const;
+
+const roleToTagMapping = Object.fromEntries(
+  Object.entries(TAG_TO_ROLE_MAPPING).map(([tag, role]) => [role, tag]),
+);
+
+export const uiMessageToResource = async (
+  message: AtomicUIMessage,
+  parent: Resource<Ai.AiChat>,
+  store: Store,
+): Promise<Resource<Ai.AiMessage>> => {
+  const messageResource = await store.newResource<Ai.AiMessage>({
+    subject: message.id,
+    isA: ai.classes.aiMessage,
+    parent: parent.subject,
+    propVals: {
+      [ai.properties.role]: roleToTag(message.role),
+    },
+  });
+
+  const context = message.metadata?.context;
+
+  if (context && context.length > 0) {
+    const subjects = await Promise.all(
+      context.map(c => contextToResource(c, messageResource, store)),
+    );
+
+    messageResource.props.providedContext = subjects;
+  }
+
+  const builder = partsToResourceBuilder(messageResource, store);
+  const partResources = await Promise.all(
+    message.parts
+      .filter(part => part.type !== 'step-start')
+      .map(part => {
+        if (part.type === 'file') {
+          return builder.filePartToResource(part);
+        } else if (part.type === 'text') {
+          return builder.textPartToResource(part);
+        } else if (part.type === 'reasoning') {
+          return builder.reasoningPartToResource(part);
+        } else if (isToolUIPart(part)) {
+          return builder.toolCallPartToResource(part);
+        } else if (part.type === 'source-url') {
+          return builder.sourceUrlPartToResource(part);
+        } else {
+          throw new Error(`Unknown content type: ${part.type}`);
+        }
+      }),
+  );
+
+  for (const partResource of partResources) {
+    await partResource.save();
+    messageResource.push(ai.properties.parts, [partResource.subject]);
+  }
+
+  await messageResource.save();
+
+  return messageResource;
+};
+
+const contextToResource = async (
+  context: AIMessageContext,
+  message: Resource<Ai.AiMessage>,
+  store: Store,
+): Promise<string> => {
+  if (isAtomicResourceContext(context)) {
+    return context.subject;
+  }
+
+  const contextResource = await store.newResource<Ai.AiMessage>({
+    isA: ai.classes.mcpResource,
+    parent: message.subject,
+    propVals: {
+      [core.properties.name]: context.name,
+      [ai.properties.mcpUri]: context.uri,
+      [ai.properties.mcpServerId]: context.serverId,
+      ...(context.mimetype
+        ? { [server.properties.mimetype]: context.mimetype }
+        : {}),
+    },
+  });
+
+  contextResource.save();
+
+  return contextResource.subject;
+};
+
+export const messageResourcesToDisplayMessages = async (
+  subjects: string[],
+  store: Store,
+): Promise<Map<AtomicUIMessage, Resource<Ai.AiMessage>>> => {
+  const resources = await Promise.all(
+    subjects.map(s => store.getResource<Ai.AiMessage>(s)),
+  );
+
+  const messages = new Map<AtomicUIMessage, Resource<Ai.AiMessage>>();
+
+  for (const resource of resources) {
+    if (resource.error) {
+      console.error(resource.error);
+      messages.set(
+        {
+          id: resource.subject,
+          role: 'assistant',
+          parts: [],
+          metadata: {
+            error: resource.error.message,
+          },
+        } satisfies AtomicUIMessage,
+        resource,
+      );
+      continue;
+    }
+
+    const role = tagToRole(resource.props.role);
+
+    const partResources = await Promise.all(
+      resource.props.parts.map(s => store.getResource(s)),
+    );
+
+    let message: AtomicUIMessage | undefined;
+
+    if (role === 'user') {
+      message = {
+        id: resource.subject,
+        role,
+        parts: partResources.map(r => {
+          if (resourceIsFilePart(r)) {
+            return toFilePart(r);
+          }
+
+          if (resourceIsTextPart(r)) {
+            return toTextPart(r);
+          }
+
+          throw new Error(
+            `Content with class ${r.getClasses()} not supported on role: user`,
+          );
+        }),
+      };
+
+      if (resource.props.providedContext) {
+        const context = (
+          await Promise.allSettled(
+            resource.props.providedContext.map(c =>
+              resourceToAIMessageContext(c, store),
+            ),
+          )
+        )
+          .filter(c => c.status === 'fulfilled')
+          .map(c => c.value);
+
+        message.metadata = {
+          context,
+        };
+      }
+    }
+
+    if (role === 'assistant') {
+      message = {
+        id: resource.subject,
+        role,
+        parts: partResources.map(r => {
+          if (resourceIsReasoningPart(r)) {
+            return toReasoningPart(r);
+          }
+
+          if (resourceIsTextPart(r)) {
+            return toTextPart(r);
+          }
+
+          if (resourceIsToolCallPart(r)) {
+            return toToolCallPart(r);
+          }
+
+          if (resourceIsSourceUrlPart(r)) {
+            return toSourceUrlPart(r);
+          }
+
+          throw new Error(
+            `Content with class ${r.getClasses()} not supported on role: assistant`,
+          );
+        }),
+      };
+    }
+
+    if (role === 'system') {
+      const contentResource = partResources[0];
+
+      if (!resourceIsTextPart(contentResource)) {
+        throw new Error(
+          `Part with class ${contentResource.getClasses()} not supported on role: system`,
+        );
+      }
+
+      message = {
+        id: resource.subject,
+        role,
+        parts: [toTextPart(contentResource)],
+      };
+    }
+
+    if (message) {
+      messages.set(message, resource);
+    }
+  }
+
+  return messages;
+};
+
+const resourceToAIMessageContext = async (
+  subject: string,
+  store: Store,
+): Promise<AIMessageContext> => {
+  const resource = await store.getResource(subject);
+
+  if (resource.error) {
+    throw resource.error;
+  }
+
+  if (resource.hasClasses(ai.classes.mcpResource)) {
+    return newContextItem<AIMCPResourceMessageContext>({
+      type: 'mcp-resource',
+      name: resource.props.name,
+      uri: resource.props.mcpUri,
+      serverId: resource.props.mcpServerId,
+      mimetype: resource.props.mimetype,
+    });
+  }
+
+  return newContextItem<AIAtomicResourceMessageContext>({
+    type: 'atomic-resource',
+    subject: resource.subject,
+  });
+};
+
+const tagToRole = (subject: string) => {
+  const tag = TAG_TO_ROLE_MAPPING[subject as keyof typeof TAG_TO_ROLE_MAPPING];
+
+  if (!tag) {
+    throw new Error(`Unknown message role: ${subject}`);
+  }
+
+  return tag;
+};
+
+const roleToTag = (role: string) => {
+  const tag = roleToTagMapping[role as keyof typeof roleToTagMapping];
+
+  if (!tag) {
+    throw new Error(`Unknown message role: ${role}`);
+  }
+
+  return tag;
+};
+
+const toFilePart = (resource: Resource<Ai.FilePart>): FileUIPart => {
+  return {
+    type: 'file',
+    url: resource.props.data,
+    filename: resource.props.filename,
+    mediaType: resource.props.mimetype!,
+  };
+};
+
+const toTextPart = (resource: Resource<Ai.TextPart>): TextUIPart => ({
+  type: 'text',
+  text: resource.props.description,
+});
+
+const toReasoningPart = (
+  resource: Resource<Ai.ReasoningPart>,
+): ReasoningUIPart => ({
+  type: 'reasoning',
+  text: resource.props.description,
+});
+
+const toToolCallPart = (resource: Resource<Ai.ToolCallPart>): ToolUIPart => {
+  let state: ToolUIPart['state'] = 'input-streaming';
+
+  if (resource.props.toolResultIsError) {
+    state = 'output-error';
+  } else if (resource.props.toolInput !== undefined) {
+    state = 'input-available';
+
+    if (resource.props.toolOutput !== undefined) {
+      state = 'output-available';
+    }
+  }
+
+  // @ts-expect-error - ToolUIPart type does not expect input and output fields to be present for certain states but we handle this beforehand.
+  return {
+    type: `tool-${resource.props.toolName}`,
+    state,
+    toolCallId: resource.props.toolId,
+    input: resource.props.toolInput,
+    output: resource.props.toolOutput,
+  };
+};
+
+const toSourceUrlPart = (
+  resource: Resource<Ai.SourceUrlPart>,
+): SourceUrlUIPart => ({
+  type: 'source-url',
+  sourceId: crypto.randomUUID(), // Do we need real IDs?
+  url: resource.props.url,
+  title: resource.props.name,
+});
+
+const partsToResourceBuilder = (
+  parent: Resource<Ai.AiMessage>,
+  store: Store,
+) => ({
+  async filePartToResource(part: FileUIPart) {
+    const data = part.url;
+
+    return await store.newResource<Ai.FilePart>({
+      isA: ai.classes.filePart,
+      parent: parent.subject,
+      propVals: {
+        [ai.properties.data]: data,
+        [server.properties.mimetype]: part.mediaType,
+        ...(part.filename
+          ? {
+              [server.properties.filename]: part.filename,
+            }
+          : {}),
+      },
+    });
+  },
+
+  async textPartToResource(part: TextUIPart) {
+    return await store.newResource<Ai.TextPart>({
+      isA: ai.classes.textPart,
+      parent: parent.subject,
+      propVals: { [core.properties.description]: part.text },
+    });
+  },
+
+  async reasoningPartToResource(part: ReasoningUIPart) {
+    return await store.newResource<Ai.ReasoningPart>({
+      isA: ai.classes.reasoningPart,
+      parent: parent.subject,
+      propVals: { [core.properties.description]: part.text },
+    });
+  },
+
+  async toolCallPartToResource(part: ToolUIPart) {
+    return await store.newResource<Ai.ToolCallPart>({
+      isA: ai.classes.toolCallPart,
+      parent: parent.subject,
+      propVals: {
+        [ai.properties.toolName]: getToolName(part),
+        [ai.properties.toolId]: part.toolCallId,
+        ...addFieldsIf(!!part.input, {
+          [ai.properties.toolInput]: part.input as JSONObject,
+        }),
+        ...addFieldsIf(!!part.output, {
+          [ai.properties.toolOutput]: part.output as JSONObject,
+        }),
+      },
+    });
+  },
+
+  async sourceUrlPartToResource(part: SourceUrlUIPart) {
+    return await store.newResource<Ai.SourceUrlPart>({
+      isA: ai.classes.sourceUrlPart,
+      parent: parent.subject,
+      propVals: {
+        [dataBrowser.properties.url]: part.url,
+        ...addFieldsIf(!!part.title, {
+          [core.properties.name]: part.title,
+        }),
+      },
+    });
+  },
+});
+
+const resourceIsFilePart = (
+  resource: Resource,
+): resource is Resource<Ai.FilePart> =>
+  resource.hasClasses(ai.classes.filePart);
+
+const resourceIsTextPart = (
+  resource: Resource,
+): resource is Resource<Ai.TextPart> =>
+  resource.hasClasses(ai.classes.textPart);
+
+const resourceIsReasoningPart = (
+  resource: Resource,
+): resource is Resource<Ai.ReasoningPart> =>
+  resource.hasClasses(ai.classes.reasoningPart);
+
+const resourceIsToolCallPart = (
+  resource: Resource,
+): resource is Resource<Ai.ToolCallPart> =>
+  resource.hasClasses(ai.classes.toolCallPart);
+
+const resourceIsSourceUrlPart = (
+  resource: Resource,
+): resource is Resource<Ai.SourceUrlPart> =>
+  resource.hasClasses(ai.classes.sourceUrlPart);
diff --git a/browser/data-browser/src/chunks/AI/types.ts b/browser/data-browser/src/chunks/AI/types.ts
new file mode 100644
index 000000000..c0c55e154
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/types.ts
@@ -0,0 +1,73 @@
+import type { UIMessage } from 'ai';
+import { AIProvider } from '@components/AI/aiContstants';
+
+export interface MCPServer {
+  name: string;
+  url: string;
+  id: string;
+  transport: 'http' | 'sse';
+}
+
+export interface AIAgent {
+  id: string;
+  name: string;
+  description: string;
+  systemPrompt: string;
+  availableTools: string[];
+  model: AIModelIdentifier;
+  canReadAtomicData: boolean;
+  canWriteAtomicData: boolean;
+  temperature?: number;
+}
+
+export enum AIState {
+  Generating,
+  UsingTool,
+  Stopped,
+  SelectingAgent,
+}
+
+export type AIAtomicResourceMessageContext = {
+  type: 'atomic-resource';
+  id: string;
+  subject: string;
+};
+
+export type AIMCPResourceMessageContext = {
+  type: 'mcp-resource';
+  id: string;
+  uri: string;
+  name: string;
+  mimetype?: string;
+  serverId: string;
+};
+
+export type AIMessageContext =
+  | AIAtomicResourceMessageContext
+  | AIMCPResourceMessageContext;
+
+export type MessageMetadata = {
+  context?: AIMessageContext[];
+  inputTokensUsed?: number;
+  outputTokensUsed?: number;
+  error?: string;
+};
+
+export type AtomicUIMessage = UIMessage<MessageMetadata>;
+
+export function isMCPResource(
+  context: AIMessageContext,
+): context is AIMCPResourceMessageContext {
+  return context.type === 'mcp-resource';
+}
+
+export function isAtomicResourceContext(
+  context: AIMessageContext,
+): context is AIAtomicResourceMessageContext {
+  return context.type === 'atomic-resource';
+}
+
+export type AIModelIdentifier = {
+  id: string;
+  provider: AIProvider;
+};
diff --git a/browser/data-browser/src/chunks/AI/useAgentAutoSelect.ts b/browser/data-browser/src/chunks/AI/useAgentAutoSelect.ts
new file mode 100644
index 000000000..64628c3e1
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useAgentAutoSelect.ts
@@ -0,0 +1,56 @@
+import { useAIAgentConfig } from './AgentConfig';
+import type { AIAgent, MCPServer } from './types';
+import { generateObject } from 'ai';
+import { z } from 'zod';
+import { useAISettings } from '@components/AI/AISettingsContext';
+import { useGetModel } from './useModel';
+
+function agentToText(agent: AIAgent, mcpServers: MCPServer[]) {
+  return `ID: ${agent.id} Name: ${agent.name} Description: ${agent.description} Tools: ${agent.availableTools.map(t => mcpServers.find(s => s.id === t)?.name).join(', ')}`;
+}
+
+export const useAutoAgentSelect = () => {
+  const { mcpServers, genFeaturesModel } = useAISettings();
+  const { agents } = useAIAgentConfig();
+
+  const getModel = useGetModel();
+
+  const basePrompt = `You are part of an AI Chat application. It is your job to determine what agent to use to answer the users question.
+These are the agents you can choose from:
+
+${agents.map(agent => agentToText(agent, mcpServers)).join('\n')}
+
+Answer with only the ID of the agent you pick.
+
+User question: `;
+
+  const pickAgent = async (question: string): Promise<AIAgent> => {
+    const model = getModel(genFeaturesModel);
+
+    if (!model) {
+      throw new Error('Error picking agent, model not found');
+    }
+
+    const prompt = basePrompt + question.trim();
+
+    const { object } = await generateObject({
+      model,
+      schemaName: 'Agent',
+      schemaDescription: 'The agent to use for the question.',
+      schema: z.object({
+        agentId: z.string(),
+      }),
+      prompt,
+    });
+
+    const agent = agents.find(a => a.id === object.agentId);
+
+    if (!agent) {
+      throw new Error('Agent not found');
+    }
+
+    return agent;
+  };
+
+  return pickAgent;
+};
diff --git a/browser/data-browser/src/chunks/AI/useAtomicTools.ts b/browser/data-browser/src/chunks/AI/useAtomicTools.ts
new file mode 100644
index 000000000..f1333433d
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useAtomicTools.ts
@@ -0,0 +1,277 @@
+import {
+  commits,
+  core,
+  useStore,
+  type JSONValue,
+  type Resource,
+} from '@tomic/react';
+import { tool } from 'ai';
+import { z } from 'zod';
+import { useSettings } from '@helpers/AppSettings';
+import { DarkModeOption } from '@helpers/useDarkMode';
+import { useNavigateWithTransition } from '@hooks/useNavigateWithTransition';
+import { constructOpenURL } from '@helpers/navigation';
+import { toClassString } from './atomicSchemaHelpers';
+
+export const TOOL_NAMES = {
+  SEARCH_RESOURCE: 'search_resource',
+  GET_ATOMIC_RESOURCE: 'get_atomic_resource',
+  GET_SCHEMA: 'get_schema',
+  EDIT_ATOMIC_RESOURCE: 'edit_atomic_resource',
+  CHANGE_THEME: 'change_theme',
+  NAVIGATE_TO_RESOURCE: 'navigate_to_resource',
+  CREATE_RESOURCE: 'create_resource',
+} as const;
+
+const toResultObject = (resource: Resource, includeCommitData: boolean) => {
+  const props = Object.fromEntries(
+    resource
+      .getPropVals()
+      .entries()
+      .filter(
+        ([key]) => includeCommitData || key !== commits.properties.lastCommit,
+      ),
+  );
+
+  return props;
+};
+
+const toSmallResultObject = (resource: Resource) => {
+  return Object.fromEntries(
+    resource
+      .getPropVals()
+      .entries()
+      .filter(([key]) =>
+        (
+          [
+            core.properties.name,
+            core.properties.description,
+            core.properties.isA,
+            core.properties.parent,
+          ] as string[]
+        ).includes(key),
+      ),
+  );
+};
+
+interface UseAtomicMCPToolsProps {
+  onResourceEdited?: (subject: string) => void;
+}
+
+export function useAtomicMCPTools({
+  onResourceEdited,
+}: UseAtomicMCPToolsProps = {}) {
+  const store = useStore();
+  const navigate = useNavigateWithTransition();
+  const { setDarkMode, darkModeSetting, drive } = useSettings();
+
+  const tools = {
+    read: {
+      [TOOL_NAMES.SEARCH_RESOURCE]: tool({
+        description:
+          'Search for resources in the Atomic Data Database. Resources are matched based on their title and description. Search results do not include the full resources as JSON-AD, but only the most important properties.',
+        inputSchema: z.object({
+          query: z.string().describe('A text query to search for.'),
+          limit: z
+            .number()
+            .describe('The max number of results to return. Range 1 - 50')
+            .default(10),
+        }),
+        execute: async ({ query, limit }) => {
+          if (limit < 1 || limit > 50) {
+            throw new Error('Limit must be between 1 and 50');
+          }
+
+          const results = await store.search(query, {
+            limit,
+            parents: [drive],
+          });
+
+          const resources = await Promise.all(
+            results.map(subject => store.getResource(subject)),
+          );
+
+          const result = resources.reduce(
+            (acc, res, i) => ({
+              ...acc,
+              [results[i]]: toSmallResultObject(res),
+            }),
+            {},
+          );
+
+          return result;
+        },
+      }),
+      [TOOL_NAMES.GET_ATOMIC_RESOURCE]: tool({
+        description:
+          'Retrieve specific resources from the Atomic Data Database by their subjects',
+        inputSchema: z.object({
+          subjects: z
+            .array(z.string())
+            .describe('List of subjects (URL) of the resources to retrieve'),
+          includeCommitData: z
+            .boolean()
+            .describe(
+              'Whether to include commit subject in the result. a commit includes the author, and timestamp.',
+            ),
+        }),
+        execute: async ({
+          subjects,
+          includeCommitData,
+        }: {
+          subjects: string[];
+          includeCommitData: boolean;
+        }) => {
+          const resources = await Promise.all(
+            subjects.map(s => store.getResource(s)),
+          );
+
+          const result = resources.reduce(
+            async (acc, res, i) => ({
+              ...(await acc),
+              [subjects[i]]: {
+                ...toResultObject(res, includeCommitData),
+                _schema: await Promise.all(
+                  res
+                    .getClasses()
+                    .map(classSubject => toClassString(classSubject, store)),
+                ),
+              },
+            }),
+            Promise.resolve({}),
+          );
+
+          return result;
+        },
+      }),
+      [TOOL_NAMES.NAVIGATE_TO_RESOURCE]: tool({
+        description: 'Navigates the user to a resource',
+        inputSchema: z.object({
+          subject: z
+            .string()
+            .describe('The subject of the resource to navigate to'),
+        }),
+        execute: async ({ subject }) => {
+          await navigate(constructOpenURL(subject));
+
+          return { success: true, message: `Navigated to resource ${subject}` };
+        },
+      }),
+    },
+    write: {
+      [TOOL_NAMES.EDIT_ATOMIC_RESOURCE]: tool({
+        description: 'Change a property on a resource',
+        inputSchema: z.object({
+          subject: z.string().describe('The subject of the resource to edit'),
+          property: z
+            .string()
+            .describe('The subject of the property to change'),
+          value: z
+            .union([z.string(), z.number(), z.boolean(), z.array(z.string())])
+            .describe('The new value of the property'),
+        }),
+        execute: async ({ subject, property, value }) => {
+          const resource = await store.getResource(subject);
+
+          try {
+            await resource.set(property, value as JSONValue);
+
+            // Notify parent component about the edited resource
+            onResourceEdited?.(subject);
+
+            return `Changed property ${property} on resource ${subject} to ${value}`;
+          } catch (error) {
+            return `Error changing property ${property} on resource ${subject}: ${error}`;
+          }
+        },
+      }),
+      [TOOL_NAMES.CHANGE_THEME]: tool({
+        description: 'Change the visual theme of the Atomic Data Browser',
+        inputSchema: z.object({
+          theme: z.enum(['light', 'dark', 'system']),
+        }),
+        execute: async ({ theme }) => {
+          const prevTheme = getThemeName(darkModeSetting);
+
+          switch (theme) {
+            case 'light':
+              setDarkMode(false);
+              break;
+            case 'dark':
+              setDarkMode(true);
+              break;
+            case 'system':
+              setDarkMode(undefined);
+              break;
+          }
+
+          return `Changed theme from ${prevTheme} to ${theme}`;
+        },
+      }),
+      [TOOL_NAMES.CREATE_RESOURCE]: tool({
+        description:
+          'Create a new resource. To create a resource you will need to provide the subject of the class and an object with.',
+        inputSchema: z.object({
+          jsonAD: z
+            .string()
+            .describe(
+              `A JSON-AD object containing the data of the new resource, make sure to include an ${core.properties.isA} and a ${core.properties.parent} as they are always required. Do not include an @id as this is auto generated.`,
+            ),
+        }),
+        execute: async ({ jsonAD }) => {
+          try {
+            const data = JSON.parse(jsonAD);
+
+            const foundID = data['@id'];
+
+            if (foundID) {
+              throw new Error(
+                'Do not include an @id in the JSON-AD, the subject is auto generated',
+              );
+            }
+
+            const {
+              [core.properties.isA]: isA,
+              [core.properties.parent]: parent,
+              ...propVals
+            } = data;
+
+            if (!isA) {
+              throw new Error('Missing isA property');
+            }
+
+            if (!parent) {
+              throw new Error('Missing parent property');
+            }
+
+            const resource = await store.newResource({
+              parent,
+              isA,
+              propVals,
+            });
+
+            await resource.save();
+
+            return `Created new resource with subject ${resource.subject}`;
+          } catch (err) {
+            return `Error creating resource: ${err}`;
+          }
+        },
+      }),
+    },
+  };
+
+  // Return just the tools
+  return { tools };
+}
+
+function getThemeName(darkModeSetting: DarkModeOption) {
+  switch (darkModeSetting) {
+    case DarkModeOption.never:
+      return 'light';
+    case DarkModeOption.always:
+      return 'dark';
+    case DarkModeOption.auto:
+      return 'system';
+  }
+}
diff --git a/browser/data-browser/src/chunks/AI/useGenerativeData.ts b/browser/data-browser/src/chunks/AI/useGenerativeData.ts
new file mode 100644
index 000000000..29fa42fea
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useGenerativeData.ts
@@ -0,0 +1,110 @@
+import { generateObject, generateText } from 'ai';
+import { type AtomicUIMessage } from './types';
+import z from 'zod';
+import { useAISettings } from '@components/AI/AISettingsContext';
+import { useGetModel } from './useModel';
+
+const generateTitleSystemPrompt = (
+  conversation: string,
+) => `You are part of a well oiled machine that responds to user input.
+It is your job to think of a short title that fits the given conversation.
+The user will provide a JSON object containing the conversation.
+
+ALWAYS USE THE SAME LANGUAGE AS THE USER!
+ONLY RESPOND WITH JUST THE TITLE, NOTHING ELSE! NO FORMATTING OR EXTRA TEXT!
+
+Here follows the conversation as a JSON object:
+\`\`\`json
+${conversation}
+\`\`\`
+`;
+
+const generateFollowUpQuestionsSystemPrompt = (
+  conversation: string,
+) => `You are part of a larger AI chat application.
+It is your job to look at a conversation and generate a follow up prompt for the user to use.
+The prompt MUST be written from the perspective of the user, not the AI!
+The prompt can be a follow up question or response to a question from the assistant.
+DO NOT ask for clarification or information from the user, just generate the follow up prompt.
+Be concise and to the point. DO NOT INCLUDE ANY TEXT FORMATTING.
+
+If the assistant asks the user a question, generate follow up prompt that answer the question.
+If the assistant makes a suggestion, generate follow up prompt that follow up on the suggestion.
+If the assistant does neigther, generate a follow up question the user could ask about the topic that are related to the last assistant response.
+
+Here follows the conversation as a JSON object:
+\`\`\`json
+${conversation}
+\`\`\`
+`;
+
+export const useGenerativeData = () => {
+  const { genFeaturesModel } = useAISettings();
+
+  const getModel = useGetModel();
+
+  const generateTitleFromConversation = async (
+    conversation: AtomicUIMessage[],
+  ) => {
+    const model = getModel(genFeaturesModel);
+
+    if (!model) {
+      return undefined;
+    }
+
+    const filteredConversation = removeFilesAndImages(
+      conversation.slice(0, 2).filter(m => m.role !== 'system'),
+    );
+    const convoString = JSON.stringify(filteredConversation);
+
+    const { text } = await generateText({
+      model,
+      // Google/gemma-3-4b-it:free doesn't support system prompts so we have to do it this way
+      prompt: generateTitleSystemPrompt(convoString),
+    });
+
+    const cleaned = text.trim();
+
+    if (cleaned) {
+      return cleaned;
+    }
+
+    return undefined;
+  };
+
+  const generateFollowUpQuestions = async (conversation: AtomicUIMessage[]) => {
+    const model = getModel(genFeaturesModel);
+
+    if (!model) {
+      return [];
+    }
+
+    const filteredConversation = removeFilesAndImages(
+      conversation.slice(-2).filter(m => m.role !== 'system'),
+    );
+    const convoString = JSON.stringify(filteredConversation);
+
+    const { object } = await generateObject({
+      model,
+      prompt: generateFollowUpQuestionsSystemPrompt(convoString),
+      schema: z.object({
+        prompt: z.string(),
+      }),
+    });
+
+    return object.prompt && object.prompt.trim() !== '' ? [object.prompt] : [];
+  };
+
+  return { generateTitleFromConversation, generateFollowUpQuestions };
+};
+
+function removeFilesAndImages(
+  conversation: AtomicUIMessage[],
+): AtomicUIMessage[] {
+  return conversation.map(message => {
+    return {
+      ...message,
+      parts: message.parts.filter(part => part.type !== 'file'),
+    };
+  });
+}
diff --git a/browser/data-browser/src/chunks/AI/useModel.ts b/browser/data-browser/src/chunks/AI/useModel.ts
new file mode 100644
index 000000000..c8984d9f3
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useModel.ts
@@ -0,0 +1,50 @@
+import { createOllama } from 'ollama-ai-provider-v2';
+import type { AIModelIdentifier } from './types';
+import { createOpenRouter } from '@openrouter/ai-sdk-provider';
+import { AIProvider } from '@components/AI/aiContstants';
+import { useAISettings } from '@components/AI/AISettingsContext';
+import type { LanguageModel } from 'ai';
+
+const createOpenRouterProvider = (openRouterApiKey: string) => {
+  return createOpenRouter({
+    apiKey: openRouterApiKey,
+    compatibility: 'strict',
+    extraBody: {
+      transforms: ['middle-out'],
+    },
+  });
+};
+
+const createOllamaProvider = (ollamaUrl: string) => {
+  return createOllama({
+    baseURL: `${ollamaUrl}/api`,
+  });
+};
+
+export function useGetModel(): (
+  identifier: AIModelIdentifier,
+) => LanguageModel | undefined {
+  const { openRouterApiKey, ollamaUrl, isProviderEnabled } = useAISettings();
+
+  return (identifier: AIModelIdentifier): LanguageModel | undefined => {
+    if (!isProviderEnabled(identifier.provider)) {
+      return undefined;
+    }
+
+    if (identifier.provider === AIProvider.OpenRouter) {
+      if (!openRouterApiKey) {
+        return undefined;
+      }
+
+      return createOpenRouterProvider(openRouterApiKey)(identifier.id);
+    }
+
+    if (identifier.provider === AIProvider.Ollama) {
+      if (!ollamaUrl) {
+        return undefined;
+      }
+
+      return createOllamaProvider(ollamaUrl)(identifier.id);
+    }
+  };
+}
diff --git a/browser/data-browser/src/chunks/AI/useOpenRouterModels.ts b/browser/data-browser/src/chunks/AI/useOpenRouterModels.ts
new file mode 100644
index 000000000..054e40ba0
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useOpenRouterModels.ts
@@ -0,0 +1,59 @@
+import { useEffect, useState } from 'react';
+import { effectFetch } from '@helpers/effectFetch';
+
+export type OpenRouterAIModel = {
+  id: string;
+  name: string;
+  description: string;
+  architecture: {
+    input_modalities: string[];
+    output_modalities: string[];
+  };
+  pricing: {
+    prompt: number;
+    completion: number;
+    web_search: number;
+  };
+  supported_parameters: string[];
+};
+
+let modelDataCache: OpenRouterAIModel[] | undefined = undefined;
+
+export function useOpenRouterModels() {
+  const [models, setModels] = useState<OpenRouterAIModel[]>(
+    modelDataCache ?? [],
+  );
+
+  const checkORModelSupport = (model: string, parameter: string) => {
+    const foundModel = models.find(m => m.id === model);
+
+    if (!foundModel) {
+      return false;
+    }
+
+    return foundModel.supported_parameters.includes(parameter);
+  };
+
+  const checkORModelSupportsImageInput = (model: string) => {
+    const foundModel = models.find(m => m.id === model);
+
+    if (!foundModel) {
+      return false;
+    }
+
+    return foundModel.architecture.input_modalities.includes('image');
+  };
+
+  useEffect(() => {
+    if (modelDataCache) {
+      return;
+    }
+
+    return effectFetch('https://openrouter.ai/api/v1/models')(data => {
+      setModels(data.data as OpenRouterAIModel[]);
+      modelDataCache = data.data as OpenRouterAIModel[];
+    });
+  }, []);
+
+  return { models, checkORModelSupport, checkORModelSupportsImageInput };
+}
diff --git a/browser/data-browser/src/chunks/AI/useProcessMessages.ts b/browser/data-browser/src/chunks/AI/useProcessMessages.ts
new file mode 100644
index 000000000..b1c868790
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useProcessMessages.ts
@@ -0,0 +1,169 @@
+import { commits, useStore, type Resource, type Store } from '@tomic/react';
+import { type AIMessageContext, type AtomicUIMessage } from './types';
+import { toClassString } from './atomicSchemaHelpers';
+import {
+  useMcpServers,
+  type ReadMCPResource,
+} from '@components/AI/MCP/useMcpServers';
+
+/**
+ * A hook that processes AI chat messages by applying context.
+ */
+export function useProcessMessages() {
+  const store = useStore();
+  const { readMCPResource } = useMcpServers();
+
+  return async (messages: AtomicUIMessage[]): Promise<AtomicUIMessage[]> => {
+    const map = async (message: AtomicUIMessage) => {
+      if (message.metadata?.context) {
+        return {
+          ...message,
+          parts: [
+            ...message.parts,
+            {
+              type: 'text',
+              text: await addContextToMessage(
+                '',
+                message.metadata.context,
+                store,
+                readMCPResource,
+              ),
+            },
+          ],
+        };
+      }
+
+      return message;
+    };
+
+    return Promise.all(messages.map(map)) as Promise<AtomicUIMessage[]>;
+  };
+}
+
+/**
+ * Converts an Atomic Resource into a plain object representation
+ * @param resource - The Atomic Resource to convert
+ * @param includeCommitData - Whether to include commit-related data in the output
+ * @returns A plain object containing the resource's properties
+ */
+const toResultObject = (resource: Resource, includeCommitData: boolean) => {
+  const props = Object.fromEntries(
+    Array.from(resource.getPropVals().entries()).filter(
+      ([key]) => includeCommitData || key !== commits.properties.lastCommit,
+    ),
+  );
+
+  return {
+    '@id': resource.subject,
+    ...props,
+  };
+};
+
+/**
+ * Processes atomic resources from context
+ */
+const processAtomicResources = async (
+  context: AIMessageContext[],
+  store: Store,
+) => {
+  const atomicContext = context.filter(x => x.type === 'atomic-resource');
+
+  if (atomicContext.length === 0) {
+    return { resourcesContent: '', schemasContent: '' };
+  }
+
+  const subjects = atomicContext.map(x => x.subject);
+  const resources = await Promise.all(subjects.map(s => store.getResource(s)));
+
+  const resourcesContent = resources
+    .map(
+      r => `An atomic resource called ${r.title}. Data:\n\`\`\`json
+${JSON.stringify(toResultObject(r, true), null, 2)}
+\`\`\``,
+    )
+    .join('\n');
+
+  const classes = Array.from(new Set(resources.flatMap(r => r.getClasses())));
+  const schemaDefs = await Promise.all(
+    classes.map(c => toClassString(c, store)),
+  );
+
+  return {
+    resourcesContent,
+    schemasContent: schemaDefs.join('\n'),
+  };
+};
+
+/**
+ * Processes MCP resources from context
+ */
+const processMCPResources = async (
+  context: AIMessageContext[],
+  readMCPResource: ReadMCPResource,
+) => {
+  const mcpContext = context.filter(x => x.type === 'mcp-resource');
+
+  if (mcpContext.length === 0) {
+    return '';
+  }
+
+  const mcpResults = await Promise.all(
+    mcpContext.map(async ctx => {
+      try {
+        const resourceData = await readMCPResource(ctx.serverId, ctx.uri);
+
+        return `\`\`\`${resourceData.mimeType || 'text'}
+${typeof resourceData.contents === 'string' ? resourceData.contents : JSON.stringify(resourceData.contents, null, 2)}
+\`\`\``;
+      } catch (error) {
+        return `MCP resource "${ctx.name}" (${ctx.uri}): Error loading - ${error instanceof Error ? error.message : 'Unknown error'}`;
+      }
+    }),
+  );
+
+  return mcpResults.join('\n');
+};
+
+/**
+ * Adds context information to a message by including resource data and schema definitions
+ * @param message - The original message to add context to
+ * @param context - Array of context objects containing resource references
+ * @param store - An Atomic Data store instance
+ * @param readMCPResource - Function to read MCP resources
+ * @returns A promise that resolves to the message with added context
+ */
+const addContextToMessage = async (
+  message: string,
+  context: AIMessageContext[],
+  store: Store,
+  readMCPResource: ReadMCPResource,
+) => {
+  const [atomicData, mcpContent] = await Promise.all([
+    processAtomicResources(context, store),
+    processMCPResources(context, readMCPResource),
+  ]);
+
+  let messageWithContext = message;
+
+  // Add atomic context if we have any atomic resources or schemas
+  if (atomicData.resourcesContent || atomicData.schemasContent) {
+    messageWithContext += `\n<atomic-context>`;
+
+    if (atomicData.resourcesContent) {
+      messageWithContext += `\n<resources>\n${atomicData.resourcesContent}\n</resources>`;
+    }
+
+    if (atomicData.schemasContent) {
+      messageWithContext += `\n<schemas>\n${atomicData.schemasContent}\n</schemas>`;
+    }
+
+    messageWithContext += `\n</atomic-context>`;
+  }
+
+  // Add MCP context if we have any MCP resources
+  if (mcpContent) {
+    messageWithContext += `\n<context>\n${mcpContent}\n</context>`;
+  }
+
+  return messageWithContext;
+};
diff --git a/browser/data-browser/src/chunks/AI/useTools.ts b/browser/data-browser/src/chunks/AI/useTools.ts
new file mode 100644
index 000000000..8c9367298
--- /dev/null
+++ b/browser/data-browser/src/chunks/AI/useTools.ts
@@ -0,0 +1,77 @@
+import { useEffect, useState } from 'react';
+import type { AIAgent } from './types';
+import { jsonSchema, tool, type Tool, type ToolSet } from 'ai';
+import { useMcpServers } from '@components/AI/MCP/useMcpServers';
+import type { Client } from '@modelcontextprotocol/sdk/client/index.js';
+
+export type MCPToolCallResult = {
+  content: Array<{
+    type: 'text';
+    text: string;
+  }>;
+  isError: boolean;
+};
+
+// Thanks to the heavy use of zod the mcp sdk doesn't have an actual type for tools so we have to infer it from the return type of listTools.
+type MCPTool = Awaited<
+  ReturnType<(typeof Client)['prototype']['listTools']>
+>['tools'][number];
+
+const convertTool = (t: MCPTool, client: Client): Tool => {
+  return tool({
+    description: t.description,
+    inputSchema: jsonSchema({
+      ...t.inputSchema,
+      properties:
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
+        (t.inputSchema.properties as Record<string, any>) ?? {},
+      additionalProperties: false,
+    }),
+    execute: async (args: Record<string, unknown>) => {
+      const result = await client.callTool({
+        name: t.name,
+        arguments: args,
+      });
+
+      if (result.isError) {
+        return result.content;
+      }
+
+      return result.content;
+    },
+  });
+};
+
+export function useTools() {
+  const { clients } = useMcpServers();
+  const [toolSets, setToolSets] = useState<Record<string, ToolSet>>({});
+
+  const getToolsForAgent = (agent: AIAgent): ToolSet => {
+    const agentTools = agent.availableTools.reduce(
+      (acc, id) => ({
+        ...acc,
+        ...(toolSets[id] || {}),
+      }),
+      {},
+    );
+
+    return agentTools;
+  };
+
+  useEffect(() => {
+    for (const [name, client] of Object.entries(clients)) {
+      client.listTools().then(tools => {
+        const convertedTools: Record<string, Tool> = {};
+
+        for (const t of tools.tools) {
+          const convertedTool = convertTool(t, client);
+          convertedTools[t.name] = convertedTool;
+        }
+
+        setToolSets(prev => ({ ...prev, [name]: convertedTools }));
+      });
+    }
+  }, [clients]);
+
+  return getToolsForAgent;
+}
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/AsyncAIChatInput.tsx b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/AsyncAIChatInput.tsx
new file mode 100644
index 000000000..351c9dae9
--- /dev/null
+++ b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/AsyncAIChatInput.tsx
@@ -0,0 +1,249 @@
+import { EditorContent, useEditor, type JSONContent } from '@tiptap/react';
+import { styled } from 'styled-components';
+import StarterKit from '@tiptap/starter-kit';
+import Mention from '@tiptap/extension-mention';
+import FileHandler from '@tiptap/extension-file-handler';
+import { TiptapContextProvider } from '../TiptapContext';
+import { EditorWrapperBase } from '../EditorWrapperBase';
+import { searchSuggestionBuilder } from './resourceSuggestions';
+import { useRef, useState } from 'react';
+import { EditorEvents } from '../EditorEvents';
+import { Markdown } from 'tiptap-markdown';
+import { useStore } from '@tomic/react';
+import { useSettings } from '../../../helpers/AppSettings';
+import type { Node } from '@tiptap/pm/model';
+import Placeholder from '@tiptap/extension-placeholder';
+import { useMcpServers } from '../../../components/AI/MCP/useMcpServers';
+import type {
+  AtomicResourceSuggestion,
+  MCPResourceSuggestion,
+  MentionItem,
+} from './types';
+import { Row } from '../../../components/Row';
+import {
+  IconButton,
+  IconButtonVariant,
+} from '../../../components/IconButton/IconButton';
+import { FaArrowRight } from 'react-icons/fa6';
+import { addIf } from '../../../helpers/addIf';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+const createAttribute = (propName: string, dataName: string) => {
+  return {
+    [propName]: {
+      default: null,
+      parseHTML: (element: HTMLElement) => element.getAttribute(dataName),
+      renderHTML: (attributes: Record<string, unknown>) => {
+        if (!attributes[propName]) {
+          return {};
+        }
+
+        return {
+          [dataName]: attributes[propName],
+        };
+      },
+    },
+  };
+};
+
+// Modify the Mention extension to allow serializing to markdown.
+const SerializableMention = Mention.extend({
+  addStorage() {
+    return {
+      markdown: {
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
+        serialize(state: any, node: Node) {
+          state.write('@' + (node.attrs.label || ''));
+          state.renderContent(node);
+          state.flushClose(1);
+        },
+      },
+    };
+  },
+  addAttributes() {
+    return {
+      ...createAttribute('type', 'data-type'),
+      ...createAttribute('serverId', 'data-server-id'),
+      ...createAttribute('mimeType', 'data-mime-type'),
+      ...createAttribute('id', 'data-id'),
+      ...createAttribute('label', 'data-label'),
+      ...createAttribute('isA', 'data-is-a'),
+    };
+  },
+});
+
+interface AsyncAIChatInputProps {
+  hasFiles: boolean;
+  disabled?: boolean;
+  onMentionUpdate: (mentions: MentionItem[]) => void;
+  onChange: (markdown: string) => void;
+  onSubmit: () => void;
+  onFileAdded?: (files: File[]) => void;
+}
+
+const AsyncAIChatInput: React.FC<
+  React.PropsWithChildren<AsyncAIChatInputProps>
+> = ({
+  children,
+  hasFiles,
+  disabled,
+  onMentionUpdate,
+  onChange,
+  onSubmit,
+  onFileAdded,
+}) => {
+  const store = useStore();
+  const { drive } = useSettings();
+  const { mcpServers } = useAISettings();
+  const [markdown, setMarkdown] = useState('');
+
+  const markdownRef = useRef(markdown);
+  const onSubmitRef = useRef(onSubmit);
+  markdownRef.current = markdown;
+  onSubmitRef.current = onSubmit;
+
+  const { serversWithResources, searchResourcesOfServer } = useMcpServers();
+
+  const editor = useEditor(
+    {
+      extensions: [
+        Markdown.configure({
+          html: true,
+        }),
+        StarterKit.extend({
+          addKeyboardShortcuts() {
+            return {
+              Enter: () => {
+                // Check if the cursor is in a code block, if so allow the user to press enter.
+                // Pressing shift + enter will exit the code block.
+                if ('language' in this.editor.getAttributes('codeBlock')) {
+                  return false;
+                }
+
+                // The content has to be read from a ref because this callback is not updated often leading to stale content.
+                onSubmitRef.current();
+                setMarkdown('');
+                this.editor.commands.clearContent();
+
+                return true;
+              },
+            };
+          },
+        }).configure({
+          blockquote: false,
+          bulletList: false,
+          orderedList: false,
+          heading: false,
+          listItem: false,
+          horizontalRule: false,
+          bold: false,
+          strike: false,
+          italic: false,
+        }),
+        SerializableMention.configure({
+          HTMLAttributes: {
+            class: 'ai-chat-mention',
+          },
+          suggestion: searchSuggestionBuilder(
+            store,
+            drive,
+            mcpServers.filter(server =>
+              serversWithResources.includes(server.id),
+            ),
+            searchResourcesOfServer,
+          ),
+          renderText({ options, node }) {
+            return `${options.suggestion.char}bla${node.attrs.title}`;
+          },
+        }),
+        Placeholder.configure({
+          placeholder: 'Ask me anything...',
+        }),
+        ...addIf(
+          !!onFileAdded,
+          FileHandler.configure({
+            onDrop: (_currentEditor, files) => {
+              onFileAdded!(Array.from(files));
+            },
+            onPaste: (_currentEditor, files, htmlContent) => {
+              if (htmlContent) return false;
+
+              onFileAdded!(Array.from(files));
+            },
+          }),
+        ),
+      ],
+      autofocus: true,
+      editable: !disabled,
+    },
+    [serversWithResources, searchResourcesOfServer, disabled],
+  );
+
+  const handleChange = (value: string) => {
+    setMarkdown(value);
+    markdownRef.current = value;
+    onChange(value);
+
+    if (!editor) {
+      return;
+    }
+
+    const mentions = digForMentions(editor.getJSON());
+    onMentionUpdate(mentions);
+  };
+
+  return (
+    <>
+      <EditorWrapper hideEditor={false}>
+        <TiptapContextProvider editor={editor}>
+          <EditorContent editor={editor} />
+          <EditorEvents onChange={handleChange} />
+        </TiptapContextProvider>
+      </EditorWrapper>
+      <Row justify='space-between'>
+        {children}
+        <IconButton
+          disabled={disabled || (markdown.length === 0 && !hasFiles)}
+          onClick={() => {
+            onSubmit();
+            setMarkdown('');
+            editor?.commands.clearContent();
+          }}
+          title='Send'
+          variant={IconButtonVariant.Fill}
+        >
+          <FaArrowRight />
+        </IconButton>
+      </Row>
+    </>
+  );
+};
+
+export default AsyncAIChatInput;
+
+const EditorWrapper = styled(EditorWrapperBase)`
+  padding: ${p => p.theme.size(2)};
+  font-size: 16px;
+  line-height: 1.5;
+
+  .ai-chat-mention {
+    background-color: ${p => p.theme.colors.mainSelectedBg};
+    color: ${p => p.theme.colors.mainSelectedFg};
+    border-radius: 5px;
+    padding-inline: ${p => p.theme.size(1)};
+  }
+`;
+
+function digForMentions(
+  data: JSONContent,
+): Array<MCPResourceSuggestion | AtomicResourceSuggestion> {
+  if (data.type === 'mention') {
+    return [data.attrs as MCPResourceSuggestion | AtomicResourceSuggestion];
+  }
+
+  if (data.content) {
+    return data.content.flatMap(digForMentions);
+  }
+
+  return [];
+}
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/MentionList.tsx b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/MentionList.tsx
new file mode 100644
index 000000000..f99f93401
--- /dev/null
+++ b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/MentionList.tsx
@@ -0,0 +1,214 @@
+import { forwardRef, useEffect, useImperativeHandle } from 'react';
+import styled from 'styled-components';
+import { getIconForClass } from '../../../helpers/iconMap';
+import { useSelectedIndex } from '../../../hooks/useSelectedIndex';
+import { FaAtom, FaServer } from 'react-icons/fa6';
+import type {
+  CategorySuggestion,
+  AtomicResourceSuggestion,
+  SearchSuggestion,
+  MCPResourceSuggestion,
+} from './types';
+
+export interface MentionListProps {
+  items: SearchSuggestion[];
+  query: string;
+  onSelect: (item: SearchSuggestion) => void;
+}
+
+export interface MentionListRef {
+  onKeyDown: ({ event }: { event: React.KeyboardEvent<unknown> }) => boolean;
+}
+
+export const MentionList = forwardRef<MentionListRef, MentionListProps>(
+  ({ items, onSelect }, ref) => {
+    const { selectedIndex, onKeyDown, onMouseOver, onClick, resetIndex } =
+      useSelectedIndex(
+        items,
+        index => {
+          if (index === undefined) {
+            return;
+          }
+
+          const item = items[index];
+
+          if (item) {
+            onSelect(item);
+          }
+        },
+        0,
+      );
+
+    useEffect(() => resetIndex(), [items]);
+
+    useImperativeHandle(ref, () => ({
+      onKeyDown: ({ event }) => {
+        onKeyDown(event);
+
+        if (['ArrowDown', 'ArrowUp', 'Enter'].includes(event.key)) {
+          return true;
+        }
+
+        return false;
+      },
+    }));
+
+    return (
+      <DropdownMenu>
+        {items.length ? (
+          items.map((item, index) => {
+            const commonProps = {
+              selected: index === selectedIndex,
+              onMouseOver: () => onMouseOver(index),
+              onClick: () => onClick(index),
+            };
+
+            if (isAtomicResourceSuggestion(item)) {
+              return (
+                <AtomicResourceItem
+                  key={item.id}
+                  item={item}
+                  {...commonProps}
+                />
+              );
+            }
+
+            if (isCategorySuggestion(item)) {
+              return (
+                <CategoryItem key={item.id} item={item} {...commonProps} />
+              );
+            }
+
+            if (isMCPResourceSuggestion(item)) {
+              return (
+                <MCPResourceItem key={item.id} item={item} {...commonProps} />
+              );
+            }
+
+            throw new Error(`Unknown suggestion type`);
+          })
+        ) : (
+          <div className='item'>No result</div>
+        )}
+      </DropdownMenu>
+    );
+  },
+);
+
+MentionList.displayName = 'MentionList';
+
+interface DropdownItemProps<T extends SearchSuggestion> {
+  item: T;
+  selected: boolean;
+  onClick: () => void;
+  onMouseOver: () => void;
+}
+
+const AtomicResourceItem: React.FC<
+  DropdownItemProps<AtomicResourceSuggestion>
+> = ({ item, selected, onClick, onMouseOver }) => {
+  const Icon = getIconForClass(item.isA[0]);
+
+  return (
+    <button
+      className={selected ? 'is-selected' : ''}
+      onClick={onClick}
+      // Focus is handled by selectedIndex
+      // eslint-disable-next-line jsx-a11y/mouse-events-have-key-events
+      onMouseOver={onMouseOver}
+    >
+      <Icon />
+      {item.label}
+    </button>
+  );
+};
+
+const CategoryItem: React.FC<DropdownItemProps<CategorySuggestion>> = ({
+  item,
+  selected,
+  onClick,
+  onMouseOver,
+}) => {
+  const Icon = item.id === 'category-atomic-data' ? FaAtom : FaServer;
+
+  return (
+    <button
+      className={selected ? 'is-selected' : ''}
+      onClick={onClick}
+      // Focus is handled by selectedIndex
+      // eslint-disable-next-line jsx-a11y/mouse-events-have-key-events
+      onMouseOver={onMouseOver}
+    >
+      <Icon />
+      {item.label}
+    </button>
+  );
+};
+
+const MCPResourceItem: React.FC<DropdownItemProps<MCPResourceSuggestion>> = ({
+  item,
+  selected,
+  onClick,
+  onMouseOver,
+}) => {
+  return (
+    <button
+      className={selected ? 'is-selected' : ''}
+      onClick={onClick}
+      // Focus is handled by selectedIndex
+      // eslint-disable-next-line jsx-a11y/mouse-events-have-key-events
+      onMouseOver={onMouseOver}
+    >
+      {item.label}
+    </button>
+  );
+};
+
+const isAtomicResourceSuggestion = (
+  item: SearchSuggestion,
+): item is AtomicResourceSuggestion => {
+  return item.type === 'atomic-resource';
+};
+
+const isCategorySuggestion = (
+  item: SearchSuggestion,
+): item is CategorySuggestion => {
+  return item.type === 'category';
+};
+
+const isMCPResourceSuggestion = (
+  item: SearchSuggestion,
+): item is MCPResourceSuggestion => {
+  return item.type === 'mcp-resource';
+};
+
+const DropdownMenu = styled.div`
+  background: ${p => p.theme.colors.bg};
+  border-radius: 0.7rem;
+  box-shadow: ${p => p.theme.boxShadowIntense};
+  display: flex;
+  flex-direction: column;
+  gap: 0.1rem;
+  overflow: auto;
+  padding: 0.4rem;
+  position: relative;
+
+  button {
+    background: transparent;
+    appearance: none;
+    border: none;
+    border-radius: ${p => p.theme.radius};
+    display: flex;
+    align-items: center;
+    gap: ${p => p.theme.size(1)};
+    text-align: left;
+    width: 100%;
+    padding: 0.5rem;
+    cursor: pointer;
+
+    &.is-selected {
+      background-color: ${p => p.theme.colors.mainSelectedBg};
+      color: ${p => p.theme.colors.mainSelectedFg};
+    }
+  }
+`;
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/resourceSuggestions.ts b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/resourceSuggestions.ts
new file mode 100644
index 000000000..972ece2aa
--- /dev/null
+++ b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/resourceSuggestions.ts
@@ -0,0 +1,202 @@
+import { ReactRenderer } from '@tiptap/react';
+import tippy, { type Instance } from 'tippy.js';
+import {
+  MentionList,
+  type MentionListProps,
+  type MentionListRef,
+} from './MentionList';
+import type { Store } from '@tomic/react';
+import type { SuggestionOptions, SuggestionProps } from '@tiptap/suggestion';
+import type { SearchResourcesOfServer } from '@components/AI/MCP/useMcpServers';
+import type { MCPServer } from '@chunks/AI/types';
+import type { CategorySuggestion, SearchSuggestion } from './types';
+
+enum SuggestionState {
+  PickingCategory,
+  PickingAtomicResource,
+  PickingMCPResource,
+}
+
+export function searchSuggestionBuilder(
+  store: Store,
+  drive: string,
+  servers: MCPServer[],
+  searchInServer: SearchResourcesOfServer,
+): Partial<SuggestionOptions<SearchSuggestion>> {
+  let state = SuggestionState.PickingCategory;
+  let currentCategory: string;
+
+  const buildCategoryList = (): CategorySuggestion[] => {
+    return [
+      {
+        type: 'category',
+        id: 'category-atomic-data',
+        label: 'Atomic Data',
+      },
+      ...servers.map(server => ({
+        type: 'category' as const,
+        id: `category-mcp-${server.id}`,
+        label: server.name,
+      })),
+    ];
+  };
+
+  const items = async ({
+    query,
+  }: {
+    query: string;
+  }): Promise<SearchSuggestion[]> => {
+    if (state === SuggestionState.PickingCategory) {
+      return buildCategoryList();
+    }
+
+    if (state === SuggestionState.PickingAtomicResource) {
+      const results = await store.search(query, {
+        limit: 10,
+        include: true,
+        parents: [drive],
+      });
+
+      const resultResources = await Promise.all(
+        results.map(subject => store.getResource(subject)),
+      );
+
+      return resultResources.map(resource => ({
+        type: 'atomic-resource',
+        id: resource.subject,
+        label: resource.title,
+        isA: resource.getClasses(),
+      }));
+    }
+
+    if (state === SuggestionState.PickingMCPResource) {
+      try {
+        const serverId = currentCategory.replace(/^category-mcp-/, '');
+        const results = await searchInServer(serverId, query, 10);
+
+        return results.map(resource => ({
+          type: 'mcp-resource',
+          id: resource.uri,
+          serverId,
+          label: resource.name,
+          mimeType: resource.mimeType,
+        }));
+      } catch (error) {
+        console.error(error);
+
+        return [];
+      }
+    }
+
+    throw new Error('Invalid state');
+  };
+
+  return {
+    items,
+    render() {
+      let component: ReactRenderer<MentionListRef, MentionListProps>;
+      let popup: Instance[];
+
+      const update = (
+        newP: SuggestionProps<SearchSuggestion, SearchSuggestion>,
+      ) => {
+        component.updateProps(newP);
+
+        if (!newP.clientRect) {
+          return;
+        }
+
+        popup[0].setProps({
+          getReferenceClientRect: newP.clientRect as () => DOMRect,
+        });
+      };
+
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      const editPropsForMenus = (
+        props: SuggestionProps<SearchSuggestion, SearchSuggestion>,
+      ): SuggestionProps<SearchSuggestion, SearchSuggestion> => {
+        const newProps = { ...props };
+
+        if (state === SuggestionState.PickingCategory && props.query) {
+          state = SuggestionState.PickingAtomicResource;
+        }
+
+        const onSelect = async (item: SearchSuggestion) => {
+          if (item.type === 'category') {
+            currentCategory = item.id;
+
+            if (item.id === 'category-atomic-data') {
+              state = SuggestionState.PickingAtomicResource;
+            } else if (item.id.startsWith('category-mcp-')) {
+              state = SuggestionState.PickingMCPResource;
+            }
+
+            const newList = await items({ query: props.query });
+            newProps.items = newList;
+
+            update(newProps);
+          } else {
+            props.command(item);
+          }
+        };
+
+        // @ts-expect-error There is no way to type extra props of the component without causing type errors in the suggestion plugin.
+        newProps.onSelect = onSelect;
+
+        return newProps;
+      };
+
+      return {
+        onStart: props => {
+          state = SuggestionState.PickingCategory;
+
+          const newProps = editPropsForMenus(props);
+          component = new ReactRenderer(MentionList, {
+            props: newProps,
+            editor: props.editor,
+          });
+
+          if (!props.clientRect) {
+            return;
+          }
+
+          popup = tippy('body', {
+            getReferenceClientRect: props.clientRect as () => DOMRect,
+            appendTo: () => document.body,
+            content: component.element,
+            showOnCreate: true,
+            interactive: true,
+            trigger: 'manual',
+            placement: 'top-start',
+          });
+        },
+
+        onUpdate(oldProps) {
+          const props = editPropsForMenus(oldProps);
+          update(props);
+        },
+
+        onKeyDown(props) {
+          if (props.event.key === 'Escape') {
+            popup[0].hide();
+
+            return true;
+          }
+
+          if (!component.ref) {
+            return false;
+          }
+
+          // @ts-expect-error Tiptap uses a different event type from React but the core properties are the same.
+          return component.ref.onKeyDown(props);
+        },
+
+        onExit() {
+          state = SuggestionState.PickingCategory;
+          popup[0].destroy();
+          component.destroy();
+        },
+      };
+    },
+  };
+}
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/types.ts b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/types.ts
new file mode 100644
index 000000000..e990da252
--- /dev/null
+++ b/browser/data-browser/src/chunks/MarkdownEditor/AIChatInput/types.ts
@@ -0,0 +1,26 @@
+export type SearchSuggestion =
+  | AtomicResourceSuggestion
+  | CategorySuggestion
+  | MCPResourceSuggestion;
+
+export type MentionItem = AtomicResourceSuggestion | MCPResourceSuggestion;
+
+export type AtomicResourceSuggestion = {
+  type: 'atomic-resource';
+  id: string;
+  label: string;
+  isA: string[];
+};
+export type CategorySuggestion = {
+  type: 'category';
+  id: string;
+  label: string;
+};
+
+export type MCPResourceSuggestion = {
+  type: 'mcp-resource';
+  serverId: string;
+  label: string;
+  id: string;
+  mimeType?: string;
+};
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/AsyncMarkdownEditor.tsx b/browser/data-browser/src/chunks/MarkdownEditor/AsyncMarkdownEditor.tsx
index 645dfb5e9..05b734286 100644
--- a/browser/data-browser/src/chunks/MarkdownEditor/AsyncMarkdownEditor.tsx
+++ b/browser/data-browser/src/chunks/MarkdownEditor/AsyncMarkdownEditor.tsx
@@ -15,6 +15,7 @@ import { SlashCommands, buildSuggestion } from './SlashMenu/CommandsExtension';
 import { ExtendedImage } from './ImagePicker';
 import { transition } from '../../helpers/transition';
 import { usePopoverContainer } from '../../components/Popover';
+import { EditorWrapperBase } from './EditorWrapperBase';
 
 export type AsyncMarkdownEditorProps = {
   placeholder?: string;
@@ -111,7 +112,7 @@ export default function AsyncMarkdownEditor({
 
   return (
     <TiptapContextProvider editor={editor}>
-      <EditorWrapper hideEditor={codeMode}>
+      <StyledEditorWrapper hideEditor={codeMode}>
         {codeMode && (
           <RawEditor
             placeholder={placeholder ?? 'Start typing...'}
@@ -134,7 +135,7 @@ export default function AsyncMarkdownEditor({
         >
           <FaCode />
         </FloatingCodeButton>
-      </EditorWrapper>
+      </StyledEditorWrapper>
     </TiptapContextProvider>
   );
 }
@@ -147,61 +148,21 @@ const calcHeight = (value: string) => {
   return `calc(${lines * LINE_HEIGHT}em + 5px)`;
 };
 
-const EditorWrapper = styled.div<{ hideEditor: boolean }>`
-  position: relative;
-  background-color: ${p => p.theme.colors.bg};
-  padding: ${p => p.theme.margin}rem;
+const StyledEditorWrapper = styled(EditorWrapperBase)`
+  min-height: ${MIN_EDITOR_HEIGHT};
   border-radius: ${p => p.theme.radius};
   box-shadow: 0 0 0 1px ${p => p.theme.colors.bg2};
   min-height: ${MIN_EDITOR_HEIGHT};
+  padding: ${p => p.theme.size()};
   ${transition('box-shadow')}
 
   &:focus-within {
     box-shadow: 0 0 0 2px ${p => p.theme.colors.main};
   }
 
-  &:not(:focus-within) {
-    & .tiptap p.is-editor-empty:first-child::before {
-      color: ${p => p.theme.colors.textLight};
-      content: attr(data-placeholder);
-      float: left;
-      height: 0;
-      pointer-events: none;
-    }
-  }
-
   & .tiptap {
-    display: ${p => (p.hideEditor ? 'none' : 'block')};
-    outline: none;
     width: min(100%, 75ch);
     min-height: ${MIN_EDITOR_HEIGHT};
-
-    .tiptap-image {
-      max-width: 100%;
-      height: auto;
-    }
-
-    pre {
-      padding: 0.75rem 1rem;
-      background-color: ${p => p.theme.colors.bg1};
-      border-radius: ${p => p.theme.radius};
-      font-family: monospace;
-
-      code {
-        white-space: pre;
-        color: inherit;
-        padding: 0;
-        background: none;
-        font-size: 0.8rem;
-      }
-    }
-
-    blockquote {
-      margin-inline-start: 0;
-      border-inline-start: 3px solid ${p => p.theme.colors.textLight2};
-      color: ${p => p.theme.colors.textLight};
-      padding-inline-start: 1rem;
-    }
   }
 `;
 
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/EditorWrapperBase.tsx b/browser/data-browser/src/chunks/MarkdownEditor/EditorWrapperBase.tsx
new file mode 100644
index 000000000..cee32aacb
--- /dev/null
+++ b/browser/data-browser/src/chunks/MarkdownEditor/EditorWrapperBase.tsx
@@ -0,0 +1,49 @@
+import { styled } from 'styled-components';
+
+export const EditorWrapperBase = styled.div<{ hideEditor: boolean }>`
+  position: relative;
+  background-color: ${p => p.theme.colors.bg};
+
+  &:not(:focus-within) {
+    & .tiptap p.is-editor-empty:first-child::before {
+      color: ${p => p.theme.colors.textLight};
+      content: attr(data-placeholder);
+      float: left;
+      height: 0;
+      pointer-events: none;
+    }
+  }
+
+  & .tiptap {
+    display: ${p => (p.hideEditor ? 'none' : 'block')};
+    outline: none;
+    width: min(100%, 75ch);
+
+    .tiptap-image {
+      max-width: 100%;
+      height: auto;
+    }
+
+    pre {
+      padding: 0.75rem 1rem;
+      background-color: ${p => p.theme.colors.bg1};
+      border-radius: ${p => p.theme.radius};
+      font-family: monospace;
+
+      code {
+        white-space: pre;
+        color: inherit;
+        padding: 0;
+        background: none;
+        font-size: 0.8rem;
+      }
+    }
+
+    blockquote {
+      margin-inline-start: 0;
+      border-inline-start: 3px solid ${p => p.theme.colors.textLight2};
+      color: ${p => p.theme.colors.textLight};
+      padding-inline-start: 1rem;
+    }
+  }
+`;
diff --git a/browser/data-browser/src/chunks/MarkdownEditor/SlashMenu/CommandsExtension.ts b/browser/data-browser/src/chunks/MarkdownEditor/SlashMenu/CommandsExtension.ts
index cd1720518..28071de50 100644
--- a/browser/data-browser/src/chunks/MarkdownEditor/SlashMenu/CommandsExtension.ts
+++ b/browser/data-browser/src/chunks/MarkdownEditor/SlashMenu/CommandsExtension.ts
@@ -158,7 +158,7 @@ export const buildSuggestion = (
         }
 
         popup = tippy('body', {
-          getReferenceClientRect: props.clientRect! as () => DOMRect,
+          getReferenceClientRect: props.clientRect as () => DOMRect,
           appendTo: () => container,
           content: component.element,
           showOnCreate: true,
diff --git a/browser/data-browser/src/components/AI/AIIcon.tsx b/browser/data-browser/src/components/AI/AIIcon.tsx
new file mode 100644
index 000000000..6ec84cb3b
--- /dev/null
+++ b/browser/data-browser/src/components/AI/AIIcon.tsx
@@ -0,0 +1,34 @@
+import type { IconType } from 'react-icons';
+import { styled } from 'styled-components';
+
+export const AIIcon: IconType = ({ color }) => {
+  return (
+    <BWIconWrapper
+      color={color}
+      xmlns='http://www.w3.org/2000/svg'
+      xmlSpace='preserve'
+      strokeMiterlimit='10'
+      style={{
+        fillRule: 'nonzero',
+        clipRule: 'evenodd',
+        strokeLinecap: 'round',
+        strokeLinejoin: 'round',
+        fill: 'currentColor',
+      }}
+      viewBox='0 0 512 512'
+    >
+      <path d='m305 20-4 3-19 92-19 97-7 8-62 19-64 13c-2 1-3 2-3 4s1 3 3 4l64 13 62 19 7 8 19 97 19 92 4 3c2 0 4-1 4-3l20-92 19-97 6-8 63-19 64-13 2-4-2-4-64-13-63-19-6-8-19-97-20-92c0-2-2-3-4-3ZM91 55l-1 1-7 32-7 32-2 3-22 7-23 7v2l23 7 22 7 2 3 7 32 7 32 1 1 2-1 7-32 6-32 3-3 22-7 22-7 1-1-1-1-22-7-22-7-3-3v-1l-6-31-7-32-2-1ZM154 307l-1 1-8 35-7 34-2 2-23 7-24 8-1 1 1 2 24 7 23 7 2 3 7 33 8 35 1 1 2-1 7-35 7-33 2-3 24-7 23-7 1-2-1-1-23-8-24-7-2-2v-2l-7-32-7-35-2-1Z' />
+    </BWIconWrapper>
+  );
+};
+
+const BWIconWrapper = styled.svg<{ color?: string }>`
+  color: ${p => p.color || 'inherit'};
+  width: 1em;
+  height: 1em;
+  fill-rule: nonzero;
+  clip-rule: evenodd;
+  stroke-linecap: round;
+  stroke-linejoin: round;
+  fill: currentColor;
+`;
diff --git a/browser/data-browser/src/components/AI/AISettings.tsx b/browser/data-browser/src/components/AI/AISettings.tsx
new file mode 100644
index 000000000..0c2377ac0
--- /dev/null
+++ b/browser/data-browser/src/components/AI/AISettings.tsx
@@ -0,0 +1,255 @@
+import * as React from 'react';
+import { Column, Row } from '@components/Row';
+import { Checkbox, CheckboxLabel } from '@components/forms/Checkbox';
+import { InputStyled, InputWrapper } from '@components/forms/InputStyles';
+import { MCPServersManager } from './MCP/MCPServersManager';
+import styled, { useTheme } from 'styled-components';
+import { transition } from '@helpers/transition';
+import { Suspense, useEffect, useState } from 'react';
+import { OpenRouterLoginButton } from './OpenRouterLoginButton';
+import { effectFetch } from '@helpers/effectFetch';
+import { CheckboxDescriptor } from '@components/forms/CheckboxDescriptor';
+import { OutlinedSection } from '@components/OutlinedSection';
+import { useAISettings } from './AISettingsContext';
+import { AIProvider } from './aiContstants';
+import { useIsOllamaUrlValid } from './useIsOllamaUrlValid';
+import { FaCheck, FaTriangleExclamation } from 'react-icons/fa6';
+import { Details } from '@components/Details';
+
+const ModelSelect = React.lazy(
+  () => import('@chunks/AI/ModelSelect/ModelSelect'),
+);
+
+const intl = new Intl.NumberFormat('default', {
+  style: 'currency',
+  currency: 'USD',
+  minimumFractionDigits: 2,
+  maximumFractionDigits: 2,
+});
+
+interface CreditUsage {
+  total: number;
+  used: number;
+}
+
+const CREDITS_ENDPOINT = 'https://openrouter.ai/api/v1/credits';
+
+const AISettings: React.FC = () => {
+  const theme = useTheme();
+  const {
+    enableAI,
+    setEnableAI,
+    openRouterApiKey,
+    setOpenRouterApiKey,
+    mcpServers,
+    setMcpServers,
+    showTokenUsage,
+    setShowTokenUsage,
+    ollamaUrl,
+    setOllamaUrl,
+    showFollowUpPrompts,
+    setShowFollowUpPrompts,
+    isProviderEnabled,
+    setIsProviderEnabled,
+    shouldGenerateTitles,
+    setShouldGenerateTitles,
+    genFeaturesModel,
+    setGenFeaturesModel,
+  } = useAISettings();
+
+  const [creditUsage, setCreditUsage] = useState<CreditUsage | undefined>();
+
+  const isOllamaUrlValid = useIsOllamaUrlValid(
+    isProviderEnabled(AIProvider.Ollama),
+    ollamaUrl,
+  );
+
+  useEffect(() => {
+    if (!openRouterApiKey) {
+      setCreditUsage(undefined);
+
+      return;
+    }
+
+    return effectFetch(CREDITS_ENDPOINT, {
+      headers: {
+        Authorization: `Bearer ${openRouterApiKey}`,
+      },
+    })(data => {
+      setCreditUsage({
+        total: data.data.total_credits,
+        used: data.data.total_usage,
+      });
+    });
+  }, [openRouterApiKey]);
+
+  return (
+    <>
+      <Heading>AI</Heading>
+      <CheckboxLabel>
+        <Checkbox checked={enableAI} onChange={setEnableAI} /> Enable AI
+        Features
+      </CheckboxLabel>
+      <ConditionalSettings enabled={enableAI} inert={!enableAI}>
+        <CheckboxLabel>
+          <Checkbox checked={showTokenUsage} onChange={setShowTokenUsage} />
+          Show token usage in chats
+        </CheckboxLabel>
+        <Heading as='h3'>AI Providers</Heading>
+        <OutlinedSection title='OpenRouter'>
+          <CheckboxLabel>
+            <Checkbox
+              checked={isProviderEnabled(AIProvider.OpenRouter)}
+              onChange={checked => {
+                setIsProviderEnabled(AIProvider.OpenRouter, checked);
+              }}
+            />
+            Enable OpenRouter
+          </CheckboxLabel>
+          <ConditionalSettings
+            fullWidth
+            gap='0.5rem'
+            enabled={isProviderEnabled(AIProvider.OpenRouter)}
+          >
+            <label htmlFor='openrouter-api-key'>OpenRouter API Key</label>
+            <Row center>
+              {!openRouterApiKey && (
+                <>
+                  <OpenRouterLoginButton />
+                  or
+                </>
+              )}
+              <InputWrapper>
+                <InputStyled
+                  id='openrouter-api-key'
+                  type='password'
+                  value={openRouterApiKey || ''}
+                  onChange={e =>
+                    setOpenRouterApiKey(e.target.value || undefined)
+                  }
+                  placeholder='Enter your OpenRouter API key'
+                />
+              </InputWrapper>
+            </Row>
+            {creditUsage && (
+              <Subtle as='p'>
+                Credits used: {intl.format(creditUsage.used)} /{' '}
+                {intl.format(creditUsage.total)}
+              </Subtle>
+            )}
+            {!openRouterApiKey && (
+              <Subtle as='p'>
+                OpenRouter provides a unified API that gives you access to
+                hundreds of AI models from all major vendors, while
+                automatically handling fallbacks and selecting the most
+                cost-effective options.
+              </Subtle>
+            )}
+          </ConditionalSettings>
+        </OutlinedSection>
+        <OutlinedSection title='Ollama'>
+          <CheckboxDescriptor
+            label='Enable Ollama'
+            description={
+              <>
+                Host your own AI models locally using{' '}
+                <a href='https://ollama.com/' target='_blank' rel='noreferrer'>
+                  Ollama
+                </a>
+              </>
+            }
+          >
+            {id => (
+              <Checkbox
+                id={id}
+                checked={isProviderEnabled(AIProvider.Ollama)}
+                onChange={checked =>
+                  setIsProviderEnabled(AIProvider.Ollama, checked)
+                }
+              />
+            )}
+          </CheckboxDescriptor>
+          <ConditionalSettings
+            fullWidth
+            gap='1rem'
+            enabled={isProviderEnabled(AIProvider.Ollama)}
+          >
+            <Column gap='0.5rem'>
+              <Row center gap='1ch'>
+                {isOllamaUrlValid ? (
+                  <FaCheck title='Server found' color={theme.colors.main} />
+                ) : (
+                  <FaTriangleExclamation
+                    title='Server not responding'
+                    color={theme.colors.warning}
+                  />
+                )}
+                <label htmlFor='ollama-url'>Ollama API Url</label>
+              </Row>
+              <InputWrapper>
+                <InputStyled
+                  id='ollama-url'
+                  value={ollamaUrl || ''}
+                  onChange={e => setOllamaUrl(e.target.value || undefined)}
+                  type='url'
+                  placeholder='http://localhost:11434'
+                />
+              </InputWrapper>
+            </Column>
+          </ConditionalSettings>
+        </OutlinedSection>
+        <Heading as='h3'>Generative Features</Heading>
+        <CheckboxLabel>
+          <Checkbox
+            checked={shouldGenerateTitles}
+            onChange={setShouldGenerateTitles}
+          />
+          Generate AI Chat titles
+        </CheckboxLabel>
+        <CheckboxDescriptor
+          label='Show follow up prompts in chats'
+          description='Uses a small model to generate a follow up prompt based on the last message in the chat.'
+        >
+          {id => (
+            <Checkbox
+              id={id}
+              checked={showFollowUpPrompts}
+              onChange={setShowFollowUpPrompts}
+            />
+          )}
+        </CheckboxDescriptor>
+        <Details title='Change what model is used for generative features'>
+          <Suspense>
+            <p>(Tip) Choose a cheap and fast model</p>
+            <ModelSelect
+              defaultModel={genFeaturesModel}
+              onSelect={setGenFeaturesModel}
+            />
+          </Suspense>
+        </Details>
+        <Heading as='h3'>MCP Servers</Heading>
+        <MCPServersManager servers={mcpServers} setServers={setMcpServers} />
+      </ConditionalSettings>
+    </>
+  );
+};
+
+const Heading = styled.h2`
+  font-size: 1em;
+  margin: 0;
+  margin-top: 1rem;
+`;
+
+const ConditionalSettings = styled(Column)<{ enabled: boolean }>`
+  opacity: ${p => (p.enabled ? 1 : 0.3)};
+  pointer-events: ${p => (p.enabled ? 'auto' : 'none')};
+  touch-action: ${p => (p.enabled ? 'auto' : 'none')};
+  ${transition('opacity')}
+`;
+
+const Subtle = styled.div`
+  font-size: 0.8rem;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+export default AISettings;
diff --git a/browser/data-browser/src/components/AI/AISettingsContext.tsx b/browser/data-browser/src/components/AI/AISettingsContext.tsx
new file mode 100644
index 000000000..d01dba811
--- /dev/null
+++ b/browser/data-browser/src/components/AI/AISettingsContext.tsx
@@ -0,0 +1,152 @@
+import { createContext, ReactNode, useContext, type JSX } from 'react';
+import { useLocalStorage } from '../../hooks/useLocalStorage';
+import { AIProvider } from './aiContstants';
+import type { AIModelIdentifier, MCPServer } from '@chunks/AI/types';
+
+interface AISettingsContextType {
+  /** Enable all AI features in the app */
+  enableAI: boolean;
+  setEnableAI: (b: boolean) => void;
+  /** List of MCP servers */
+  mcpServers: MCPServer[];
+  /** Update the list of MCP servers */
+  setMcpServers: (servers: MCPServer[]) => void;
+  /** Whether to show the token usage in AI chats */
+  showTokenUsage: boolean;
+  setShowTokenUsage: (b: boolean) => void;
+  /** Whether to show the follow up prompts in AI chats */
+  showFollowUpPrompts: boolean;
+  setShowFollowUpPrompts: (b: boolean) => void;
+  enabledProviders: AIProvider[];
+  isProviderEnabled: (provider: AIProvider) => boolean;
+  setIsProviderEnabled: (provider: AIProvider, enabled: boolean) => void;
+  /** The OpenRouter API key for making requests to OpenRouter */
+  openRouterApiKey: string | undefined;
+  setOpenRouterApiKey: (key: string | undefined) => void;
+  /** The URL of the Ollama server */
+  ollamaUrl: string | undefined;
+  setOllamaUrl: (url: string | undefined) => void;
+  shouldGenerateTitles: boolean;
+  setShouldGenerateTitles: (b: boolean) => void;
+  genFeaturesModel: AIModelIdentifier;
+  setGenFeaturesModel: (model: AIModelIdentifier) => void;
+}
+
+interface ProviderProps {
+  children: ReactNode;
+}
+
+const initialState: AISettingsContextType = {
+  enableAI: true,
+  setEnableAI: () => undefined,
+  mcpServers: [],
+  setMcpServers: () => undefined,
+  showTokenUsage: true,
+  setShowTokenUsage: () => undefined,
+  showFollowUpPrompts: true,
+  setShowFollowUpPrompts: () => undefined,
+  enabledProviders: [],
+  isProviderEnabled: () => false,
+  setIsProviderEnabled: () => undefined,
+  openRouterApiKey: undefined,
+  setOpenRouterApiKey: () => undefined,
+  ollamaUrl: 'http://localhost:11434/api',
+  setOllamaUrl: () => undefined,
+  shouldGenerateTitles: true,
+  setShouldGenerateTitles: () => undefined,
+  genFeaturesModel: {
+    id: 'google/gemma-3-4b-it',
+    provider: AIProvider.OpenRouter,
+  },
+  setGenFeaturesModel: () => undefined,
+};
+
+/**
+ * The context must be provided by wrapping a high level React element in
+ * <AISettingsContext.Provider value={new AISettingsContextType}>
+ */
+export const AISettingsContext =
+  createContext<AISettingsContextType>(initialState);
+
+/** Create a provider for AI settings */
+export const AISettingsContextProvider = (
+  props: ProviderProps,
+): JSX.Element => {
+  const [enableAI, setEnableAI] = useLocalStorage('atomic.ai.enabled', true);
+  const [mcpServers, setMcpServers] = useLocalStorage<MCPServer[]>(
+    'atomic.ai.mcpServers',
+    [],
+  );
+  const [ollamaUrl, setOllamaUrl] = useLocalStorage<string | undefined>(
+    'atomic.ai.ollama-url',
+    'http://localhost:11434',
+  );
+  const [showTokenUsage, setShowTokenUsage] = useLocalStorage(
+    'atomic.ai.showTokenUsage',
+    true,
+  );
+  const [enabledProviders, setEnabledProviders] = useLocalStorage<AIProvider[]>(
+    'atomic.ai.enabledProviders',
+    [],
+  );
+  const [openRouterApiKey, setOpenRouterApiKey] = useLocalStorage<
+    string | undefined
+  >('atomic.ai.openrouter-api-key', undefined);
+
+  const [genFeaturesModel, setGenFeaturesModel] =
+    useLocalStorage<AIModelIdentifier>('atomic.ai.genFeaturesModel', {
+      id: 'google/gemma-3-4b-it',
+      provider: AIProvider.OpenRouter,
+    });
+
+  const [showFollowUpPrompts, setShowFollowUpPrompts] = useLocalStorage(
+    'atomic.ai.showFollowUpPrompts',
+    true,
+  );
+
+  const [shouldGenerateTitles, setShouldGenerateTitles] = useLocalStorage(
+    'atomic.ai.shouldGenerateTitles',
+    true,
+  );
+
+  const isProviderEnabled = (provider: AIProvider) =>
+    enabledProviders.includes(provider);
+
+  const setIsProviderEnabled = (provider: AIProvider, enabled: boolean) =>
+    setEnabledProviders(prev =>
+      enabled ? [...prev, provider] : prev.filter(p => p !== provider),
+    );
+
+  const context = {
+    openRouterApiKey,
+    setOpenRouterApiKey,
+    mcpServers,
+    setMcpServers,
+    enableAI,
+    setEnableAI,
+    showTokenUsage,
+    setShowTokenUsage,
+    ollamaUrl,
+    setOllamaUrl,
+    showFollowUpPrompts,
+    setShowFollowUpPrompts,
+    enabledProviders,
+    isProviderEnabled,
+    setIsProviderEnabled,
+    shouldGenerateTitles,
+    setShouldGenerateTitles,
+    genFeaturesModel,
+    setGenFeaturesModel,
+  };
+
+  return (
+    <AISettingsContext.Provider value={context}>
+      {props.children}
+    </AISettingsContext.Provider>
+  );
+};
+
+/** Hook for using AI Settings */
+export const useAISettings = (): AISettingsContextType => {
+  return useContext(AISettingsContext);
+};
diff --git a/browser/data-browser/src/components/AI/AISidebarContainer.tsx b/browser/data-browser/src/components/AI/AISidebarContainer.tsx
new file mode 100644
index 000000000..c15ca66cb
--- /dev/null
+++ b/browser/data-browser/src/components/AI/AISidebarContainer.tsx
@@ -0,0 +1,42 @@
+import React, { Suspense } from 'react';
+import { styled } from 'styled-components';
+import { useAISidebar } from './AISidebarContext';
+import { ChatLoadingIndicator } from './ChatLoadingIndicator';
+
+const AISidebar = React.lazy(() => import('@chunks/AI/AISidebar'));
+
+export const AISidebarContainer: React.FC = () => {
+  const { isOpen } = useAISidebar();
+
+  return (
+    <SidebarContainer data-open={isOpen ? '' : undefined}>
+      <Suspense fallback={<ChatLoadingIndicator />}>
+        {isOpen && <AISidebar />}
+      </Suspense>
+    </SidebarContainer>
+  );
+};
+
+const SidebarContainer = styled.div`
+  background-color: ${p => p.theme.colors.bg};
+  display: none;
+  transform: translateX(30rem);
+  width: min(30rem, 100vw);
+  overflow: hidden;
+  border-left: 1px solid ${p => p.theme.colors.bg2};
+  padding: ${p => p.theme.size()};
+  padding-top: 2px;
+  transition:
+    display 100ms allow-discrete,
+    transform 100ms ease-in-out;
+
+  &[data-open] {
+    transform: translateX(0rem);
+    display: block;
+  }
+
+  @starting-style {
+    transform: translateX(30rem);
+    display: none;
+  }
+`;
diff --git a/browser/data-browser/src/components/AI/AISidebarContext.tsx b/browser/data-browser/src/components/AI/AISidebarContext.tsx
new file mode 100644
index 000000000..c438896a8
--- /dev/null
+++ b/browser/data-browser/src/components/AI/AISidebarContext.tsx
@@ -0,0 +1,43 @@
+import React, { useContext, useState, createContext } from 'react';
+
+import type { AIMessageContext } from '../../chunks/AI/types';
+import { useLocalStorage } from '../../hooks/useLocalStorage';
+
+export const AISidebarContext = createContext<{
+  isOpen: boolean;
+  setIsOpen: React.Dispatch<React.SetStateAction<boolean>>;
+  contextItems: AIMessageContext[];
+  setContextItems: React.Dispatch<React.SetStateAction<AIMessageContext[]>>;
+}>({
+  isOpen: false,
+  setIsOpen: () => {},
+  contextItems: [],
+  setContextItems: () => {},
+});
+
+export const useAISidebar = () => {
+  return useContext(AISidebarContext);
+};
+export const AISidebarContextProvider: React.FC<React.PropsWithChildren> = ({
+  children,
+}) => {
+  const [isOpen, setIsOpen] = useLocalStorage('atomic.aiSidebar.open', false);
+  const [contextItems, setContextItems] = useState<AIMessageContext[]>([]);
+
+  return (
+    <AISidebarContext.Provider
+      value={{ isOpen, setIsOpen, contextItems, setContextItems }}
+    >
+      {children}
+    </AISidebarContext.Provider>
+  );
+};
+
+export const newContextItem = <T extends AIMessageContext>(
+  item: Omit<T, 'id'>,
+): T => {
+  return {
+    ...item,
+    id: crypto.randomUUID() as string,
+  } as T;
+};
diff --git a/browser/data-browser/src/components/AI/ChatLoadingIndicator.tsx b/browser/data-browser/src/components/AI/ChatLoadingIndicator.tsx
new file mode 100644
index 000000000..b19f40165
--- /dev/null
+++ b/browser/data-browser/src/components/AI/ChatLoadingIndicator.tsx
@@ -0,0 +1,20 @@
+import { styled } from 'styled-components';
+
+export const ChatLoadingIndicator = () => {
+  return (
+    <Wrapper>
+      <LoadingText>Loading AI</LoadingText>
+    </Wrapper>
+  );
+};
+
+const Wrapper = styled.div`
+  display: grid;
+  place-items: center;
+  height: 100%;
+  width: 100%;
+`;
+
+const LoadingText = styled.div`
+  font-size: 1.5rem;
+`;
diff --git a/browser/data-browser/src/components/AI/MCP/MCPServersManager.tsx b/browser/data-browser/src/components/AI/MCP/MCPServersManager.tsx
new file mode 100644
index 000000000..6aa14224b
--- /dev/null
+++ b/browser/data-browser/src/components/AI/MCP/MCPServersManager.tsx
@@ -0,0 +1,145 @@
+import { useState } from 'react';
+import { styled } from 'styled-components';
+import { FaPlus } from 'react-icons/fa6';
+import { Column, Row } from '../../Row';
+import { InputStyled, InputWrapper } from '../../forms/InputStyles';
+import { IconButton, IconButtonVariant } from '../../IconButton/IconButton';
+import type { MCPServer } from '../../../chunks/AI/types';
+import { BasicSelect } from '../../forms/BasicSelect';
+import { ServerItem } from './ServerItem';
+
+interface MCPServersManagerProps {
+  servers: MCPServer[];
+  setServers: (servers: MCPServer[]) => void;
+}
+
+export const MCPServersManager: React.FC<MCPServersManagerProps> = ({
+  servers,
+  setServers,
+}) => {
+  const [newServerName, setNewServerName] = useState('');
+  const [newServerUrl, setNewServerUrl] = useState('');
+  const [newServerTransport, setNewServerTransport] = useState<'http' | 'sse'>(
+    'http',
+  );
+
+  const addMcpServer = () => {
+    if (newServerName.trim() === '' || newServerUrl.trim() === '') {
+      return;
+    }
+
+    const newServer: MCPServer = {
+      name: newServerName.trim(),
+      url: newServerUrl.trim(),
+      id: crypto.randomUUID(),
+      transport: newServerTransport,
+    };
+
+    setServers([...servers, newServer]);
+    setNewServerName('');
+    setNewServerUrl('');
+    setNewServerTransport('http');
+  };
+
+  const onServerUpdated = (updated: MCPServer) => {
+    setServers(servers.map(s => (s.id === updated.id ? updated : s)));
+  };
+
+  const onRemoveServer = (id: string) => {
+    setServers(servers.filter(s => s.id !== id));
+  };
+
+  return (
+    <Column gap='1rem'>
+      <ServerList>
+        {servers.length === 0 ? (
+          <EmptyMessage>No MCP servers configured</EmptyMessage>
+        ) : (
+          servers.map(server => (
+            <ServerItem
+              key={server.id}
+              server={server}
+              onServerUpdated={onServerUpdated}
+              onRemove={() => onRemoveServer(server.id)}
+              disabled={false}
+            />
+          ))
+        )}
+      </ServerList>
+      <Column gap='0.5rem'>
+        <h4>Add Server</h4>
+        <Row gap='1rem' align='flex-end'>
+          <Column gap='0.5rem'>
+            <label htmlFor='server-name'>Server Name</label>
+            <InputWrapper>
+              <InputStyled
+                id='server-name'
+                type='text'
+                value={newServerName}
+                onChange={e => setNewServerName(e.target.value)}
+                placeholder='Enter server name'
+              />
+            </InputWrapper>
+          </Column>
+          <Column gap='0.5rem'>
+            <label htmlFor='server-url'>Server URL</label>
+            <InputWrapper>
+              <InputStyled
+                id='server-url'
+                type='text'
+                inputMode='url'
+                pattern='https?://.*'
+                value={newServerUrl}
+                onChange={e => setNewServerUrl(e.target.value)}
+                placeholder='Enter server URL'
+              />
+            </InputWrapper>
+          </Column>
+          <Column gap='0.5rem'>
+            <label htmlFor='server-transport'>Type</label>
+            <StyledSelect
+              id='server-transport'
+              value={newServerTransport}
+              onChange={e =>
+                setNewServerTransport(e.target.value as 'http' | 'sse')
+              }
+              title='Select transport type'
+            >
+              <option value='http'>HTTP</option>
+              <option value='sse'>SSE</option>
+            </StyledSelect>
+          </Column>
+          <IconButton
+            variant={IconButtonVariant.Fill}
+            onClick={addMcpServer}
+            disabled={!newServerName || !newServerUrl}
+            title='Add server'
+          >
+            <FaPlus />
+          </IconButton>
+        </Row>
+      </Column>
+    </Column>
+  );
+};
+
+const ServerList = styled.div`
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+  margin-bottom: 1rem;
+`;
+
+const EmptyMessage = styled.div`
+  padding: ${p => p.theme.size()};
+  text-align: center;
+  color: ${p => p.theme.colors.textLight};
+  font-style: italic;
+`;
+
+const StyledSelect = styled(BasicSelect)`
+  select {
+    min-width: 7ch;
+    margin-left: 0.5rem;
+  }
+`;
diff --git a/browser/data-browser/src/components/AI/MCP/ServerItem.tsx b/browser/data-browser/src/components/AI/MCP/ServerItem.tsx
new file mode 100644
index 000000000..ba9e8277b
--- /dev/null
+++ b/browser/data-browser/src/components/AI/MCP/ServerItem.tsx
@@ -0,0 +1,180 @@
+import React, { useEffect, useState } from 'react';
+import { styled } from 'styled-components';
+import { FaCheck, FaPencil, FaTrash, FaXmark } from 'react-icons/fa6';
+import { Row } from '../../Row';
+import { InputStyled, InputWrapper } from '../../forms/InputStyles';
+import { IconButton, IconButtonVariant } from '../../IconButton/IconButton';
+import { BasicSelect } from '../../forms/BasicSelect';
+import type { MCPServer } from '../../../chunks/AI/types';
+
+export interface ServerItemProps {
+  server: MCPServer;
+  onServerUpdated: (updated: MCPServer) => void;
+  onRemove: () => void;
+  disabled: boolean;
+}
+
+export const ServerItem: React.FC<ServerItemProps> = ({
+  server,
+  onServerUpdated,
+  onRemove,
+  disabled,
+}) => {
+  const [isEditing, setIsEditing] = useState(false);
+  const [editServer, setEditServer] = useState<MCPServer>(server);
+
+  // Keep local edit state in sync if server prop changes (e.g. after save)
+
+  const startEdit = () => {
+    setEditServer(server);
+    setIsEditing(true);
+  };
+
+  const cancelEdit = () => {
+    setEditServer(server);
+    setIsEditing(false);
+  };
+
+  const saveEdit = () => {
+    if (!editServer.name || !editServer.url || !editServer.transport) return;
+    onServerUpdated(editServer);
+    setIsEditing(false);
+  };
+
+  useEffect(() => {
+    setEditServer(server);
+  }, [server]);
+
+  return (
+    <ServerItemRoot>
+      {isEditing ? (
+        <ServerDetails
+          as='form'
+          onSubmit={e => {
+            e.preventDefault();
+            saveEdit();
+          }}
+        >
+          <InputWrapper>
+            <InputStyled
+              type='text'
+              value={editServer.name}
+              onChange={e =>
+                setEditServer(s => ({ ...s, name: e.target.value }))
+              }
+              placeholder='Server name'
+              required
+            />
+          </InputWrapper>
+          <InputWrapper>
+            <InputStyled
+              type='url'
+              value={editServer.url}
+              onChange={e =>
+                setEditServer(s => ({ ...s, url: e.target.value }))
+              }
+              placeholder='Server URL'
+              required
+            />
+          </InputWrapper>
+          <StyledSelect
+            value={editServer.transport}
+            onChange={e =>
+              setEditServer(s => ({
+                ...s,
+                transport: e.target.value as 'http' | 'sse',
+              }))
+            }
+            title='Select transport type'
+          >
+            <option value='http'>HTTP</option>
+            <option value='sse'>SSE</option>
+          </StyledSelect>
+          <Row gap='0.5rem'>
+            <IconButton
+              variant={IconButtonVariant.Fill}
+              color='main'
+              type='submit'
+              title='Save changes'
+              disabled={
+                !editServer.name || !editServer.url || !editServer.transport
+              }
+            >
+              <FaCheck />
+            </IconButton>
+            <IconButton
+              color='textLight'
+              onClick={cancelEdit}
+              title='Cancel edit'
+              type='button'
+            >
+              <FaXmark />
+            </IconButton>
+          </Row>
+        </ServerDetails>
+      ) : (
+        <ServerDetails>
+          <ServerName>{server.name}</ServerName>
+          <ServerUrl>{server.url}</ServerUrl>
+          <TransportType>Transport: {server.transport}</TransportType>
+        </ServerDetails>
+      )}
+      <Row gap='0.25rem'>
+        <IconButton
+          color='main'
+          onClick={startEdit}
+          title='Edit server'
+          disabled={disabled || isEditing}
+        >
+          <FaPencil />
+        </IconButton>
+        <IconButton
+          color='textLight'
+          onClick={onRemove}
+          title='Remove server'
+          disabled={disabled}
+        >
+          <FaTrash />
+        </IconButton>
+      </Row>
+    </ServerItemRoot>
+  );
+};
+
+const ServerItemRoot = styled.div`
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 0.75rem;
+  border-radius: 4px;
+  /* background-color: ${p => p.theme.colors.bg1}; */
+  border: 1px solid ${p => p.theme.colors.bg2};
+`;
+
+const ServerDetails = styled.div`
+  display: flex;
+  flex-direction: column;
+  gap: 0.25rem;
+  width: 100%;
+`;
+
+const ServerName = styled.div`
+  font-weight: bold;
+`;
+
+const ServerUrl = styled.div`
+  font-size: 0.9em;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const TransportType = styled.div`
+  font-size: 0.8em;
+  color: ${p => p.theme.colors.textLight || '#888'};
+`;
+
+const StyledSelect = styled(BasicSelect)`
+  select {
+    min-width: 7ch;
+    margin-left: 0.5rem;
+  }
+`;
diff --git a/browser/data-browser/src/components/AI/MCP/useMcpServers.tsx b/browser/data-browser/src/components/AI/MCP/useMcpServers.tsx
new file mode 100644
index 000000000..579a9ebe7
--- /dev/null
+++ b/browser/data-browser/src/components/AI/MCP/useMcpServers.tsx
@@ -0,0 +1,163 @@
+import React, { createContext, useContext, useEffect, useState } from 'react';
+import { Client } from '@modelcontextprotocol/sdk/client/index.js';
+import { SSEClientTransport } from '@modelcontextprotocol/sdk/client/sse.js';
+import { QuickScore } from 'quick-score';
+import type { MCPServer } from '../../../chunks/AI/types';
+import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamableHttp.js';
+import { useAISettings } from '../AISettingsContext';
+
+export type MCPResourceMeta = {
+  name: string;
+  uri: string;
+  description?: string;
+  mimeType?: string;
+};
+
+export type SearchResourcesOfServer = (
+  serverId: string,
+  query: string,
+  limit?: number,
+) => Promise<MCPResourceMeta[]>;
+
+export type ReadMCPResource = (
+  serverId: string,
+  uri: string,
+) => Promise<{ contents: unknown; mimeType?: string }>;
+
+type McpServersContextType = {
+  clients: Record<string, Client>;
+  serversWithResources: string[];
+  searchResourcesOfServer: SearchResourcesOfServer;
+  readMCPResource: ReadMCPResource;
+};
+
+const McpServersContext = createContext<McpServersContextType | undefined>(
+  undefined,
+);
+
+const createTransport = (server: MCPServer) => {
+  if (server.transport === 'sse') {
+    return new SSEClientTransport(new URL(server.url), {});
+  }
+
+  if (server.transport === 'http') {
+    return new StreamableHTTPClientTransport(new URL(server.url));
+  }
+
+  throw new Error(`Unknown transport: ${server.transport}`);
+};
+
+const connectToServer = async (server: MCPServer) => {
+  const transport = createTransport(server);
+  const client = new Client({
+    name: server.name,
+    version: '1.0.0',
+  });
+
+  try {
+    await client.connect(transport);
+  } catch (error) {
+    client.close();
+    throw error;
+  }
+
+  return { client, id: server.id };
+};
+
+export const McpServersProvider: React.FC<React.PropsWithChildren> = ({
+  children,
+}) => {
+  const { mcpServers } = useAISettings();
+  const [clients, setClients] = useState<Record<string, Client>>({});
+  const [serversWithResources, setServersWithResources] = useState<string[]>(
+    [],
+  );
+
+  useEffect(() => {
+    for (const server of mcpServers) {
+      connectToServer(server)
+        .then(({ id, client }) => {
+          setClients(prev => ({ ...prev, [id]: client }));
+
+          if (client.getServerCapabilities()?.resources) {
+            setServersWithResources(prev => Array.from(new Set([...prev, id])));
+          }
+        })
+        .catch(error => {
+          console.error(error);
+        });
+    }
+
+    return () => {
+      Object.values(clients).forEach(client => client.close());
+    };
+  }, [mcpServers]);
+
+  const searchResourcesOfServer: SearchResourcesOfServer = async (
+    serverId,
+    query,
+    limit,
+  ) => {
+    if (!serversWithResources.includes(serverId)) {
+      throw new Error(`Server ${serverId} does not support resources`);
+    }
+
+    const client = clients[serverId];
+
+    if (!client) {
+      throw new Error(`Client for ${serverId} not found`);
+    }
+
+    const { resources } = await client.listResources();
+    const quickscore = new QuickScore(resources, {
+      keys: ['name'],
+      minimumScore: 0.8,
+    });
+    const results = quickscore.search(query);
+
+    return results
+      .map(r => ({
+        name: r.item.name,
+        uri: r.item.uri,
+        description: r.item.description,
+      }))
+      .slice(0, limit ?? results.length);
+  };
+
+  const readMCPResource: ReadMCPResource = async (serverId, uri) => {
+    const client = clients[serverId];
+
+    if (!client) {
+      throw new Error(`Client for ${serverId} not found`);
+    }
+
+    const result = await client.readResource({ uri });
+
+    return {
+      contents: result.contents,
+      mimeType:
+        typeof result.mimeType === 'string' ? result.mimeType : undefined,
+    };
+  };
+
+  return (
+    <McpServersContext.Provider
+      value={{
+        serversWithResources,
+        searchResourcesOfServer,
+        clients,
+        readMCPResource,
+      }}
+    >
+      {children}
+    </McpServersContext.Provider>
+  );
+};
+
+export const useMcpServers = () => {
+  const ctx = useContext(McpServersContext);
+  if (!ctx)
+    throw new Error('useMcpServers must be used within a McpServersProvider');
+
+  return ctx;
+};
diff --git a/browser/data-browser/src/components/AI/OpenRouterLoginButton.tsx b/browser/data-browser/src/components/AI/OpenRouterLoginButton.tsx
new file mode 100644
index 000000000..8d8bd4bf9
--- /dev/null
+++ b/browser/data-browser/src/components/AI/OpenRouterLoginButton.tsx
@@ -0,0 +1,56 @@
+import { useEffect, useState } from 'react';
+import { ButtonLink } from '../ButtonLink';
+import { paths } from '../../routes/paths';
+
+const TEXT = 'Login with OpenRouter';
+const AUTH_ENDPOINT = 'https://openrouter.ai/auth';
+
+async function createSHA256CodeChallenge(input: string): Promise<string> {
+  const encoder = new TextEncoder();
+  const data = encoder.encode(input);
+  const hashBuffer = await crypto.subtle.digest('SHA-256', data);
+
+  // Convert ArrayBuffer to base64url string
+  const byteArray = new Uint8Array(hashBuffer);
+  const base64String = btoa(String.fromCharCode(...byteArray));
+
+  // Convert base64 to base64url
+  return base64String
+    .replace(/\+/g, '-')
+    .replace(/\//g, '_')
+    .replace(/=+$/, '');
+}
+
+const buildUrl = (challenge: string) => {
+  const url = new URL(AUTH_ENDPOINT);
+
+  url.searchParams.set(
+    'callback_url',
+    `${location.origin}${paths.linkOpenRouter}`,
+  );
+  url.searchParams.set('code_challenge', challenge);
+  url.searchParams.set('code_challenge_method', 'S256');
+
+  return url.toString();
+};
+
+export const OpenRouterLoginButton = () => {
+  const [challenge, setChallenge] = useState<string | null>(null);
+
+  useEffect(() => {
+    const randomString = crypto.randomUUID();
+    createSHA256CodeChallenge(randomString).then(generatedChallenge => {
+      setChallenge(generatedChallenge);
+      sessionStorage.setItem(
+        'atomic.ai.openrouter-code-verifier',
+        randomString,
+      );
+    });
+  }, []);
+
+  if (!challenge) {
+    return <ButtonLink href='#'>{TEXT}</ButtonLink>;
+  }
+
+  return <ButtonLink href={buildUrl(challenge)}>{TEXT}</ButtonLink>;
+};
diff --git a/browser/data-browser/src/components/AI/aiContstants.ts b/browser/data-browser/src/components/AI/aiContstants.ts
new file mode 100644
index 000000000..b2a8738d2
--- /dev/null
+++ b/browser/data-browser/src/components/AI/aiContstants.ts
@@ -0,0 +1,6 @@
+export const DEFAULT_AICHAT_NAME = 'New Chat';
+
+export enum AIProvider {
+  OpenRouter = 'openrouter',
+  Ollama = 'ollama',
+}
diff --git a/browser/data-browser/src/components/AI/useIsOllamaUrlValid.ts b/browser/data-browser/src/components/AI/useIsOllamaUrlValid.ts
new file mode 100644
index 000000000..84fad3954
--- /dev/null
+++ b/browser/data-browser/src/components/AI/useIsOllamaUrlValid.ts
@@ -0,0 +1,36 @@
+import { effectFetch } from '@helpers/effectFetch';
+import { useDeferredValue, useEffect, useState } from 'react';
+
+const MODEL_API_ROUTE = '/api/tags';
+
+export const useIsOllamaUrlValid = (
+  enabled: boolean,
+  url: string | undefined,
+) => {
+  const deferredUrl = useDeferredValue(url);
+  const [isValid, setIsValid] = useState(false);
+
+  useEffect(() => {
+    if (!enabled || !deferredUrl) {
+      return;
+    }
+
+    const modelAPIURL = `${deferredUrl}${MODEL_API_ROUTE}`;
+
+    return effectFetch(modelAPIURL, {
+      method: 'GET',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+    })(
+      _data => {
+        setIsValid(true);
+      },
+      _e => {
+        setIsValid(false);
+      },
+    );
+  }, [deferredUrl, enabled]);
+
+  return url !== undefined ? isValid : false;
+};
diff --git a/browser/data-browser/src/components/ClassSelectorDialog.tsx b/browser/data-browser/src/components/ClassSelectorDialog.tsx
index 4f04c6e18..2de28b352 100644
--- a/browser/data-browser/src/components/ClassSelectorDialog.tsx
+++ b/browser/data-browser/src/components/ClassSelectorDialog.tsx
@@ -84,7 +84,7 @@ const OntologySection = ({ subject, onClassSelect }: OntologySectionProps) => {
   const resource = useResource<Core.Ontology>(subject);
 
   return (
-    <OutlinedSection title={resource.title}>
+    <OutlinedSection extraPadding title={resource.title}>
       <Row wrapItems>
         {resource.props.classes?.map(s => (
           <ClassButton key={s} subject={s} onClassSelect={onClassSelect} />
diff --git a/browser/data-browser/src/components/ComboBox.tsx b/browser/data-browser/src/components/ComboBox.tsx
new file mode 100644
index 000000000..1bf6f0b23
--- /dev/null
+++ b/browser/data-browser/src/components/ComboBox.tsx
@@ -0,0 +1,244 @@
+import {
+  useCallback,
+  useEffect,
+  useId,
+  useMemo,
+  useRef,
+  useState,
+} from 'react';
+import { InputStyled, InputWrapper } from './forms/InputStyles';
+import { IconButton } from './IconButton/IconButton';
+import { FaChevronDown } from 'react-icons/fa6';
+import { useCombobox } from 'downshift';
+import { Column } from './Row';
+import styled from 'styled-components';
+import { QuickScore } from 'quick-score';
+
+const supportsAnchorPositioning =
+  'anchorName' in document.documentElement.style;
+
+export type ComboBoxOption = {
+  label: string;
+  searchLabel: string;
+  description?: string;
+  value: string;
+};
+
+type ComboBoxProps = {
+  options: ComboBoxOption[];
+  selectedItem: string | undefined;
+  onSelect: (value: string | undefined) => void;
+};
+
+export const ComboBox: React.FC<ComboBoxProps> = ({
+  options,
+  selectedItem,
+  onSelect,
+}) => {
+  // Use Combobox does not work with the compiler.
+  'use no memo';
+  const id = useId();
+  const anchorName = `--combo-box-${id.trim().replaceAll(':', '-')}`;
+  const menuRef = useRef<HTMLUListElement>(null);
+  const inputWrapperRef = useRef<HTMLDivElement>(null);
+  const [menuAboveInput, setMenuAboveInput] = useState(false);
+
+  const [items, setItems] = useState(options);
+
+  const quickScore = useMemo(() => {
+    return new QuickScore(options, ['label']);
+  }, [options]);
+
+  const {
+    isOpen,
+    getInputProps,
+    getToggleButtonProps,
+    getMenuProps,
+    getItemProps,
+    highlightedIndex,
+    setHighlightedIndex,
+  } = useCombobox({
+    items,
+    onInputValueChange: ({ inputValue }) => {
+      setHighlightedIndex(0);
+
+      if (inputValue === '') {
+        setItems(options);
+      }
+
+      setItems(quickScore.search(inputValue).map(r => r.item));
+    },
+    itemToString: item => item?.label ?? '',
+    initialSelectedItem: options.find(option => option.value === selectedItem),
+    onSelectedItemChange: ({ selectedItem: item }) => {
+      onSelect(item?.value);
+    },
+  });
+
+  useEffect(() => {
+    setItems(options);
+  }, [options]);
+
+  const { ref: downShiftMenuRef, ...menuRest } = getMenuProps();
+
+  const setMenuRef = useCallback((node: HTMLUListElement) => {
+    // @ts-expect-error - downshift types are not correct, it's a callback ref, not a ref object
+    downShiftMenuRef(node);
+    menuRef.current = node;
+  }, []);
+
+  const checkMenuPosition = useCallback(() => {
+    if (!inputWrapperRef.current || !menuRef.current) return;
+    // NOTE: For some reason firefox does not measure the position correctly, could be due to the polyfill, not fixing this now.
+    const inputWrapperPosition =
+      inputWrapperRef.current.getBoundingClientRect();
+    const menuPosition = menuRef.current.getBoundingClientRect();
+    setMenuAboveInput(menuPosition.top < inputWrapperPosition.top);
+  }, []);
+
+  useEffect(() => {
+    if (!menuRef || !menuRef.current) return;
+
+    if (isOpen) {
+      menuRef.current.showPopover();
+    } else {
+      menuRef.current.hidePopover();
+    }
+
+    if (supportsAnchorPositioning)
+      requestAnimationFrame(() => {
+        checkMenuPosition();
+      });
+    else checkMenuPosition();
+  }, [isOpen]);
+
+  useEffect(() => {
+    requestAnimationFrame(() => {
+      checkMenuPosition();
+    });
+  }, [items]);
+
+  useEffect(() => {
+    if (!menuRef.current || !inputWrapperRef.current) return;
+
+    if (!supportsAnchorPositioning) {
+      import('@oddbird/css-anchor-positioning/fn').then(module => {
+        module.default();
+      });
+    }
+  }, [menuRef, inputWrapperRef]);
+
+  return (
+    <Wrapper>
+      <StyledInputWrapper
+        anchorName={anchorName}
+        ref={inputWrapperRef}
+        className={menuAboveInput ? 'menu-above-input' : ''}
+      >
+        <InputStyled {...getInputProps()} />
+        <IconButton {...getToggleButtonProps()}>
+          <FaChevronDown />
+        </IconButton>
+      </StyledInputWrapper>
+      <List
+        $open={isOpen}
+        anchorName={anchorName}
+        {...menuRest}
+        ref={setMenuRef}
+        popover='manual'
+        className={menuAboveInput ? 'menu-above-input' : ''}
+      >
+        {isOpen && (
+          <>
+            {items.map((item, index) => (
+              <ListItem
+                key={item.value}
+                data-selected={index === highlightedIndex}
+                {...getItemProps({ item, index })}
+              >
+                <Column gap='0.2rem'>
+                  <span>{item.label}</span>
+                  {item.description && (
+                    <Description>{item.description}</Description>
+                  )}
+                </Column>
+              </ListItem>
+            ))}
+            {items.length === 0 && (
+              <ListItem>
+                <Description>No results</Description>
+              </ListItem>
+            )}
+          </>
+        )}
+      </List>
+    </Wrapper>
+  );
+};
+
+const Wrapper = styled.div`
+  position: relative;
+
+  &:has(li) {
+    ${InputWrapper} {
+      box-shadow: ${p => p.theme.boxShadowSoft};
+      border-radius: ${p => p.theme.radius} ${p => p.theme.radius} 0 0;
+      border-bottom: none;
+
+      &.menu-above-input {
+        border-radius: 0 0 ${p => p.theme.radius} ${p => p.theme.radius};
+        border-bottom: solid 1px ${p => p.theme.colors.main};
+        border-top: none;
+      }
+    }
+  }
+`;
+
+const ListItem = styled.li`
+  list-style: none;
+  margin: 0;
+  padding: ${p => p.theme.size(1)} ${p => p.theme.size(2)};
+  font-size: 0.9rem;
+  &[data-selected='true'] {
+    background-color: ${p => p.theme.colors.mainSelectedBg};
+    color: ${p => p.theme.colors.mainSelectedFg};
+  }
+`;
+
+const Description = styled.span`
+  font-size: 0.8rem;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const List = styled.ul<{ $open: boolean; anchorName: string }>`
+  max-height: ${p => p.theme.size(15)};
+  overflow: auto;
+  margin: 0;
+  box-shadow: ${p => p.theme.boxShadowSoft};
+  border-radius: 0 0 ${p => p.theme.radius} ${p => p.theme.radius};
+
+  position-anchor: ${p => p.anchorName};
+  top: anchor(bottom);
+  left: anchor(left);
+  right: anchor(right);
+  bottom: unset;
+  width: stretch;
+  width: -webkit-fill-available;
+  width: -moz-available;
+  background-color: ${p => p.theme.colors.bg};
+  scrollbar-color: ${p => p.theme.colors.bg2} transparent;
+  border: solid 1px ${p => p.theme.colors.main};
+  border-top: none;
+  position-try: flip-block;
+
+  &.menu-above-input {
+    border-radius: ${p => p.theme.radius} ${p => p.theme.radius} 0 0;
+    border-bottom: none;
+    border-top: solid 1px ${p => p.theme.colors.main};
+    box-shadow: none;
+  }
+`;
+
+const StyledInputWrapper = styled(InputWrapper)<{ anchorName: string }>`
+  anchor-name: ${p => p.anchorName};
+`;
diff --git a/browser/data-browser/src/components/Dialog/index.tsx b/browser/data-browser/src/components/Dialog/index.tsx
index 44bf38dd2..816275c51 100644
--- a/browser/data-browser/src/components/Dialog/index.tsx
+++ b/browser/data-browser/src/components/Dialog/index.tsx
@@ -4,7 +4,6 @@ import { useHotkeys } from 'react-hotkeys-hook';
 import { FaTimes } from 'react-icons/fa';
 import { styled, keyframes } from 'styled-components';
 import * as CSS from 'csstype';
-import { effectTimeout } from '../../helpers/effectTimeout';
 import { Button } from '../Button';
 import { DropdownContainer } from '../Dropdown/DropdownContainer';
 import { PopoverContainer } from '../Popover';
@@ -18,6 +17,7 @@ import { useControlLock } from '../../hooks/useControlLock';
 import { useDialogGlobalContext } from './DialogGlobalContextProvider';
 import { DIALOG_CONTENT_CONTAINER } from '../../helpers/containers';
 import { CurrentBackgroundColor } from '../../globalCssVars';
+import { timeoutEffect } from '@helpers/timeoutEffect';
 
 export interface InternalDialogProps {
   show: boolean;
@@ -145,7 +145,7 @@ const InnerDialog: React.FC<React.PropsWithChildren<InternalDialogProps>> = ({
 
     if (dialogRef.current.hasAttribute('data-closing')) {
       // TODO: Use getAnimations() api to wait for the animations to complete instead of a timeout.
-      return effectTimeout(() => {
+      return timeoutEffect(() => {
         // @ts-ignore
         dialogRef.current.close();
         dialogRef.current?.removeAttribute('data-closing');
diff --git a/browser/data-browser/src/components/Dropdown/index.tsx b/browser/data-browser/src/components/Dropdown/index.tsx
index 2b50719fe..864f8a8b1 100644
--- a/browser/data-browser/src/components/Dropdown/index.tsx
+++ b/browser/data-browser/src/components/Dropdown/index.tsx
@@ -22,6 +22,7 @@ import { createPortal } from 'react-dom';
 import { DropdownPortalContext } from './dropdownContext';
 import { loopingIndex } from '../../helpers/loopingIndex';
 import { useControlLock } from '../../hooks/useControlLock';
+import { useDialogTreeInfo } from '../Dialog/dialogContext';
 
 export const DIVIDER = 'divider' as const;
 
@@ -118,6 +119,7 @@ export function DropdownMenu({
   const triggerRef = useRef<HTMLButtonElement>(null);
 
   const [isActive, _setIsActive] = useState(false);
+  const { inDialog } = useDialogTreeInfo();
 
   useControlLock(isActive);
 
@@ -161,22 +163,53 @@ export function DropdownMenu({
 
       const triggerRect = triggerRef.current.getBoundingClientRect();
       const menuRect = dropdownRef.current.getBoundingClientRect();
-      const topPos = triggerRect.y - menuRect.height;
 
-      // If the top is outside of the screen, render it below
-      if (topPos < 0) {
-        dropdownRef.current.style.top = `${triggerRect.y + triggerRect.height / 2}px`;
+      // Check if we're inside a dialog
+      const dialog = dropdownRef.current.closest('dialog');
+
+      // TODO: Use CSS anchor positioning instead.
+      if (dialog) {
+        // For dialogs, use absolute positioning relative to the dialog
+        const dialogRect = dialog.getBoundingClientRect();
+        const relativeTop = triggerRect.y - dialogRect.y;
+        const relativeLeft = triggerRect.x - dialogRect.x;
+
+        const topPos = relativeTop - menuRect.height;
+
+        // If the top is outside of the dialog, render it below
+        if (topPos < 0) {
+          dropdownRef.current.style.top = `${relativeTop + triggerRect.height}px`;
+        } else {
+          dropdownRef.current.style.top = `${topPos}px`;
+        }
+
+        const leftPos = relativeLeft - menuRect.width;
+
+        // If the left is outside of the dialog, render it to the right
+        if (leftPos < 0) {
+          dropdownRef.current.style.left = `${relativeLeft}px`;
+        } else {
+          dropdownRef.current.style.left = `${relativeLeft - menuRect.width + triggerRect.width}px`;
+        }
       } else {
-        dropdownRef.current.style.top = `${topPos + triggerRect.height / 2}px`;
-      }
-
-      const leftPos = triggerRect.x - menuRect.width;
-
-      // If the left is outside of the screen, render it to the right
-      if (leftPos < 0) {
-        dropdownRef.current.style.left = `${triggerRect.x}px`;
-      } else {
-        dropdownRef.current.style.left = `${triggerRect.x - menuRect.width + triggerRect.width}px`;
+        // Original logic for non-dialog contexts
+        const topPos = triggerRect.y - menuRect.height;
+
+        // If the top is outside of the screen, render it below
+        if (topPos < 0) {
+          dropdownRef.current.style.top = `${triggerRect.y + triggerRect.height / 2}px`;
+        } else {
+          dropdownRef.current.style.top = `${topPos + triggerRect.height / 2}px`;
+        }
+
+        const leftPos = triggerRect.x - menuRect.width;
+
+        // If the left is outside of the screen, render it to the right
+        if (leftPos < 0) {
+          dropdownRef.current.style.left = `${triggerRect.x}px`;
+        } else {
+          dropdownRef.current.style.left = `${triggerRect.x - menuRect.width + triggerRect.width}px`;
+        }
       }
 
       dropdownRef.current.style.visibility = 'visible';
@@ -278,6 +311,7 @@ export function DropdownMenu({
           <Menu
             ref={dropdownRef}
             isActive={isActive}
+            position={inDialog ? 'absolute' : 'fixed'}
             id={menuId}
             onMouseOver={handleMouseOverMenu}
             onBlur={handleBlur}
@@ -327,10 +361,6 @@ const DropdownPortal = ({ children }: PropsWithChildren) => {
   return createPortal(children, portalRef.current);
 };
 
-interface MenuProps {
-  isActive: boolean;
-}
-
 export interface MenuItemSidebarProps extends MenuItemMinimial {
   handleClickItem?: () => unknown;
 }
@@ -437,7 +467,10 @@ const ItemDivider = styled.div`
   border-bottom: 1px solid ${p => p.theme.colors.bg2};
 `;
 
-const Menu = styled.div<MenuProps>`
+const Menu = styled.div<{
+  isActive: boolean;
+  position?: 'fixed' | 'absolute';
+}>`
   visibility: hidden;
   font-size: 0.9rem;
   overflow: auto;
@@ -448,7 +481,7 @@ const Menu = styled.div<MenuProps>`
   padding-top: 0.4rem;
   padding-bottom: 0.4rem;
   border-radius: 8px;
-  position: fixed;
+  position: ${p => p.position || 'fixed'};
   z-index: ${p => p.theme.zIndex.dropdown};
   width: auto;
   box-shadow: ${p => p.theme.boxShadowSoft};
diff --git a/browser/data-browser/src/components/ErrorLook.tsx b/browser/data-browser/src/components/ErrorLook.tsx
index cd0025e3f..2ae5da6e5 100644
--- a/browser/data-browser/src/components/ErrorLook.tsx
+++ b/browser/data-browser/src/components/ErrorLook.tsx
@@ -4,6 +4,7 @@ import { styled, css } from 'styled-components';
 import { FaExclamationTriangle } from 'react-icons/fa';
 
 import type { JSX } from 'react';
+import { getMessageForErrorType } from '@tomic/react';
 
 export const errorLookStyle = css`
   color: ${props => props.theme.colors.alert};
@@ -25,7 +26,7 @@ export function ErrorBlock({ error, showTrace }: ErrorBlockProps): JSX.Element {
     <ErrorLookBig>
       <BiggerText>
         <FaExclamationTriangle />
-        Something went wrong
+        {getMessageForErrorType(error)}
       </BiggerText>
       <Pre>
         <code>{error.message}</code>
diff --git a/browser/data-browser/src/components/IconButton/IconButton.tsx b/browser/data-browser/src/components/IconButton/IconButton.tsx
index bd88be63f..55234857c 100644
--- a/browser/data-browser/src/components/IconButton/IconButton.tsx
+++ b/browser/data-browser/src/components/IconButton/IconButton.tsx
@@ -3,8 +3,9 @@ import {
   ButtonHTMLAttributes,
   AnchorHTMLAttributes,
 } from 'react';
-import { styled, DefaultTheme } from 'styled-components';
+import { styled, DefaultTheme, keyframes } from 'styled-components';
 import { transition } from '../../helpers/transition';
+import { adjustHue } from 'polished';
 
 export enum IconButtonVariant {
   Simple,
@@ -12,6 +13,7 @@ export enum IconButtonVariant {
   Fill,
   Colored,
   Square,
+  Magic,
 }
 
 type ColorProp = keyof DefaultTheme['colors'] | 'inherit';
@@ -191,10 +193,88 @@ const ColoredIconButton = styled(IconButtonBase)<ButtonStyleProps>`
   }
 `;
 
+const cycle = keyframes`
+  from {
+    filter: hue-rotate(0deg) brightness(var(--brightness-factor)) saturate(1.5);
+  }
+  to {
+    filter: hue-rotate(360deg) brightness(var(--brightness-factor)) saturate(2);
+  }
+`;
+
+const MagicIconButton = styled(IconButtonBase)<ButtonStyleProps>`
+  --border-width: 2px;
+  --brightness-factor: ${p => (p.theme.darkMode ? 1 : 1.5)};
+  --bg-opacity: ${p => (p.theme.darkMode ? 0.5 : 0.8)};
+  background: transparent;
+  position: relative;
+  color: inherit;
+  aspect-ratio: 1/1;
+  ${transition('color', 'background')}
+
+  &::before,
+  &::after {
+    aspect-ratio: 1/1;
+    content: '';
+    position: absolute;
+    transform: scale(0);
+    ${transition('opacity', 'transform')}
+  }
+
+  &::before {
+    border-radius: ${p => p.theme.radius};
+    inset: 0;
+    opacity: 0;
+    z-index: -2;
+    will-change: filter;
+    background: radial-gradient(ellipse at top right, #365ccd, transparent),
+      radial-gradient(
+        ellipse at bottom left,
+        ${adjustHue(-45, '#365ccd')},
+        transparent
+      ),
+      radial-gradient(
+        ellipse at bottom right,
+        ${adjustHue(180, '#365ccd')},
+        transparent
+      );
+  }
+  &::after {
+    content: '';
+    aspect-ratio: 1/1;
+    backdrop-filter: blur(9px);
+    position: absolute;
+    inset: var(--border-width);
+    opacity: var(--bg-opacity);
+    will-change: transform;
+    border-radius: calc(${p => p.theme.radius} - var(--border-width));
+    background: ${p => p.theme.colors.bg};
+    z-index: -1;
+  }
+
+  &:hover,
+  &:focus-visible {
+    color: ${p => p.theme.colors.text};
+    &::before,
+    &::after {
+      transform: scale(1);
+    }
+    &::before {
+      opacity: 1;
+      animation: ${cycle} 3s linear infinite;
+    }
+  }
+
+  &:active {
+    filter: brightness(0.8);
+  }
+`;
+
 const ComponentMap = new Map([
   [IconButtonVariant.Simple, SimpleIconButton],
   [IconButtonVariant.Outline, OutlineIconButton],
   [IconButtonVariant.Fill, FillIconButton],
   [IconButtonVariant.Colored, ColoredIconButton],
   [IconButtonVariant.Square, SquareIconButton],
+  [IconButtonVariant.Magic, MagicIconButton],
 ]);
diff --git a/browser/data-browser/src/components/Navigation.tsx b/browser/data-browser/src/components/Navigation.tsx
index e91cbfc57..19997fc06 100644
--- a/browser/data-browser/src/components/Navigation.tsx
+++ b/browser/data-browser/src/components/Navigation.tsx
@@ -14,6 +14,8 @@ import { useBackForward } from '../hooks/useNavigateWithTransition';
 import { NAVBAR_TRANSITION_TAG } from '../helpers/transitionName';
 import { SearchbarFakeInput } from './Searchbar/SearchbarInput';
 import { CalculatedPageHeight } from '../globalCssVars';
+import { AISidebarContextProvider } from './AI/AISidebarContext';
+import { AISidebarContainer } from './AI/AISidebarContainer';
 
 export const NAVBAR_HEIGHT = '2.5rem';
 
@@ -36,6 +38,8 @@ const getPosition = (
   return NavBarPosition.Bottom;
 };
 
+const AISidebarMemo = React.memo(AISidebarContainer);
+
 /** Wraps the entire app and adds a navbar at the bottom or the top */
 export function NavWrapper({ children }: NavWrapperProps): JSX.Element {
   const { navbarTop, navbarFloating } = useSettings();
@@ -44,7 +48,7 @@ export function NavWrapper({ children }: NavWrapperProps): JSX.Element {
   const navbarPosition = getPosition(navbarTop, navbarFloating);
 
   return (
-    <>
+    <AISidebarContextProvider>
       {navbarTop && <NavBar />}
       <SideBarWrapper navbarPosition={navbarPosition}>
         <SideBar />
@@ -55,9 +59,10 @@ export function NavWrapper({ children }: NavWrapperProps): JSX.Element {
         >
           {children}
         </Content>
+        <AISidebarMemo />
       </SideBarWrapper>
       {!navbarTop && <NavBar />}
-    </>
+    </AISidebarContextProvider>
   );
 }
 
diff --git a/browser/data-browser/src/components/OutlinedSection.tsx b/browser/data-browser/src/components/OutlinedSection.tsx
index f1b61936d..db61a8f10 100644
--- a/browser/data-browser/src/components/OutlinedSection.tsx
+++ b/browser/data-browser/src/components/OutlinedSection.tsx
@@ -2,46 +2,64 @@ import { PropsWithChildren, type JSX } from 'react';
 import { Row } from './Row';
 import { styled } from 'styled-components';
 import { CurrentBackgroundColor } from '../globalCssVars';
+import clsx from 'clsx';
 
 interface OutlinedSectionProps {
   title: string;
+  extraPadding?: boolean;
+  className?: string;
 }
 
 export function OutlinedSection({
   title,
+  extraPadding,
+  className,
   children,
 }: PropsWithChildren<OutlinedSectionProps>): JSX.Element {
+  const classes = clsx({
+    [className ?? '']: className,
+    'extra-padding': extraPadding,
+  });
+
   return (
-    <SectionWrapper>
+    <SectionWrapper className={classes}>
       <Heading>{title}</Heading>
       <Row wrapItems>{children}</Row>
     </SectionWrapper>
   );
 }
 
-const SectionWrapper = styled.div`
-  display: flex;
-  flex-direction: column;
-  gap: ${p => p.theme.size()};
-  border: 1px solid ${p => p.theme.colors.bg2};
-  border-radius: ${p => p.theme.radius};
-  padding: ${p => p.theme.size(6)};
-  position: relative;
-  margin-block-start: 0.5rem;
-`;
-
 const Heading = styled.h2`
   display: flex;
   align-items: center;
   font-size: 1rem;
   gap: 1ch;
   width: fit-content;
-  padding-inline: ${p => p.theme.size()};
   color: ${p => p.theme.colors.textLight};
   font-weight: normal;
-  margin: 0;
+  padding-inline: ${p => p.theme.size(2)};
+  margin-inline-start: ${p => p.theme.size(2)};
   background-color: ${CurrentBackgroundColor.var()};
   position: absolute;
   top: -0.5rem;
-  left: ${p => p.theme.size()};
+  left: 0;
+`;
+
+const SectionWrapper = styled.div`
+  border: 1px solid ${p => p.theme.colors.bg2};
+  border-radius: ${p => p.theme.radius};
+  padding: ${p => p.theme.size()};
+  position: relative;
+  // Because the heading sticks out of the section we need some extra margin to make it look visually consistent.
+  margin-block-start: 0.5rem;
+
+  &.extra-padding {
+    padding: ${p => p.theme.size(6)};
+
+    ${Heading} {
+      margin: 0;
+      padding-inline: ${p => p.theme.size()};
+      left: ${p => p.theme.size()};
+    }
+  }
 `;
diff --git a/browser/data-browser/src/components/Parent.tsx b/browser/data-browser/src/components/Parent.tsx
index 023283062..a44b5bc27 100644
--- a/browser/data-browser/src/components/Parent.tsx
+++ b/browser/data-browser/src/components/Parent.tsx
@@ -15,8 +15,12 @@ import { Button } from './Button';
 import { BREADCRUMB_BAR_TRANSITION_TAG } from '../helpers/transitionName';
 import { ResourceContextMenu } from './ResourceContextMenu';
 import { MenuBarDropdownTrigger } from './ResourceContextMenu/MenuBarDropdownTrigger';
+import { IconButton, IconButtonVariant } from './IconButton/IconButton';
 
 import type { JSX } from 'react';
+import { useAISidebar } from './AI/AISidebarContext';
+import { AIIcon } from './AI/AIIcon';
+import { useAISettings } from './AI/AISettingsContext';
 
 type ParentProps = {
   resource: Resource;
@@ -25,6 +29,8 @@ type ParentProps = {
 /** Breadcrumb list. Recursively renders parents. */
 function Parent({ resource }: ParentProps): JSX.Element {
   const [parent] = useString(resource, core.properties.parent);
+  const { enableAI } = useAISettings();
+  const { setIsOpen } = useAISidebar();
 
   return (
     <ParentWrapper aria-label='Breadcrumbs'>
@@ -37,6 +43,15 @@ function Parent({ resource }: ParentProps): JSX.Element {
         <BreadCrumbCurrent>{resource.title}</BreadCrumbCurrent>
         <Spacer />
         <ButtonArea>
+          {enableAI && (
+            <IconButton
+              title='Toggle AI panel'
+              variant={IconButtonVariant.Magic}
+              onClick={() => setIsOpen(prev => !prev)}
+            >
+              <AIIcon />
+            </IconButton>
+          )}
           <ResourceContextMenu
             isMainMenu
             subject={resource.subject}
@@ -168,6 +183,7 @@ const Spacer = styled.span`
 `;
 
 const ButtonArea = styled.div`
+  display: flex;
   justify-self: flex-end;
   color: ${p => p.theme.colors.textLight};
 `;
diff --git a/browser/data-browser/src/components/ResourceContextMenu/index.tsx b/browser/data-browser/src/components/ResourceContextMenu/index.tsx
index 00e1f8ea6..0254b216b 100644
--- a/browser/data-browser/src/components/ResourceContextMenu/index.tsx
+++ b/browser/data-browser/src/components/ResourceContextMenu/index.tsx
@@ -25,6 +25,7 @@ import {
   FaTrash,
   FaPlus,
   FaArrowUpRightFromSquare,
+  FaMessage,
 } from 'react-icons/fa6';
 import { useQueryScopeHandler } from '../../hooks/useQueryScope';
 import {
@@ -38,6 +39,8 @@ import { ResourceCodeUsageDialog } from '../../views/CodeUsage/ResourceCodeUsage
 import { useNewRoute } from '../../helpers/useNewRoute';
 import { addIf } from '../../helpers/addIf';
 import { useNavigateWithTransition } from '../../hooks/useNavigateWithTransition';
+import { newContextItem, useAISidebar } from '../AI/AISidebarContext';
+import { type AIAtomicResourceMessageContext } from '@chunks/AI/types';
 
 export const ContextMenuOptions = {
   View: 'view',
@@ -52,6 +55,7 @@ export const ContextMenuOptions = {
   NewChild: 'newChild',
   Export: 'export',
   Open: 'open',
+  AddToChat: 'addToChat',
 } as const;
 
 export type ContextMenuOptionsUnion =
@@ -93,8 +97,25 @@ export function ResourceContextMenu({
   const [currentSubject] = useCurrentSubject();
   const canWrite = useCanWrite(resource);
   const { enableScope } = useQueryScopeHandler(subject);
+  const { setContextItems, isOpen, setIsOpen } = useAISidebar();
   // Try to not have a useResource hook in here, as that will lead to many costly fetches when the user enters a new subject
 
+  const addToChat = () => {
+    setContextItems(prev => [
+      ...prev.filter(
+        x => x.type === 'atomic-resource' && x.subject !== subject,
+      ),
+      newContextItem({
+        type: 'atomic-resource',
+        subject,
+      } as AIAtomicResourceMessageContext),
+    ]);
+
+    if (!isOpen) {
+      setIsOpen(true);
+    }
+  };
+
   const handleDestroy = useCallback(async () => {
     const parent = resource.get(core.properties.parent);
 
@@ -172,6 +193,13 @@ export function ResourceContextMenu({
       icon: <FaCode />,
       onClick: () => setShowCodeUsageDialog(true),
     },
+    {
+      id: ContextMenuOptions.AddToChat,
+      label: 'Add to chat',
+      helper: 'Add the resource as context to the AI sidebar',
+      icon: <FaMessage />,
+      onClick: addToChat,
+    },
     {
       id: ContextMenuOptions.Scope,
       label: 'Search children',
diff --git a/browser/data-browser/src/components/Row.tsx b/browser/data-browser/src/components/Row.tsx
index c8550e6c1..c36473c48 100644
--- a/browser/data-browser/src/components/Row.tsx
+++ b/browser/data-browser/src/components/Row.tsx
@@ -9,6 +9,7 @@ export interface FlexProps extends React.HTMLAttributes<HTMLDivElement> {
   justify?: CSS.Property.JustifyContent;
   direction?: CSS.Property.FlexDirection;
   center?: boolean;
+  align?: CSS.Property.AlignItems;
   wrapItems?: boolean;
   fullWidth?: boolean;
   fullHeight?: boolean;
@@ -59,7 +60,7 @@ Column.displayName = 'Column';
  * This component is only exported so it can be used in css selectors.
  */
 export const Flex = styled.div<FlexProps>`
-  align-items: ${p => (p.center ? 'center' : 'initial')};
+  align-items: ${p => (p.center ? 'center' : p.align ?? 'initial')};
   display: flex;
   gap: ${p => p.gap ?? `${p.theme.margin}rem`};
   justify-content: ${p => p.justify ?? 'start'};
diff --git a/browser/data-browser/src/components/ScrollArea.tsx b/browser/data-browser/src/components/ScrollArea.tsx
index 898dc5485..45f41d0d4 100644
--- a/browser/data-browser/src/components/ScrollArea.tsx
+++ b/browser/data-browser/src/components/ScrollArea.tsx
@@ -58,7 +58,6 @@ const Thumb = styled(RadixScrollArea.Thumb)`
   z-index: 2;
 `;
 
-// @ts-ignore
 export const ScrollViewPort = styled(RadixScrollArea.Viewport)`
   width: 100%;
   height: 100%;
diff --git a/browser/data-browser/src/components/SideBar/OntologySideBar/OntologiesPanel.tsx b/browser/data-browser/src/components/SideBar/OntologySideBar/OntologiesPanel.tsx
index b87f78332..7fcc5487c 100644
--- a/browser/data-browser/src/components/SideBar/OntologySideBar/OntologiesPanel.tsx
+++ b/browser/data-browser/src/components/SideBar/OntologySideBar/OntologiesPanel.tsx
@@ -44,7 +44,7 @@ export function OntologiesPanel(): JSX.Element | null {
 
   return (
     <Wrapper>
-      <StyledScrollArea key={drive}>
+      <StyledScrollArea key={drive} type='hover'>
         {ontologies.map(subject => (
           <Item key={subject} subject={subject} />
         ))}
@@ -60,7 +60,7 @@ const Wrapper = styled.div`
 `;
 
 const StyledScrollArea = styled(ScrollArea)`
-  max-height: 10rem;
+  height: 10rem;
   overflow-x: hidden;
 `;
 
diff --git a/browser/data-browser/src/components/SideBar/SideBarDrive.tsx b/browser/data-browser/src/components/SideBar/SideBarDrive.tsx
index 4df8728cb..8b3fc42ee 100644
--- a/browser/data-browser/src/components/SideBar/SideBarDrive.tsx
+++ b/browser/data-browser/src/components/SideBar/SideBarDrive.tsx
@@ -73,6 +73,7 @@ export function SideBarDrive({
         <TitleButton
           resource={drive}
           clean
+          current={drive === currentSubject}
           title={`Your current baseURL is ${drive}`}
           data-test='sidebar-drive-open'
           onClick={() => {
@@ -161,9 +162,24 @@ const DriveTitle = styled.h2`
   flex: 1;
 `;
 
-const TitleButton = styled(Button)`
+const TitleButton = styled(Button)<{ current?: boolean }>`
   text-align: left;
   flex: 1;
+  padding: 0.5rem 1rem;
+  border-radius: ${props => props.theme.radius};
+
+  ${({ current, theme }) =>
+    current &&
+    `
+    color: ${theme.colors.main};
+  `}
+
+  &:hover {
+    background-color: ${props => props.theme.colors.bg1};
+  }
+  &:active {
+    background-color: ${props => props.theme.colors.bg2};
+  }
 `;
 
 const SideBarErr = styled(ErrorLook)`
diff --git a/browser/data-browser/src/components/SideBar/SideBarItem.ts b/browser/data-browser/src/components/SideBar/SideBarItem.ts
index 7e3eae4c6..c8bf6028e 100644
--- a/browser/data-browser/src/components/SideBar/SideBarItem.ts
+++ b/browser/data-browser/src/components/SideBar/SideBarItem.ts
@@ -2,6 +2,7 @@ import { styled } from 'styled-components';
 
 export interface SideBarItemProps {
   disabled?: boolean;
+  current?: boolean;
 }
 
 /** SideBarItem should probably be wrapped in an AtomicLink for optimal behavior */
@@ -20,12 +21,18 @@ export const SideBarItem = styled('span')<SideBarItemProps>`
   &:hover,
   &:focus {
     background-color: ${p => p.theme.colors.bg1};
-    color: ${p => (p.disabled ? p.theme.colors.main : p.theme.colors.text)};
+    // color: ${p => (p.disabled ? p.theme.colors.main : p.theme.colors.text)};
   }
   &:active {
     background-color: ${p => p.theme.colors.bg2};
   }
 
+  ${props =>
+    props.current &&
+    `
+    color: ${props.theme.colors.main};
+  `}
+
   svg {
     font-size: 0.8rem;
   }
diff --git a/browser/data-browser/src/components/SideBar/SideBarMenuItem.tsx b/browser/data-browser/src/components/SideBar/SideBarMenuItem.tsx
index e57331644..9e4763111 100644
--- a/browser/data-browser/src/components/SideBar/SideBarMenuItem.tsx
+++ b/browser/data-browser/src/components/SideBar/SideBarMenuItem.tsx
@@ -1,6 +1,7 @@
 import { styled } from 'styled-components';
 import { AtomicLink, AtomicLinkProps } from '../AtomicLink';
 import { SideBarItem } from './SideBarItem';
+import { useLocation } from '@tanstack/react-router';
 
 export interface SideBarMenuItemProps extends AtomicLinkProps {
   label: string;
@@ -20,9 +21,18 @@ export function SideBarMenuItem({
   subject,
   onClick,
 }: SideBarMenuItemProps) {
+  const { pathname } = useLocation();
+  const targetPath = path || href || subject;
+  const current: boolean = pathname === targetPath;
+
   return (
     <AtomicLink href={href} subject={subject} path={path} clean>
-      <SideBarItem key={label} title={helper} onClick={onClick}>
+      <SideBarItem
+        key={label}
+        title={helper}
+        onClick={onClick}
+        current={current}
+      >
         {icon && <SideBarIcon>{icon}</SideBarIcon>}
         {label}
       </SideBarItem>
diff --git a/browser/data-browser/src/components/SkeletonButton.tsx b/browser/data-browser/src/components/SkeletonButton.tsx
index 99c198c7c..0af7737e2 100644
--- a/browser/data-browser/src/components/SkeletonButton.tsx
+++ b/browser/data-browser/src/components/SkeletonButton.tsx
@@ -4,6 +4,8 @@ import { transition } from '../helpers/transition';
 export const SkeletonButton = styled.button`
   display: flex;
   justify-content: center;
+  align-items: center;
+  gap: ${p => p.theme.size(1)};
   color: ${p => p.theme.colors.textLight};
   background: none;
   appearance: none;
diff --git a/browser/data-browser/src/components/TableEditor/Cell.tsx b/browser/data-browser/src/components/TableEditor/Cell.tsx
index d331c56f3..4052d390b 100644
--- a/browser/data-browser/src/components/TableEditor/Cell.tsx
+++ b/browser/data-browser/src/components/TableEditor/Cell.tsx
@@ -54,6 +54,7 @@ export function Cell({
   const [markEnterEditMode, setMarkEnterEditMode] = useState(false);
 
   const {
+    readOnly,
     mouseDown,
     selectedRow,
     selectedColumn,
@@ -77,14 +78,14 @@ export function Cell({
 
   const handleMouseUp = useCallback(() => {
     setMouseDown(false);
-  }, []);
+  }, [setMouseDown]);
 
   const handleMouseEnter = useCallback(() => {
     if (mouseDown) {
       setMultiSelectCorner(rowIndex, columnIndex);
       setCursorMode(CursorMode.MultiSelect);
     }
-  }, [mouseDown, rowIndex, columnIndex]);
+  }, [mouseDown, rowIndex, columnIndex, setMultiSelectCorner, setCursorMode]);
 
   const shouldEnterEditMode = useCallback(
     (e: React.MouseEvent<HTMLDivElement>) => {
@@ -124,7 +125,7 @@ export function Cell({
         return;
       }
 
-      if (shouldEnterEditMode(e)) {
+      if (!readOnly && shouldEnterEditMode(e)) {
         setMarkEnterEditMode(true);
 
         return;
@@ -138,12 +139,17 @@ export function Cell({
       setActiveCell(rowIndex, columnIndex);
     },
     [
+      readOnly,
       setActiveCell,
       columnIndex,
       shouldEnterEditMode,
       cursorMode,
       isActive,
       disabledKeyboardInteractions,
+      setCursorMode,
+      setMouseDown,
+      setMultiSelectCorner,
+      rowIndex,
     ],
   );
 
@@ -159,7 +165,13 @@ export function Cell({
       setCursorMode(CursorMode.Edit);
       setMarkEnterEditMode(false);
     }
-  }, [markEnterEditMode, disabledKeyboardInteractions]);
+  }, [
+    markEnterEditMode,
+    disabledKeyboardInteractions,
+    setMultiSelectCorner,
+    setMouseDown,
+    setCursorMode,
+  ]);
 
   useLayoutEffect(() => {
     if (!ref.current) {
@@ -169,7 +181,7 @@ export function Cell({
     if (isActiveCorner) {
       updateMultiSelectCornerCellRef(ref.current);
     }
-  }, [isActiveCorner]);
+  }, [isActiveCorner, updateMultiSelectCornerCellRef]);
 
   useEffect(() => {
     if (!ref.current) {
@@ -209,6 +221,7 @@ export function Cell({
     onEnterEditModeWithCharacter,
     onEditNextRow,
     updateActiveCellRef,
+    registerEventListener,
   ]);
 
   return (
diff --git a/browser/data-browser/src/components/TableEditor/TableEditor.tsx b/browser/data-browser/src/components/TableEditor/TableEditor.tsx
index 3f8bf0806..9d7e4692f 100644
--- a/browser/data-browser/src/components/TableEditor/TableEditor.tsx
+++ b/browser/data-browser/src/components/TableEditor/TableEditor.tsx
@@ -40,6 +40,7 @@ const ARIA_TABLE_USAGE =
   'Use the arrow keys to navigate the table. Press enter to edit a cell. Press escape to exit edit mode.';
 
 interface FancyTableProps<T> {
+  readOnly?: boolean;
   columns: T[];
   itemCount: number;
   columnSizes?: number[];
@@ -68,10 +69,11 @@ type OnScroll = (props: ListOnScrollProps) => unknown;
 
 export function FancyTable<T>({
   rowHeight = 40,
+  readOnly = false,
   ...props
 }: FancyTableProps<T>): JSX.Element {
   return (
-    <TableEditorContextProvider>
+    <TableEditorContextProvider readOnly={readOnly}>
       <FancyTableInner rowHeight={rowHeight} {...props} />
     </TableEditorContextProvider>
   );
@@ -100,8 +102,13 @@ function FancyTableInner<T>({
   const scrollerRef = useRef<HTMLDivElement>(null);
   const headerRef = useRef<HTMLDivElement>(null);
 
-  const { listRef, tableRef, setCursorMode, disabledKeyboardInteractions } =
-    useTableEditorContext();
+  const {
+    listRef,
+    tableRef,
+    setCursorMode,
+    disabledKeyboardInteractions,
+    readOnly,
+  } = useTableEditorContext();
   const [onScroll, setOnScroll] = useState<OnScroll>(() => undefined);
 
   const { templateColumns, contentRowWidth, resizeCell } = useCellSizes(
@@ -116,7 +123,7 @@ function FancyTableInner<T>({
     }
 
     setCursorMode(CursorMode.Visual);
-  }, [disabledKeyboardInteractions]);
+  }, [disabledKeyboardInteractions, setCursorMode]);
 
   useClickAwayListener([tableRef], handleClickOutside, true);
 
@@ -154,7 +161,7 @@ function FancyTableInner<T>({
         </TableRow>
       );
     },
-    [itemCount, children],
+    [children, onRowExpand],
   );
 
   const List = useCallback(
@@ -175,12 +182,16 @@ function FancyTableInner<T>({
   );
 
   useEffect(() => {
+    if (readOnly) {
+      return;
+    }
+
     document.addEventListener('paste', triggerPasteCommand);
 
     return () => {
       document.removeEventListener('paste', triggerPasteCommand);
     };
-  }, [triggerPasteCommand]);
+  }, [triggerPasteCommand, readOnly]);
 
   return (
     <DndWrapper>
diff --git a/browser/data-browser/src/components/TableEditor/TableEditorContext.tsx b/browser/data-browser/src/components/TableEditor/TableEditorContext.tsx
index 23944fbd6..2aee6f0a1 100644
--- a/browser/data-browser/src/components/TableEditor/TableEditorContext.tsx
+++ b/browser/data-browser/src/components/TableEditor/TableEditorContext.tsx
@@ -37,6 +37,7 @@ function emptySetState<T>(_: T | ((__: T) => T)): undefined {
 }
 
 export interface TableEditorContext {
+  readOnly: boolean;
   mouseDown: boolean;
   setMouseDown: React.Dispatch<React.SetStateAction<boolean>>;
   tableRef: React.RefObject<HTMLDivElement | null>;
@@ -77,6 +78,7 @@ export interface TableEditorContext {
 }
 
 const initial: TableEditorContext = {
+  readOnly: false,
   mouseDown: false,
   setMouseDown: emptySetState,
   tableRef: { current: null },
@@ -110,9 +112,14 @@ const initial: TableEditorContext = {
 
 const TableEditorContext = createContext<TableEditorContext>(initial);
 
+interface TableEditorContextProviderProps {
+  readOnly: boolean;
+}
+
 export function TableEditorContextProvider({
   children,
-}: React.PropsWithChildren<unknown>): JSX.Element {
+  readOnly,
+}: React.PropsWithChildren<TableEditorContextProviderProps>): JSX.Element {
   const [mouseDown, setMouseDown] = useState(false);
   const tableRef = useRef<HTMLDivElement | null>(null);
   const listRef = useRef<FixedSizeList>(null);
@@ -197,6 +204,7 @@ export function TableEditorContextProvider({
 
   const context = useMemo(
     () => ({
+      readOnly,
       mouseDown,
       setMouseDown,
       tableRef,
@@ -228,6 +236,10 @@ export function TableEditorContextProvider({
       setMarkings,
     }),
     [
+      clearCell,
+      clearRow,
+      enterEditModeWithCharacter,
+      eventManager,
       disabledKeyboardInteractions,
       selectedRow,
       selectedColumn,
@@ -241,6 +253,7 @@ export function TableEditorContextProvider({
       isDragging,
       cursorMode,
       emitInteractionsFired,
+      readOnly,
       mouseDown,
       markings,
     ],
diff --git a/browser/data-browser/src/components/TableEditor/helpers/keyboardHandlers.ts b/browser/data-browser/src/components/TableEditor/helpers/keyboardHandlers.ts
index 836c9b791..2b248b825 100644
--- a/browser/data-browser/src/components/TableEditor/helpers/keyboardHandlers.ts
+++ b/browser/data-browser/src/components/TableEditor/helpers/keyboardHandlers.ts
@@ -44,6 +44,7 @@ export interface KeyboardHandler {
   keys: Set<string>;
   cursorMode: Set<CursorMode>;
   preventDefault?: boolean;
+  disabledInReadOnly?: boolean;
   shift?: boolean;
   mod?: boolean;
   condition?: (context: HandlerContext) => boolean;
@@ -119,6 +120,7 @@ const editNextRow: KeyboardHandler = {
   keys: new Set(['Enter']),
   shift: false,
   cursorMode: new Set([CursorMode.Edit]),
+  disabledInReadOnly: true,
   preventDefault: true,
   handler: ({ translateCursor }) => {
     translateCursor(1, 0);
@@ -130,6 +132,7 @@ const editNextCell: KeyboardHandler = {
   keys: new Set(['Tab']),
   shift: false,
   cursorMode: new Set([CursorMode.Edit]),
+  disabledInReadOnly: true,
   preventDefault: true,
   handler: ({ translateCursor }) => {
     translateCursor(0, 1);
@@ -141,6 +144,7 @@ const editPreviousCell: KeyboardHandler = {
   keys: new Set(['Tab']),
   shift: true,
   cursorMode: new Set([CursorMode.Edit]),
+  disabledInReadOnly: true,
   preventDefault: true,
   handler: ({ translateCursor }) => {
     translateCursor(0, -1);
@@ -167,6 +171,7 @@ const undoCommand: KeyboardHandler = {
   keys: new Set(['z']),
   mod: true,
   cursorMode: new Set([CursorMode.Visual, CursorMode.MultiSelect]),
+  disabledInReadOnly: true,
   condition: () => document.activeElement?.tagName !== 'INPUT',
   handler: ({ undo }) => {
     undo?.();
@@ -177,6 +182,7 @@ const deleteCell: KeyboardHandler = {
   id: KeyboardInteraction.DeleteCell,
   keys: new Set(['Delete', 'Backspace']),
   cursorMode: new Set([CursorMode.Visual, CursorMode.MultiSelect]),
+  disabledInReadOnly: true,
   condition: ({ tableContext }) =>
     tableContext.selectedColumn !== 0 &&
     tableContext.selectedColumn !== undefined &&
@@ -191,6 +197,7 @@ const deleteRow: KeyboardHandler = {
   id: KeyboardInteraction.DeleteRow,
   keys: new Set(['Delete', 'Backspace']),
   cursorMode: new Set([CursorMode.Visual]),
+  disabledInReadOnly: true,
   condition: ({ tableContext }) =>
     tableContext.selectedColumn === 0 &&
     tableContext.selectedColumn !== undefined &&
@@ -245,6 +252,7 @@ const enterEditModeWithEnter: KeyboardHandler = {
   id: KeyboardInteraction.EnterEditModeWithEnter,
   keys: new Set(['Enter']),
   cursorMode: new Set([CursorMode.Visual]),
+  disabledInReadOnly: true,
   condition: ({ tableContext }) =>
     tableContext.selectedColumn !== undefined &&
     tableContext.selectedColumn !== 0 &&
@@ -269,6 +277,7 @@ const enterEditModeByTyping: KeyboardHandler = {
   id: KeyboardInteraction.EnterEditModeByTyping,
   keys: new Set(triggerCharacters.split('')),
   cursorMode: new Set([CursorMode.Visual]),
+  disabledInReadOnly: true,
   mod: false,
   condition: ({ tableContext }) =>
     tableContext.selectedColumn !== undefined &&
diff --git a/browser/data-browser/src/components/TableEditor/hooks/useTableEditorKeyboardNavigation.tsx b/browser/data-browser/src/components/TableEditor/hooks/useTableEditorKeyboardNavigation.tsx
index 4a5a9daef..10a6fd6d9 100644
--- a/browser/data-browser/src/components/TableEditor/hooks/useTableEditorKeyboardNavigation.tsx
+++ b/browser/data-browser/src/components/TableEditor/hooks/useTableEditorKeyboardNavigation.tsx
@@ -37,11 +37,10 @@ export function useTableEditorKeyboardNavigation(
 ) {
   const tableContext = useTableEditorContext();
   const {
+    readOnly,
     disabledKeyboardInteractions,
     selectedRow,
     selectedColumn,
-    multiSelectCornerRow,
-    multiSelectCornerColumn,
     setActiveCell,
     listRef,
     emitInteractionsFired,
@@ -90,6 +89,7 @@ export function useTableEditorKeyboardNavigation(
           !disabledKeyboardInteractions.has(h.id) &&
           h.keys.has(e.key) &&
           h.cursorMode.has(tableContext.cursorMode) &&
+          (readOnly ? !h.disabledInReadOnly : true) &&
           matchShift(h, e) &&
           matchModifier(h, e) &&
           matchCondition(h, context),
@@ -106,15 +106,18 @@ export function useTableEditorKeyboardNavigation(
       emitInteractionsFired(handlers.map(h => h.id));
     },
     [
+      commands,
+      listRef,
+      setActiveCell,
+      columnCount,
+      rowCount,
+      tableRef,
+      headerRef,
+      readOnly,
       disabledKeyboardInteractions,
       selectedRow,
       selectedColumn,
-      multiSelectCornerRow,
-      multiSelectCornerColumn,
       tableContext,
-      commands.copy,
-      commands.undo,
-      commands.expand,
       hasControlLock,
       emitInteractionsFired,
     ],
diff --git a/browser/data-browser/src/components/Tabs.tsx b/browser/data-browser/src/components/Tabs.tsx
index 5b23ee5cf..6b042fd7c 100644
--- a/browser/data-browser/src/components/Tabs.tsx
+++ b/browser/data-browser/src/components/Tabs.tsx
@@ -6,31 +6,46 @@ import { transition } from '../helpers/transition';
 type TabItem = {
   label: string;
   value: string;
+  disabled?: boolean;
 };
 
 interface TabsProps {
   tabs: TabItem[];
+  rounded?: boolean;
   className?: string;
   label: string;
+  defaultValue?: string;
 }
 
+export const TAB_PANEL_HAS_ERROR_CLASS = 'tab-panel-has-error';
+
 export const Tabs: FC<PropsWithChildren<TabsProps>> = ({
   children,
   tabs,
   label,
   className,
+  defaultValue,
+  rounded,
 }) => {
   return (
-    <RadixTabs.Root defaultValue={tabs[0].value} className={className}>
+    <StyledTabsRoot
+      defaultValue={defaultValue ?? tabs[0].value}
+      className={className}
+    >
       <TabList aria-label={label}>
         {tabs.map(tab => (
-          <TabButton key={tab.value} value={tab.value}>
+          <TabButton
+            key={tab.value}
+            value={tab.value}
+            className={rounded ? 'rounded-tab' : ''}
+            disabled={tab.disabled}
+          >
             {tab.label}
           </TabButton>
         ))}
       </TabList>
       {children}
-    </RadixTabs.Root>
+    </StyledTabsRoot>
   );
 };
 
@@ -54,17 +69,18 @@ export const TabPanel: FC<PropsWithChildren<TabPanelProps>> = ({
 const TabList = styled(RadixTabs.List)`
   display: flex;
   justify-content: space-evenly;
-  margin-bottom: ${p => p.theme.margin}rem;
+  margin-bottom: ${p => p.theme.size()};
 `;
 
 const TabButton = styled(RadixTabs.Trigger)`
+  --tab-active-color: ${p => p.theme.colors.main};
   background: none;
   border: none;
   color: ${p => p.theme.colors.text};
   border-bottom: 1px solid ${p => p.theme.colors.bg2};
   padding: 1rem;
   flex: 1;
-  ${transition('background', 'border-bottom')}
+  ${transition('background', 'border-color', 'box-shadow')}
   cursor: pointer;
   &:hover,
   &:focus-visible {
@@ -73,6 +89,28 @@ const TabButton = styled(RadixTabs.Trigger)`
   }
 
   &[data-state='active'] {
-    border-bottom: 2px solid ${p => p.theme.colors.main};
+    border-color: var(--tab-active-color);
+    // We use a box-shadow for one half of the border to avoid minor layout shift.
+    box-shadow: inset 0 -1px 0 0 var(--tab-active-color);
+  }
+
+  &.${TAB_PANEL_HAS_ERROR_CLASS} {
+    --tab-active-color: ${p => p.theme.colors.alert};
+  }
+
+  &.rounded-tab:first-child {
+    border-top-left-radius: ${p => p.theme.radius};
+  }
+
+  &.rounded-tab:last-child {
+    border-top-right-radius: ${p => p.theme.radius};
+  }
+`;
+
+const StyledTabsRoot = styled(RadixTabs.Root)`
+  &:has(*.${TAB_PANEL_HAS_ERROR_CLASS}) {
+    & ${TabButton} {
+      --tab-active-color: ${p => p.theme.colors.alert};
+    }
   }
 `;
diff --git a/browser/data-browser/src/components/datatypes/Markdown.tsx b/browser/data-browser/src/components/datatypes/Markdown.tsx
index 3889493f2..c51c181c1 100644
--- a/browser/data-browser/src/components/datatypes/Markdown.tsx
+++ b/browser/data-browser/src/components/datatypes/Markdown.tsx
@@ -4,6 +4,7 @@ import remarkGFM from 'remark-gfm';
 import { Button } from '../Button';
 import { truncateMarkdown } from '../../helpers/markdown';
 import { FC, useState } from 'react';
+import { AtomicLink } from '../AtomicLink';
 
 type Props = {
   text: string;
@@ -15,6 +16,7 @@ type Props = {
   maxLength?: number;
   className?: string;
   nestedInLink?: boolean;
+  markExternalLinks?: boolean;
 };
 
 const disableElementsInLink = ['a'];
@@ -23,14 +25,13 @@ const disableElementsInLink = ['a'];
 const Markdown: FC<Props> = ({
   text,
   renderGFM = true,
-  maxLength,
+  maxLength = 5000,
   className,
   nestedInLink = false,
+  markExternalLinks = false,
 }) => {
   const [collapsed, setCollapsed] = useState(true);
 
-  maxLength = maxLength || 5000;
-
   if (!text) {
     return null;
   }
@@ -40,6 +41,15 @@ const Markdown: FC<Props> = ({
       <ReactMarkdown
         remarkPlugins={renderGFM ? [remarkGFM] : []}
         disallowedElements={nestedInLink ? disableElementsInLink : undefined}
+        components={
+          markExternalLinks
+            ? {
+                a: ({ node: _node, children, ...props }) => {
+                  return <AtomicLink {...props}>{children}</AtomicLink>;
+                },
+              }
+            : {}
+        }
       >
         {collapsed ? truncateMarkdown(text, maxLength) : text}
       </ReactMarkdown>
@@ -122,6 +132,10 @@ const MarkdownWrapper = styled.div`
 
     border: 1px solid ${props => props.theme.colors.bg2};
   }
+
+  a {
+    word-break: break-word;
+  }
 `;
 
 export default Markdown;
diff --git a/browser/data-browser/src/components/forms/CheckboxDescriptor.tsx b/browser/data-browser/src/components/forms/CheckboxDescriptor.tsx
new file mode 100644
index 000000000..d2bd1fe0f
--- /dev/null
+++ b/browser/data-browser/src/components/forms/CheckboxDescriptor.tsx
@@ -0,0 +1,39 @@
+import { useId } from 'react';
+import { CheckboxLabel } from './Checkbox';
+import { styled } from 'styled-components';
+
+interface CheckboxDescriptorProps {
+  label: string;
+  description: string | React.ReactNode;
+  children: (id: string) => React.ReactNode;
+}
+
+export const CheckboxDescriptor = ({
+  label,
+  description,
+  children,
+}: CheckboxDescriptorProps) => {
+  const id = useId();
+
+  return (
+    <Grid>
+      {children(id)}
+      <CheckboxLabel htmlFor={id}>{label}</CheckboxLabel>
+      <Subtle>{description}</Subtle>
+    </Grid>
+  );
+};
+
+const Subtle = styled.p`
+  grid-column: 2;
+  font-size: 0.8rem;
+  margin: 0;
+  color: ${p => p.theme.colors.textLight};
+`;
+
+const Grid = styled.div`
+  display: grid;
+  grid-template-columns: auto 1fr;
+  column-gap: 1ch;
+  align-items: center;
+`;
diff --git a/browser/data-browser/src/components/forms/NewForm/CustomCreateActions/BasicInstanceHandlers.ts b/browser/data-browser/src/components/forms/NewForm/CustomCreateActions/BasicInstanceHandlers.ts
index 05a394465..d4c24963d 100644
--- a/browser/data-browser/src/components/forms/NewForm/CustomCreateActions/BasicInstanceHandlers.ts
+++ b/browser/data-browser/src/components/forms/NewForm/CustomCreateActions/BasicInstanceHandlers.ts
@@ -1,5 +1,6 @@
-import { dataBrowser, core, classes } from '@tomic/react';
+import { dataBrowser, core, classes, ai } from '@tomic/react';
 import { registerBasicInstanceHandler } from '../useNewResourceUI';
+import { DEFAULT_AICHAT_NAME } from '../../../AI/aiContstants';
 
 /**
  * These handlers do not show any UI / inputs when creating new instances.
@@ -51,4 +52,19 @@ export const registerBasicInstanceHandlers = () => {
       );
     },
   );
+
+  registerBasicInstanceHandler(
+    ai.classes.aiChat,
+    async (parent, createAndNavigate) => {
+      await createAndNavigate(
+        ai.classes.aiChat,
+        {
+          [core.properties.name]: DEFAULT_AICHAT_NAME,
+        },
+        {
+          parent,
+        },
+      );
+    },
+  );
 };
diff --git a/browser/data-browser/src/components/forms/RangeInput.tsx b/browser/data-browser/src/components/forms/RangeInput.tsx
index a4e4fe819..87de8173e 100644
--- a/browser/data-browser/src/components/forms/RangeInput.tsx
+++ b/browser/data-browser/src/components/forms/RangeInput.tsx
@@ -60,7 +60,7 @@ export function RangeInput({
       const num = toOptionalNum(e.target.value, round);
       onChange(num, maxValue);
     },
-    [onChange, maxValue],
+    [onChange, maxValue, round],
   );
 
   const handleMaxChange = useCallback(
@@ -68,7 +68,7 @@ export function RangeInput({
       const num = toOptionalNum(e.target.value, round);
       onChange(minValue, num);
     },
-    [onChange, minValue],
+    [onChange, minValue, round],
   );
 
   return (
diff --git a/browser/data-browser/src/components/forms/SearchBox/SearchBox.tsx b/browser/data-browser/src/components/forms/SearchBox/SearchBox.tsx
index 442544520..b89b8d78d 100644
--- a/browser/data-browser/src/components/forms/SearchBox/SearchBox.tsx
+++ b/browser/data-browser/src/components/forms/SearchBox/SearchBox.tsx
@@ -7,13 +7,12 @@ import {
   useState,
   type JSX,
 } from 'react';
-import { css, styled } from 'styled-components';
+import { styled, useTheme } from 'styled-components';
 import { removeCachedSearchResults, useResource, useStore } from '@tomic/react';
 import { DropdownPortalContext } from '../../Dropdown/dropdownContext';
 import * as RadixPopover from '@radix-ui/react-popover';
 import { SearchBoxWindow } from './SearchBoxWindow';
 import { FaExternalLinkAlt, FaSearch, FaTimes } from 'react-icons/fa';
-import { ErrorChip } from '../ErrorChip';
 import { constructOpenURL } from '../../../helpers/navigation';
 import { useNavigateWithTransition } from '../../../hooks/useNavigateWithTransition';
 import { SearchBoxButton } from './SearchBoxButton';
@@ -25,6 +24,8 @@ import {
 } from './searchboxVars';
 import { useDialogTreeContext } from '../../Dialog/dialogContext';
 import { useResourceFormContext } from '../ResourceFormContext';
+import clsx from 'clsx';
+import { FaTriangleExclamation } from 'react-icons/fa6';
 
 export type OnResourceError = (hasError: boolean) => void;
 
@@ -68,6 +69,7 @@ export function SearchBox({
   onResourceError,
 }: React.PropsWithChildren<SearchBoxProps>): JSX.Element {
   const store = useStore();
+  const theme = useTheme();
   const navigate = useNavigateWithTransition();
   const selectedResource = useResource(value);
   const triggerRef = useRef<HTMLButtonElement>(null);
@@ -163,9 +165,11 @@ export function SearchBox({
       <RadixPopover.Anchor>
         <TriggerButtonWrapper
           disabled={!!disabled}
-          className={className}
-          open={open}
-          invalid={!!visualError}
+          className={clsx({
+            [className ?? '']: className,
+            invalid: !!visualError,
+            open: open,
+          })}
         >
           {prefix}
           <TriggerButton
@@ -174,7 +178,7 @@ export function SearchBox({
             disabled={disabled}
             ref={triggerRef}
             tabIndex={0}
-            $empty={inputValue.length === 0}
+            className={clsx({ empty: inputValue.length === 0 })}
             onFocus={handleTriggerFocus}
             onClick={() => {
               setOpen(true);
@@ -182,6 +186,13 @@ export function SearchBox({
             }}
             id={id}
           >
+            {!!visualError && (
+              <FaTriangleExclamation
+                title='Error'
+                size='0.8rem'
+                color={theme.colors.alert}
+              />
+            )}
             {value ? (
               <ResourceTitle>{title}</ResourceTitle>
             ) : (
@@ -215,9 +226,6 @@ export function SearchBox({
             </>
           )}
           {children}
-          {visualError && (
-            <PositionedErrorChip noMovement>{visualError}</PositionedErrorChip>
-          )}
         </TriggerButtonWrapper>
       </RadixPopover.Anchor>
       <RadixPopover.Portal container={containerRef.current}>
@@ -242,7 +250,7 @@ export function SearchBox({
   );
 }
 
-const TriggerButton = styled.button<{ $empty: boolean }>`
+const TriggerButton = styled.button`
   display: flex;
   align-items: center;
   padding: 0.5rem;
@@ -255,18 +263,18 @@ const TriggerButton = styled.button<{ $empty: boolean }>`
   width: 100%;
   overflow: hidden;
   cursor: text;
-  color: ${p => (p.$empty ? p.theme.colors.textLight : p.theme.colors.text)};
+  color: ${p => p.theme.colors.text};
+  &.empty {
+    color: ${p => p.theme.colors.textLight};
+  }
 `;
 
-const TriggerButtonWrapper = styled.div<{
-  invalid: boolean;
-  disabled: boolean;
-  open: boolean;
-}>`
-  ${SB_HIGHLIGHT.define(p =>
-    p.invalid ? p.theme.colors.alert : p.theme.colors.main,
-  )}
+const TriggerButtonWrapper = styled.div<{ disabled: boolean }>`
+  ${SB_HIGHLIGHT.define(p => p.theme.colors.main)}
 
+  &.invalid {
+    ${SB_HIGHLIGHT.define(p => p.theme.colors.alert)}
+  }
   max-width: 100cqw;
 
   display: flex;
@@ -279,7 +287,8 @@ const TriggerButtonWrapper = styled.div<{
   border-bottom-right-radius: ${p => SB_BOTTOM_RADIUS.var(p.theme.radius)};
 
   background-color: ${p => SB_BACKGROUND.var(p.theme.colors.bg)};
-
+  content-visibility: auto;
+  contain-intrinsic-size: auto 2rem;
   &:has(:disabled) {
     background-color: ${props => props.theme.colors.bg1};
     opacity: 0.7;
@@ -288,14 +297,13 @@ const TriggerButtonWrapper = styled.div<{
   &:has(${TriggerButton}:hover(), ${TriggerButton}:focus-visible) {
   }
 
-  &:not(:has(:disabled)):where(:hover, :focus-visible) {
+  &:not(:has(:disabled)):where(:hover, :focus-within) {
     border-color: transparent;
     box-shadow: 0 0 0 2px ${SB_HIGHLIGHT.var()};
-    ${p =>
-      !p.open &&
-      css`
-        z-index: 1000;
-      `}
+    z-index: 1000;
+    &.open {
+      z-index: 1000;
+    }
   }
 `;
 
@@ -309,9 +317,3 @@ const ResourceTitle = styled.span`
 const PlaceholderText = styled.span`
   color: ${p => p.theme.colors.textLight};
 `;
-
-const PositionedErrorChip = styled(ErrorChip)`
-  position: absolute;
-  top: 2rem;
-  z-index: 1001;
-`;
diff --git a/browser/data-browser/src/helpers/AppSettings.tsx b/browser/data-browser/src/helpers/AppSettings.tsx
index 99a615436..a1cfa107c 100644
--- a/browser/data-browser/src/helpers/AppSettings.tsx
+++ b/browser/data-browser/src/helpers/AppSettings.tsx
@@ -22,6 +22,12 @@ interface ProviderProps {
 export const AppSettingsContextProvider = (
   props: ProviderProps,
 ): JSX.Element => {
+  // == SYSTEM ==
+  const [agent, setAgent] = useCurrentAgent();
+  const [baseURL, setBaseURL] = useServerURL();
+  const [drive, innerSetDrive] = useLocalStorage('drive', baseURL);
+
+  // == APPEARANCE ==
   const [darkMode, setDarkMode, darkModeSetting] = useDarkMode();
   const [mainColor, setMainColor] = useLocalStorage('mainColor', '#1b50d8');
   const [navbarTop, setNavbarTop] = useLocalStorage('navbarTop', false);
@@ -29,11 +35,6 @@ export const AppSettingsContextProvider = (
     'hideTemplates',
     false,
   );
-
-  const [viewTransitionsDisabled, setViewTransitionsDisabled] = useLocalStorage(
-    'viewTransitionsDisabled',
-    false,
-  );
   const [navbarFloating, setNavbarFloating] = useLocalStorage(
     'navbarFloating',
     true,
@@ -43,13 +44,14 @@ export const AppSettingsContextProvider = (
     window.innerWidth > SIDEBAR_TOGGLE_WIDTH,
   );
 
+  // == ACCESSIBILITY ==
+  const [viewTransitionsDisabled, setViewTransitionsDisabled] = useLocalStorage(
+    'viewTransitionsDisabled',
+    false,
+  );
   const [sidebarKeyboardDndEnabled, setSidebarKeyboardDndEnabled] =
     useLocalStorage('sidebarKeyboardDndEnabled', false);
 
-  const [agent, setAgent] = useCurrentAgent();
-  const [baseURL, setBaseURL] = useServerURL();
-  const [drive, innerSetDrive] = useLocalStorage('drive', baseURL);
-
   const setDrive = useCallback(
     (newDrive: string) => {
       const url = new URL(newDrive);
diff --git a/browser/data-browser/src/helpers/addIf.ts b/browser/data-browser/src/helpers/addIf.ts
index 1358251b1..e64aeef9a 100644
--- a/browser/data-browser/src/helpers/addIf.ts
+++ b/browser/data-browser/src/helpers/addIf.ts
@@ -8,3 +8,8 @@
  */
 export const addIf = <T>(condition: boolean, ...items: T[]): T[] =>
   condition ? items : [];
+
+export const addFieldsIf = <T>(
+  condition: boolean,
+  obj: T,
+): T | Record<string, never> => (condition ? obj : {});
diff --git a/browser/data-browser/src/helpers/effectFetch.ts b/browser/data-browser/src/helpers/effectFetch.ts
new file mode 100644
index 000000000..9039b987d
--- /dev/null
+++ b/browser/data-browser/src/helpers/effectFetch.ts
@@ -0,0 +1,24 @@
+export function effectFetch(
+  url: string | URL,
+  init?: Omit<RequestInit, 'signal'>,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+): (callback: (json: any) => void, onError?: (e: Error) => void) => () => void {
+  return (callback, onError) => {
+    const controller = new AbortController();
+
+    fetch(url, { ...init, signal: controller.signal })
+      .then(r => r.json())
+      .then(callback)
+      .catch(e => {
+        if (!controller.signal.aborted) {
+          if (onError) {
+            onError(e);
+          } else {
+            throw e;
+          }
+        }
+      });
+
+    return () => controller.abort();
+  };
+}
diff --git a/browser/data-browser/src/helpers/effectTimeout.ts b/browser/data-browser/src/helpers/effectTimeout.ts
deleted file mode 100644
index e7e87268b..000000000
--- a/browser/data-browser/src/helpers/effectTimeout.ts
+++ /dev/null
@@ -1,5 +0,0 @@
-export const effectTimeout = (effect: () => void, ms: number) => {
-  const id = setTimeout(effect, ms);
-
-  return () => clearTimeout(id);
-};
diff --git a/browser/data-browser/src/helpers/iconMap.ts b/browser/data-browser/src/helpers/iconMap.ts
index 9aabf109a..73267d7a1 100644
--- a/browser/data-browser/src/helpers/iconMap.ts
+++ b/browser/data-browser/src/helpers/iconMap.ts
@@ -1,4 +1,5 @@
 import {
+  ai,
   collections,
   commits,
   core,
@@ -34,6 +35,7 @@ import {
   FaLink,
   FaCode,
 } from 'react-icons/fa6';
+import { AIIcon } from '../components/AI/AIIcon';
 
 const iconMap = new Map<string, IconType>([
   [dataBrowser.classes.folder, FaFolder],
@@ -52,6 +54,7 @@ const iconMap = new Map<string, IconType>([
   [core.classes.property, FaHashtag],
   [core.classes.ontology, FaShapes],
   [dataBrowser.classes.tag, FaTag],
+  [ai.classes.aiChat, AIIcon],
 ]);
 
 export function getIconForClass(
diff --git a/browser/data-browser/src/hooks/useLocalStorage.ts b/browser/data-browser/src/hooks/useLocalStorage.ts
index 9a05432a9..d3d4a7731 100644
--- a/browser/data-browser/src/hooks/useLocalStorage.ts
+++ b/browser/data-browser/src/hooks/useLocalStorage.ts
@@ -10,13 +10,14 @@ export type SetLocalStorageValue<T> = (value: T | ((val: T) => T)) => void;
 export function useLocalStorage<T>(
   key: string,
   initialValue: T,
+  storage: Storage = window.localStorage,
 ): [T, SetLocalStorageValue<T>] {
   // State to store our value
   // Pass initial state function to useState so logic is only executed once
   const [storedValue, setStoredValue] = useState<T>(() => {
     try {
       // Get from local storage by key
-      const item = window.localStorage.getItem(key);
+      const item = storage.getItem(key);
 
       if (item === 'undefined') {
         return initialValue;
@@ -47,7 +48,7 @@ export function useLocalStorage<T>(
         }
 
         // Save to local storage
-        window.localStorage.setItem(key, JSON.stringify(valueToStore));
+        storage.setItem(key, JSON.stringify(valueToStore));
       } catch (error) {
         // A more advanced implementation would handle the error case
         console.error(error);
diff --git a/browser/data-browser/src/hooks/useSelectedIndex.ts b/browser/data-browser/src/hooks/useSelectedIndex.ts
index 30ee2a59b..cbbad1bf7 100644
--- a/browser/data-browser/src/hooks/useSelectedIndex.ts
+++ b/browser/data-browser/src/hooks/useSelectedIndex.ts
@@ -4,6 +4,7 @@ import { loopingIndex } from '../helpers/loopingIndex';
 export function useSelectedIndex<T, K>(
   list: T[],
   onSelect: (index: number | undefined) => void,
+  initialIndex?: number,
 ): {
   selectedIndex: number | undefined;
   onKeyDown: (e: React.KeyboardEvent<K>) => void;
@@ -12,7 +13,9 @@ export function useSelectedIndex<T, K>(
   resetIndex: () => void;
   usingKeyboard: boolean;
 } {
-  const [selectedIndex, setSelectedIndex] = useState<number | undefined>(0);
+  const [selectedIndex, setSelectedIndex] = useState<number | undefined>(
+    initialIndex,
+  );
   const [usingKeyboard, setUsingKeyboard] = useState(false);
 
   const onKeyDown = (e: React.KeyboardEvent<K>) => {
@@ -52,7 +55,7 @@ export function useSelectedIndex<T, K>(
   };
 
   const resetIndex = () => {
-    setSelectedIndex(undefined);
+    setSelectedIndex(initialIndex);
   };
 
   useEffect(() => {
diff --git a/browser/data-browser/src/routes/AppSettings.tsx b/browser/data-browser/src/routes/AppSettings.tsx
index 980f94a13..9535c9d17 100644
--- a/browser/data-browser/src/routes/AppSettings.tsx
+++ b/browser/data-browser/src/routes/AppSettings.tsx
@@ -13,6 +13,7 @@ import { Main } from '../components/Main';
 import { Panel, usePanelList } from '../components/SideBar/usePanelList';
 import { pathNames } from './paths';
 import { appRoute } from './RootRoutes';
+import AISettings from '@components/AI/AISettings';
 
 export const AppSettingsRoute = createRoute({
   path: pathNames.appSettings,
@@ -69,13 +70,13 @@ const AppSettings: React.FunctionComponent = () => {
               🌕 Light
             </Button>
           </Row>
-          <Heading>Navigation bar position</Heading>
+          <Heading as='h3'>Navigation bar position</Heading>
           <Row>
             <NavStyleButton floating={true} top={false} title='Floating' />
             <NavStyleButton floating={false} top={false} title='Bottom' />
             <NavStyleButton floating={false} top={true} title='Top' />
           </Row>
-          <Heading>Main color</Heading>
+          <Heading as='h3'>Main color</Heading>
           <MainColorPicker />
           <Heading>Templates</Heading>
           <CheckboxLabel>
@@ -105,6 +106,7 @@ const AppSettings: React.FunctionComponent = () => {
             />{' '}
             Enable keyboard drag & drop in sidebar
           </CheckboxLabel>
+          <AISettings />
         </Column>
       </ContainerNarrow>
     </Main>
diff --git a/browser/data-browser/src/routes/LinkOpenRouter.tsx b/browser/data-browser/src/routes/LinkOpenRouter.tsx
new file mode 100644
index 000000000..baa98405d
--- /dev/null
+++ b/browser/data-browser/src/routes/LinkOpenRouter.tsx
@@ -0,0 +1,92 @@
+import { createRoute } from '@tanstack/react-router';
+import { pathNames, paths } from './paths';
+import { appRoute } from './RootRoutes';
+import { useEffect, useState } from 'react';
+import { useNavigateWithTransition } from '../hooks/useNavigateWithTransition';
+import styled from 'styled-components';
+import { effectFetch } from '../helpers/effectFetch';
+import { useAISettings } from '@components/AI/AISettingsContext';
+
+export type LinkOpenRouterSearch = {
+  code: string;
+};
+
+const ENDPOINT = 'https://openrouter.ai/api/v1/auth/keys';
+
+export const LinkOpenRouter = createRoute({
+  path: pathNames.linkOpenRouter,
+  component: () => <LinkOpenRouterPage />,
+  getParentRoute: () => appRoute,
+  validateSearch: (search): LinkOpenRouterSearch => ({
+    code: (search.code as string) ?? '',
+  }),
+});
+
+function LinkOpenRouterPage() {
+  const [error, setError] = useState<string>();
+  const { setOpenRouterApiKey } = useAISettings();
+  const { code } = LinkOpenRouter.useSearch();
+  const navigate = useNavigateWithTransition();
+
+  useEffect(() => {
+    const codeVerifier = sessionStorage.getItem(
+      'atomic.ai.openrouter-code-verifier',
+    );
+
+    if (!codeVerifier) {
+      setError('No code verifier found');
+
+      return;
+    }
+
+    return effectFetch(ENDPOINT, {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        code: code,
+        code_verifier: codeVerifier,
+        code_challenge_method: 'S256',
+      }),
+    })(
+      ({ key }) => {
+        setOpenRouterApiKey(key);
+        sessionStorage.removeItem('atomic.ai.openrouter-code-verifier');
+        sessionStorage.removeItem('atomic.ai.openrouter-code-challenge');
+
+        navigate({ to: paths.appSettings });
+      },
+      err => {
+        setError(err.message);
+      },
+    );
+  }, [code]);
+
+  if (error) {
+    return (
+      <Center>
+        <div>
+          <h1>Error</h1>
+          <p>{error}</p>
+        </div>
+      </Center>
+    );
+  }
+
+  return (
+    <Center>
+      <div>
+        <h1>Linking OpenRouter</h1>
+        <p>Please wait while we link your OpenRouter account...</p>
+      </div>
+    </Center>
+  );
+}
+
+const Center = styled.div`
+  display: grid;
+  height: 100%;
+  width: 100%;
+  place-items: center;
+`;
diff --git a/browser/data-browser/src/routes/NewResource/BaseButtons.tsx b/browser/data-browser/src/routes/NewResource/BaseButtons.tsx
index 260898ed2..958ceea81 100644
--- a/browser/data-browser/src/routes/NewResource/BaseButtons.tsx
+++ b/browser/data-browser/src/routes/NewResource/BaseButtons.tsx
@@ -1,8 +1,9 @@
-import { core, dataBrowser } from '@tomic/react';
+import { ai, core, dataBrowser } from '@tomic/react';
 import { OutlinedSection } from '../../components/OutlinedSection';
 import { ClassButton } from './ClassButton';
 
 import type { JSX } from 'react';
+import { useAISettings } from '@components/AI/AISettingsContext';
 
 interface BaseButtonsProps {
   parent: string;
@@ -18,9 +19,12 @@ const buttons = [
 ];
 
 export function BaseButtons({ parent }: BaseButtonsProps): JSX.Element {
+  const { enableAI } = useAISettings();
+  const filteredButtons = enableAI ? [...buttons, ai.classes.aiChat] : buttons;
+
   return (
-    <OutlinedSection title='Base classes'>
-      {buttons.map(classType => (
+    <OutlinedSection extraPadding title='Base classes'>
+      {filteredButtons.map(classType => (
         <ClassButton key={classType} classType={classType} parent={parent} />
       ))}
     </OutlinedSection>
diff --git a/browser/data-browser/src/routes/NewResource/OntologySections.tsx b/browser/data-browser/src/routes/NewResource/OntologySections.tsx
index 69115d8a5..dcd7f4481 100644
--- a/browser/data-browser/src/routes/NewResource/OntologySections.tsx
+++ b/browser/data-browser/src/routes/NewResource/OntologySections.tsx
@@ -45,7 +45,7 @@ const OntologySection: FC<OntologySectionProps> = ({ subject, parent }) => {
   }
 
   return (
-    <OutlinedSection title={ontology.title}>
+    <OutlinedSection extraPadding title={ontology.title}>
       {classes.map(classType => (
         <ClassButton key={classType} classType={classType} parent={parent} />
       ))}
diff --git a/browser/data-browser/src/routes/Router.tsx b/browser/data-browser/src/routes/Router.tsx
index fb07eb4e5..38bbe216c 100644
--- a/browser/data-browser/src/routes/Router.tsx
+++ b/browser/data-browser/src/routes/Router.tsx
@@ -17,6 +17,7 @@ import { rootRoute, topRoute, appRoute } from './RootRoutes';
 import { unavailableLazyRoute } from './UnavailableLazyRoute';
 import { ImportRoute } from './ImportRoute';
 import { HistoryRoute } from './History/HistoryRoute';
+import { LinkOpenRouter } from './LinkOpenRouter';
 
 const PruneTestsRoute = createRoute({
   getParentRoute: () => appRoute,
@@ -58,6 +59,7 @@ const routeTree = rootRoute.addChildren({
     NewRoute,
     PruneTestsRoute,
     SandboxRoute,
+    LinkOpenRouter,
   }),
   topRoute,
 });
diff --git a/browser/data-browser/src/routes/Sandbox.tsx b/browser/data-browser/src/routes/Sandbox.tsx
index 93a560bcf..d097792d3 100644
--- a/browser/data-browser/src/routes/Sandbox.tsx
+++ b/browser/data-browser/src/routes/Sandbox.tsx
@@ -5,15 +5,12 @@ import type { JSX } from 'react';
 
 function Sandbox(): JSX.Element {
   return (
-    <main>
-      <ContainerFull>
-        <h1>Sandbox</h1>
-        <p>
-          Welcome to the sandbox. This is a place to test components in
-          isolation.
-        </p>
-      </ContainerFull>
-    </main>
+    <ContainerFull>
+      <h1>Sandbox</h1>
+      <p>
+        Welcome to the sandbox. This is a place to test components in isolation.
+      </p>
+    </ContainerFull>
   );
 }
 
diff --git a/browser/data-browser/src/routes/paths.tsx b/browser/data-browser/src/routes/paths.tsx
index 8fe7f169b..d918eb03a 100644
--- a/browser/data-browser/src/routes/paths.tsx
+++ b/browser/data-browser/src/routes/paths.tsx
@@ -20,6 +20,7 @@ export const pathNames = {
   sandbox: '/sandbox',
   fetchBookmark: '/fetch-bookmark',
   pruneTests: '/prunetests',
+  linkOpenRouter: '/link-openrouter',
 } as const;
 export const paths = {
   agentSettings: `${pathNames.app}${pathNames.agentSettings}`,
@@ -40,4 +41,5 @@ export const paths = {
   sandbox: `${pathNames.app}${pathNames.sandbox}`,
   fetchBookmark: pathNames.fetchBookmark,
   pruneTests: `${pathNames.app}${pathNames.pruneTests}`,
+  linkOpenRouter: `${pathNames.app}${pathNames.linkOpenRouter}`,
 } as const;
diff --git a/browser/data-browser/src/styling.tsx b/browser/data-browser/src/styling.tsx
index 019ad561b..e5c95df83 100644
--- a/browser/data-browser/src/styling.tsx
+++ b/browser/data-browser/src/styling.tsx
@@ -3,7 +3,7 @@ import {
   DefaultTheme,
   ThemeProvider,
 } from 'styled-components';
-import { darken, lighten, setLightness } from 'polished';
+import { complement, darken, lighten, setLightness } from 'polished';
 import './reset.css';
 import { useContext, type JSX } from 'react';
 import { SettingsContext } from './helpers/AppSettings';
@@ -80,6 +80,10 @@ size.raw = (multiplier: number) => `${multiplier}rem`;
 /** Construct a StyledComponents theme object */
 export const buildTheme = (darkMode: boolean, mainIn: string): DefaultTheme => {
   const main = darkMode ? lighten(0.2, mainIn) : mainIn;
+  const complementaryIn = complement(mainIn);
+  const complementary = darkMode
+    ? lighten(0.2, complementaryIn)
+    : complementaryIn;
   const bg = darkMode ? '#000000' : '#ffffff';
   const text = darkMode ? '#fff' : '#000';
   const shadowColor = darkMode ? 'rgba(255,255,255,.15)' : 'rgba(0,0,0,0.07)';
@@ -116,6 +120,7 @@ export const buildTheme = (darkMode: boolean, mainIn: string): DefaultTheme => {
       main,
       mainLight: darkMode ? lighten(0.08)(main) : lighten(0.08)(main),
       mainDark: darkMode ? darken(0.08)(main) : darken(0.08)(main),
+      complementary,
       bg: bg,
       // Use pitch black for dark mode
       bgBody: darkMode ? bg : darken(0.02)(bg),
@@ -205,6 +210,8 @@ declare module 'styled-components' {
       mainSelectedBg: string;
       /** Foreground color of selected items */
       mainSelectedFg: string;
+      /** Complementary color of main */
+      complementary: string;
       /** The background color of the body, which is subtly different from bg */
       bgBody: string;
       /** Most common background color */
diff --git a/browser/data-browser/src/views/AIChat/AIChatPage.tsx b/browser/data-browser/src/views/AIChat/AIChatPage.tsx
new file mode 100644
index 000000000..61ca52acd
--- /dev/null
+++ b/browser/data-browser/src/views/AIChat/AIChatPage.tsx
@@ -0,0 +1,14 @@
+import { ChatLoadingIndicator } from '@components/AI/ChatLoadingIndicator';
+import type { Ai } from '@tomic/react';
+import type { ResourcePageProps } from '@views/ResourcePage';
+import React, { Suspense } from 'react';
+
+const AIChatPageAsync = React.lazy(() => import('@chunks/AI/AIChatPage'));
+
+export const AIChatPage: React.FC<ResourcePageProps<Ai.AiChat>> = props => {
+  return (
+    <Suspense fallback={<ChatLoadingIndicator />}>
+      <AIChatPageAsync {...props} />
+    </Suspense>
+  );
+};
diff --git a/browser/data-browser/src/views/Card/AIChatContentCard.tsx b/browser/data-browser/src/views/Card/AIChatContentCard.tsx
new file mode 100644
index 000000000..2a99874a1
--- /dev/null
+++ b/browser/data-browser/src/views/Card/AIChatContentCard.tsx
@@ -0,0 +1,28 @@
+import { Ai, useResource } from '@tomic/react';
+import type { CardViewProps } from './CardViewProps';
+import { Column, Row } from '../../components/Row';
+import { ResourceCardTitle } from './ResourceCardTitle';
+import Markdown from '../../components/datatypes/Markdown';
+import { ResourceContextMenu } from '../../components/ResourceContextMenu';
+
+export const AIChatContentCard: React.FC<CardViewProps> = ({ resource }) => {
+  const message = useResource<Ai.AiMessage>(resource.props.parent);
+  const chat = useResource<Ai.AiChat>(message.props.parent);
+
+  return (
+    <Column gap='0.5rem'>
+      <ResourceCardTitle resource={chat}>
+        <Row center gap='1ch'>
+          <span>ai-chat</span>
+          <ResourceContextMenu simple subject={chat.subject} />
+        </Row>
+      </ResourceCardTitle>
+      <Markdown
+        markExternalLinks
+        maxLength={1000}
+        renderGFM
+        text={resource.props.description ?? ''}
+      />
+    </Column>
+  );
+};
diff --git a/browser/data-browser/src/views/Card/ResourceCard.tsx b/browser/data-browser/src/views/Card/ResourceCard.tsx
index 5e773b30c..c3a6e1cd9 100644
--- a/browser/data-browser/src/views/Card/ResourceCard.tsx
+++ b/browser/data-browser/src/views/Card/ResourceCard.tsx
@@ -9,6 +9,7 @@ import {
   dataBrowser,
   collections,
   useArray,
+  ai,
 } from '@tomic/react';
 import AllProps from '../../components/AllProps';
 import { AtomicLink } from '../../components/AtomicLink';
@@ -27,6 +28,8 @@ import { styled } from 'styled-components';
 import { ResourceCardTitle } from './ResourceCardTitle';
 import { Column, Row } from '../../components/Row';
 import { Tag } from '../../components/Tag';
+import { ResourceContextMenu } from '../../components/ResourceContextMenu';
+import { AIChatContentCard } from './AIChatContentCard';
 
 interface ResourceCardProps extends CardViewPropsBase {
   /** The subject URL - the identifier of the resource. */
@@ -112,6 +115,8 @@ function ResourceCardInner(props: ResourceCardProps): JSX.Element {
       return <ElementCard resource={resource} {...props} />;
     case dataBrowser.classes.article:
       return <ArticleCard resource={resource} {...props} />;
+    case ai.classes.textPart:
+      return <AIChatContentCard resource={resource} {...props} />;
     default:
       return <ResourceCardDefault resource={resource} {...props} />;
   }
@@ -128,7 +133,10 @@ export function ResourceCardDefault({
   return (
     <Column gap='0.5rem'>
       <ResourceCardTitle resource={resource}>
-        <span>{isAResource.title}</span>
+        <Row center gap='1ch'>
+          <span>{isAResource.title}</span>
+          <ResourceContextMenu simple subject={resource.subject} />
+        </Row>
       </ResourceCardTitle>
       <Row gap='1ch' style={{ fontSize: '0.8rem' }}>
         {tags.map(tag => (
diff --git a/browser/data-browser/src/views/FolderPage/index.tsx b/browser/data-browser/src/views/FolderPage/index.tsx
index fe170fab3..1b35c10d7 100644
--- a/browser/data-browser/src/views/FolderPage/index.tsx
+++ b/browser/data-browser/src/views/FolderPage/index.tsx
@@ -110,6 +110,8 @@ const FullPageWrapper = styled.div<FullPageWrapperProps>`
   min-height: ${p => p.theme.heights.fullPage};
   display: flex;
   flex-direction: column;
+  width: var(--container-width);
+  margin-inline: auto;
   padding: ${p => p.theme.size()};
   padding-bottom: ${p => p.theme.heights.floatingSearchBarPadding};
 `;
diff --git a/browser/data-browser/src/views/ResourceInline/ResourceInline.tsx b/browser/data-browser/src/views/ResourceInline/ResourceInline.tsx
index 4fd6ac040..a1e6774c7 100644
--- a/browser/data-browser/src/views/ResourceInline/ResourceInline.tsx
+++ b/browser/data-browser/src/views/ResourceInline/ResourceInline.tsx
@@ -3,11 +3,10 @@ import {
   useResource,
   Client,
   useArray,
-  isAtomicError,
-  ErrorType,
   core,
   dataBrowser,
   server,
+  getMessageForErrorType,
 } from '@tomic/react';
 import { AtomicLink } from '../../components/AtomicLink';
 import { ErrorLook } from '../../components/ErrorLook';
@@ -27,23 +26,6 @@ type ResourceInlineProps = {
   basic?: boolean;
 } & ResourceInlineInstanceProps;
 
-function getMessageForErrorType(error: Error) {
-  if (isAtomicError(error)) {
-    switch (error.type) {
-      case ErrorType.NotFound:
-        return 'Resource not found';
-      case ErrorType.Unauthorized:
-        return 'Unauthorized';
-      case ErrorType.Server:
-        return 'Server error';
-      case ErrorType.Client:
-        return 'Something went wrong';
-    }
-  } else {
-    return 'Error loading resource';
-  }
-}
-
 /** Renders a Resource in a compact, inline link. Shows tooltip on hover. */
 export function ResourceInline({
   subject,
diff --git a/browser/data-browser/src/views/ResourcePage.tsx b/browser/data-browser/src/views/ResourcePage.tsx
index 3c25f5537..02eb05573 100644
--- a/browser/data-browser/src/views/ResourcePage.tsx
+++ b/browser/data-browser/src/views/ResourcePage.tsx
@@ -8,6 +8,7 @@ import {
   collections,
   server,
   core,
+  ai,
 } from '@tomic/react';
 
 import { ContainerNarrow } from '../components/Containers';
@@ -31,6 +32,7 @@ import { TablePage } from './TablePage';
 import { Main } from '../components/Main';
 import { OntologyPage } from './OntologyPage';
 import { TagPage } from './TagPage/TagPage';
+import { AIChatPage } from '@views/AIChat/AIChatPage';
 
 /** These properties are passed to every View at Page level */
 export type ResourcePageProps<Subject extends OptionalClass = never> = {
@@ -119,6 +121,8 @@ function selectComponent(klass: string) {
       return OntologyPage;
     case dataBrowser.classes.tag:
       return TagPage;
+    case ai.classes.aiChat:
+      return AIChatPage;
     default:
       return ResourcePageDefault;
   }
diff --git a/browser/data-browser/src/views/TablePage/NewColumnButton.tsx b/browser/data-browser/src/views/TablePage/NewColumnButton.tsx
index 0485e3e0f..e92f0724c 100644
--- a/browser/data-browser/src/views/TablePage/NewColumnButton.tsx
+++ b/browser/data-browser/src/views/TablePage/NewColumnButton.tsx
@@ -1,5 +1,5 @@
-import { Datatype, useResource } from '@tomic/react';
-import { useCallback, useContext, useMemo, useState, type JSX } from 'react';
+import { Datatype, useCanWrite, useResource } from '@tomic/react';
+import { useCallback, useContext, useMemo, useState } from 'react';
 import { FaChevronCircleDown, FaFile, FaHashtag, FaPlus } from 'react-icons/fa';
 import { DIVIDER, DropdownMenu, DropdownItem } from '../../components/Dropdown';
 import { buildDefaultTrigger } from '../../components/Dropdown/DefaultTrigger';
@@ -19,7 +19,7 @@ const SelectIcon = FaChevronCircleDown;
 const FileIcon = FaFile;
 const RelationIcon = dataTypeIconMap.get(Datatype.ATOMIC_URL)!;
 
-export function NewColumnButton(): JSX.Element {
+export const NewColumnButton: React.FC = () => {
   const [showDialog, setShowDialog] = useState(false);
   const [showExternalDialog, setShowExternalDialog] = useState(false);
   const [selectedCategory, setSelectedCategory] = useState<string>();
@@ -27,6 +27,8 @@ export function NewColumnButton(): JSX.Element {
   const { tableClassSubject } = useContext(TablePageContext);
   const tableClassResource = useResource(tableClassSubject);
 
+  const canWrite = useCanWrite(tableClassResource);
+
   const openDialog = useCallback(
     (category: string) => () => {
       setSelectedCategory(category);
@@ -95,6 +97,10 @@ export function NewColumnButton(): JSX.Element {
     ];
   }, []);
 
+  if (!canWrite) {
+    return null;
+  }
+
   return (
     <>
       <DropdownMenu Trigger={NewColumnTrigger} items={items} />
@@ -111,4 +117,4 @@ export function NewColumnButton(): JSX.Element {
       />
     </>
   );
-}
+};
diff --git a/browser/data-browser/src/views/TablePage/TableCell.tsx b/browser/data-browser/src/views/TablePage/TableCell.tsx
index 526b46e83..8c6dcc83f 100644
--- a/browser/data-browser/src/views/TablePage/TableCell.tsx
+++ b/browser/data-browser/src/views/TablePage/TableCell.tsx
@@ -30,6 +30,8 @@ interface TableCell {
   onEditNextRow?: () => void;
 }
 
+const SAVE_DEBOUNCE_TIME = 200;
+
 function useIsEditing(row: number, column: number) {
   const { cursorMode, selectedColumn, selectedRow } = useTableEditorContext();
 
@@ -59,7 +61,11 @@ export function TableCell({
   const { setActiveCell } = useTableEditorContext();
   const { addItemsToHistoryStack } = useContext(TablePageContext);
   // We give an empty error handler to debouncedSave so it doesn't spam the user with error popups when the value is invalid.
-  const [save, savePending] = useDebouncedSave(resource, 200, emptyFunc);
+  const [save, savePending] = useDebouncedSave(
+    resource,
+    SAVE_DEBOUNCE_TIME,
+    emptyFunc,
+  );
   const [value, setValue] = useValue(resource, property.subject, valueOpts);
 
   const [createdAt, setCreatedAt] = useValue(
@@ -92,7 +98,15 @@ export function TableCell({
 
       save();
     },
-    [setValue, setCreatedAt, createdAt, resource, property, save],
+    [
+      setValue,
+      setCreatedAt,
+      createdAt,
+      resource,
+      property,
+      save,
+      addItemsToHistoryStack,
+    ],
   );
 
   const handleEnterEditModeWithCharacter = useCallback(
@@ -112,7 +126,14 @@ export function TableCell({
         setActiveCell(rowIndex + 1, columnIndex);
       }
     }
-  }, [savePending, setActiveCell, rowIndex, columnIndex]);
+  }, [
+    savePending,
+    setActiveCell,
+    rowIndex,
+    columnIndex,
+    onEditNextRow,
+    resource,
+  ]);
 
   return (
     <Cell
diff --git a/browser/data-browser/src/views/TablePage/TablePage.tsx b/browser/data-browser/src/views/TablePage/TablePage.tsx
index a1d271a58..cc3e73d5b 100644
--- a/browser/data-browser/src/views/TablePage/TablePage.tsx
+++ b/browser/data-browser/src/views/TablePage/TablePage.tsx
@@ -1,4 +1,4 @@
-import { Property, unknownSubject, useStore } from '@tomic/react';
+import { Property, unknownSubject, useCanWrite, useStore } from '@tomic/react';
 import { useCallback, useId, useMemo, useState, type JSX } from 'react';
 import { ContainerFull } from '../../components/Containers';
 import { EditableTitle } from '../../components/EditableTitle';
@@ -32,6 +32,8 @@ export function TablePage({ resource }: ResourcePageProps): JSX.Element {
   const store = useStore();
   const titleId = useId();
 
+  const canWrite = useCanWrite(resource);
+
   const [showCodeUsageDialog, setShowCodeUsageDialog] = useState(false);
   const [showExportDialog, setShowExportDialog] = useState(false);
   const { tableClass, sorting, setSortBy, collection, invalidateCollection } =
@@ -87,7 +89,7 @@ export function TablePage({ resource }: ResourcePageProps): JSX.Element {
 
       invalidateCollection();
     },
-    [collection, store, invalidateCollection],
+    [collection, store, invalidateCollection, addItemsToHistoryStack],
   );
 
   const handleClearCells = useHandleClearCells(
@@ -116,7 +118,10 @@ export function TablePage({ resource }: ResourcePageProps): JSX.Element {
         />
       );
     },
-    [collection, columns],
+
+    // Resource can update a lot but its internals are stable so removing it from the array saves a lot of rerenders and shouldn't cause issues.
+    // eslint-disable-next-line react-hooks/react-compiler, react-hooks/exhaustive-deps
+    [collection, columns, invalidateCollection, resource.subject],
   );
 
   return (
@@ -142,6 +147,7 @@ export function TablePage({ resource }: ResourcePageProps): JSX.Element {
           </FlexRow>
           <TagBar resource={resource} />
           <FancyTable
+            readOnly={!canWrite}
             columns={columns}
             columnSizes={columnSizes}
             itemCount={collection.totalMembers + 1}
diff --git a/browser/data-browser/src/views/TablePage/TableRow.tsx b/browser/data-browser/src/views/TablePage/TableRow.tsx
index 96cb928d9..8c1244ed9 100644
--- a/browser/data-browser/src/views/TablePage/TableRow.tsx
+++ b/browser/data-browser/src/views/TablePage/TableRow.tsx
@@ -53,6 +53,9 @@ function useMarkings(row: Resource, index: number) {
         return newMap;
       });
     };
+
+    // Markings don't need to be updated when the function address changes...
+    // eslint-disable-next-line react-hooks/react-compiler, react-hooks/exhaustive-deps
   }, [row, index]);
 }
 
@@ -118,7 +121,7 @@ export function TableNewRow({
   useMarkings(resource, index);
 
   useEffect(() => {
-    if (resource.subject === unknownSubject) {
+    if (resource.subject === unknownSubject || resource.commitError) {
       return;
     }
 
@@ -128,7 +131,10 @@ export function TableNewRow({
       .then(() => {
         setLoading(false);
       });
-  }, [resource.subject]);
+
+    // We can't add resource to the list because we modify the resource in the effect so it would cause a loop.
+    // eslint-disable-next-line react-hooks/react-compiler, react-hooks/exhaustive-deps
+  }, [resource.subject, parent.subject, parent.props.classtype]);
 
   if (loading) {
     return (
diff --git a/browser/data-browser/tsconfig.json b/browser/data-browser/tsconfig.json
index 3893f7550..f50c4219e 100644
--- a/browser/data-browser/tsconfig.json
+++ b/browser/data-browser/tsconfig.json
@@ -7,7 +7,14 @@
     "moduleResolution": "bundler",
     "lib": ["ES6", "ES7", "ESNext", "DOM"],
     "outDir": "./dist",
-    "strictNullChecks": true
+    "strictNullChecks": true,
+    "paths": {
+      "@components/*": ["./src/components/*"],
+      "@views/*": ["./src/views/*"],
+      "@hooks/*": ["./src/hooks/*"],
+      "@helpers/*": ["./src/helpers/*"],
+      "@chunks/*": ["./src/chunks/*"]
+    }
   },
   "include": ["./src"]
 }
diff --git a/browser/data-browser/vite.config.ts b/browser/data-browser/vite.config.ts
index 154a81c41..a4f459f41 100644
--- a/browser/data-browser/vite.config.ts
+++ b/browser/data-browser/vite.config.ts
@@ -1,9 +1,20 @@
-import { defineConfig } from 'vite';
+import { defineConfig, type PluginOption } from 'vite';
 import react from '@vitejs/plugin-react';
 import { VitePWA } from 'vite-plugin-pwa';
 import webfontDownload from 'vite-plugin-webfont-dl';
 import prismjs from 'vite-plugin-prismjs';
+import * as path from 'node:path';
+
 export default defineConfig({
+  resolve: {
+    alias: {
+      '@components': path.resolve(__dirname, 'src/components'),
+      '@views': path.resolve(__dirname, 'src/views'),
+      '@hooks': path.resolve(__dirname, 'src/hooks'),
+      '@helpers': path.resolve(__dirname, 'src/helpers'),
+      '@chunks': path.resolve(__dirname, 'src/chunks'),
+    },
+  },
   plugins: [
     webfontDownload(),
     react({
@@ -163,6 +174,9 @@ export default defineConfig({
       },
     },
   },
+  html: {
+    cspNonce: 'ATOMICSERVER_NONCE',
+  },
   server: {
     strictPort: true,
     host: true,
diff --git a/browser/e2e/tests/global.setup.ts b/browser/e2e/tests/global.setup.ts
index 689154081..6f09564fe 100644
--- a/browser/e2e/tests/global.setup.ts
+++ b/browser/e2e/tests/global.setup.ts
@@ -3,6 +3,7 @@ import {
   before,
   DELETE_PREVIOUS_TEST_DRIVES,
   FRONTEND_URL,
+  openAgentPage,
   signIn,
 } from './test-utils';
 
@@ -22,4 +23,19 @@ setup('delete previous test data', async ({ page }) => {
   await page.getByRole('button', { name: 'Prune' }).click();
 
   await expect(page.getByTestId('prune-result')).toBeVisible();
+
+  // Remove old drives from the test agent.
+  await openAgentPage(page);
+  // Wait for the agent to be loaded
+  await expect(
+    page.getByRole('button', { name: 'Edit profile' }),
+  ).toBeVisible();
+
+  await page.getByRole('button', { name: 'Edit profile' }).click();
+
+  await expect(page.getByRole('button', { name: 'Clear' })).toBeVisible();
+  await page.getByRole('button', { name: 'Clear' }).click();
+
+  await page.getByRole('button', { name: 'Save' }).click();
+  await page.waitForNavigation();
 });
diff --git a/browser/lib/atomic.config.json b/browser/lib/atomic.config.json
index 1df8cc8b9..003b15b36 100644
--- a/browser/lib/atomic.config.json
+++ b/browser/lib/atomic.config.json
@@ -7,7 +7,8 @@
     "https://atomicdata.dev/ontology/commit",
     "https://atomicdata.dev/ontology/collection",
     "https://atomicdata.dev/ontology/data-browser",
-    "https://atomicdata.dev/ontology/server"
+    "https://atomicdata.dev/ontology/server",
+    "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj"
   ],
   "_ISLIB_": true
 }
diff --git a/browser/lib/src/error.ts b/browser/lib/src/error.ts
index f439626e5..db1eb481b 100644
--- a/browser/lib/src/error.ts
+++ b/browser/lib/src/error.ts
@@ -1,6 +1,23 @@
 import { core } from './ontologies/core.js';
 import type { Resource } from './resource.js';
 
+export function getMessageForErrorType(error: Error) {
+  if (isAtomicError(error)) {
+    switch (error.type) {
+      case ErrorType.NotFound:
+        return 'Resource not found';
+      case ErrorType.Unauthorized:
+        return 'Unauthorized';
+      case ErrorType.Server:
+        return 'Server error';
+      case ErrorType.Client:
+        return 'Something went wrong';
+    }
+  } else {
+    return 'Error loading resource';
+  }
+}
+
 export enum ErrorType {
   Unauthorized = 'Unauthorized',
   NotFound = 'NotFound',
diff --git a/browser/lib/src/index.ts b/browser/lib/src/index.ts
index fff395945..30eaf90e9 100644
--- a/browser/lib/src/index.ts
+++ b/browser/lib/src/index.ts
@@ -34,6 +34,7 @@ export * from './ontologies/collections.js';
 export * from './ontologies/commits.js';
 export * from './ontologies/dataBrowser.js';
 export * from './ontologies/server.js';
+export * from './ontologies/ai.js';
 export * from './agent.js';
 export * from './authentication.js';
 export * from './client.js';
diff --git a/browser/lib/src/ontologies/ai.ts b/browser/lib/src/ontologies/ai.ts
new file mode 100644
index 000000000..40b9c5d08
--- /dev/null
+++ b/browser/lib/src/ontologies/ai.ts
@@ -0,0 +1,193 @@
+/* -----------------------------------
+ * GENERATED WITH @tomic/cli
+ * For more info on how to use ontologies: https://github.com/atomicdata-dev/atomic-server/blob/develop/browser/cli/readme.md
+ * -------------------------------- */
+
+import type { OntologyBaseObject, BaseProps, JSONValue } from '../index.js';
+
+export const ai = {
+  classes: {
+    aiChat: 'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-chat',
+    aiMessage:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-message',
+    filePart:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/file-part',
+    mcpResource:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/mcp-resource',
+    reasoningPart:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/reasoning-part',
+    sourceUrlPart:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/source-url-part',
+    textPart:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/text-part',
+    toolCallPart:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/tool-call-part',
+  },
+  properties: {
+    parts: 'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/content',
+    data: 'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/data',
+    mcpServerId:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/mcp-server-id',
+    mcpUri:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/mcp-uri',
+    messages:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/messages',
+    providedContext:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/provided-context',
+    reasoningSignature:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/reasoning-signature',
+    role: 'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role',
+    toolInput:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-arguments',
+    toolId:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-id',
+    toolName:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-name',
+    toolOutput:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result',
+    toolResultIsError:
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result-is-error',
+  },
+  __classDefs: {
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-chat']: [
+      'https://atomicdata.dev/properties/name',
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/messages',
+    ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-message']: [
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role',
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/content',
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/provided-context',
+    ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/file-part']: [
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/data',
+      'https://atomicdata.dev/properties/mimetype',
+      'https://atomicdata.dev/properties/filename',
+    ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/mcp-resource']: [
+      'https://atomicdata.dev/properties/name',
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/mcp-uri',
+      'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/mcp-server-id',
+      'https://atomicdata.dev/properties/mimetype',
+      'https://atomicdata.dev/properties/description',
+    ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/reasoning-part']:
+      [
+        'https://atomicdata.dev/properties/description',
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/reasoning-signature',
+      ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/source-url-part']:
+      [
+        'https://atomicdata.dev/property/url',
+        'https://atomicdata.dev/properties/name',
+      ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/text-part']: [
+      'https://atomicdata.dev/properties/description',
+    ],
+    ['https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/tool-call-part']:
+      [
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-id',
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-name',
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-arguments',
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result',
+        'https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result-is-error',
+      ],
+  },
+} as const satisfies OntologyBaseObject;
+
+// eslint-disable-next-line @typescript-eslint/no-namespace
+export namespace Ai {
+  export type AiChat = typeof ai.classes.aiChat;
+  export type AiMessage = typeof ai.classes.aiMessage;
+  export type FilePart = typeof ai.classes.filePart;
+  export type McpResource = typeof ai.classes.mcpResource;
+  export type ReasoningPart = typeof ai.classes.reasoningPart;
+  export type SourceUrlPart = typeof ai.classes.sourceUrlPart;
+  export type TextPart = typeof ai.classes.textPart;
+  export type ToolCallPart = typeof ai.classes.toolCallPart;
+}
+
+declare module '../index.js' {
+  interface Classes {
+    [ai.classes.aiChat]: {
+      requires: BaseProps | 'https://atomicdata.dev/properties/name';
+      recommends: typeof ai.properties.messages;
+    };
+    [ai.classes.aiMessage]: {
+      requires:
+        | BaseProps
+        | typeof ai.properties.role
+        | typeof ai.properties.parts;
+      recommends: typeof ai.properties.providedContext;
+    };
+    [ai.classes.filePart]: {
+      requires: BaseProps | typeof ai.properties.data;
+      recommends:
+        | 'https://atomicdata.dev/properties/mimetype'
+        | 'https://atomicdata.dev/properties/filename';
+    };
+    [ai.classes.mcpResource]: {
+      requires:
+        | BaseProps
+        | 'https://atomicdata.dev/properties/name'
+        | typeof ai.properties.mcpUri
+        | typeof ai.properties.mcpServerId;
+      recommends:
+        | 'https://atomicdata.dev/properties/mimetype'
+        | 'https://atomicdata.dev/properties/description';
+    };
+    [ai.classes.reasoningPart]: {
+      requires: BaseProps | 'https://atomicdata.dev/properties/description';
+      recommends: typeof ai.properties.reasoningSignature;
+    };
+    [ai.classes.sourceUrlPart]: {
+      requires: BaseProps | 'https://atomicdata.dev/property/url';
+      recommends: 'https://atomicdata.dev/properties/name';
+    };
+    [ai.classes.textPart]: {
+      requires: BaseProps | 'https://atomicdata.dev/properties/description';
+      recommends: never;
+    };
+    [ai.classes.toolCallPart]: {
+      requires:
+        | BaseProps
+        | typeof ai.properties.toolId
+        | typeof ai.properties.toolName;
+      recommends:
+        | typeof ai.properties.toolInput
+        | typeof ai.properties.toolOutput
+        | typeof ai.properties.toolResultIsError;
+    };
+  }
+
+  interface PropTypeMapping {
+    [ai.properties.parts]: string[];
+    [ai.properties.data]: string;
+    [ai.properties.mcpServerId]: string;
+    [ai.properties.mcpUri]: string;
+    [ai.properties.messages]: string[];
+    [ai.properties.providedContext]: string[];
+    [ai.properties.reasoningSignature]: string;
+    [ai.properties.role]: string;
+    [ai.properties.toolInput]: JSONValue;
+    [ai.properties.toolId]: string;
+    [ai.properties.toolName]: string;
+    [ai.properties.toolOutput]: JSONValue;
+    [ai.properties.toolResultIsError]: boolean;
+  }
+
+  interface PropSubjectToNameMapping {
+    [ai.properties.parts]: 'parts';
+    [ai.properties.data]: 'data';
+    [ai.properties.mcpServerId]: 'mcpServerId';
+    [ai.properties.mcpUri]: 'mcpUri';
+    [ai.properties.messages]: 'messages';
+    [ai.properties.providedContext]: 'providedContext';
+    [ai.properties.reasoningSignature]: 'reasoningSignature';
+    [ai.properties.role]: 'role';
+    [ai.properties.toolInput]: 'toolInput';
+    [ai.properties.toolId]: 'toolId';
+    [ai.properties.toolName]: 'toolName';
+    [ai.properties.toolOutput]: 'toolOutput';
+    [ai.properties.toolResultIsError]: 'toolResultIsError';
+  }
+}
diff --git a/browser/lib/src/ontologies/dataBrowser.ts b/browser/lib/src/ontologies/dataBrowser.ts
index e09b4cdc0..557ec5645 100644
--- a/browser/lib/src/ontologies/dataBrowser.ts
+++ b/browser/lib/src/ontologies/dataBrowser.ts
@@ -308,7 +308,7 @@ declare module '../index.js' {
     [dataBrowser.properties.nextPage]: string;
     [dataBrowser.properties.numberFormatting]: string;
     [dataBrowser.properties.preview]: string;
-    [dataBrowser.properties.publishedAt]: number;
+    [dataBrowser.properties.publishedAt]: string;
     [dataBrowser.properties.replyTo]: string;
     [dataBrowser.properties.resources]: string[];
     [dataBrowser.properties.subResources]: string[];
diff --git a/browser/lib/src/ontologies/index.ts b/browser/lib/src/ontologies/index.ts
index 5236de66d..738af84ef 100644
--- a/browser/lib/src/ontologies/index.ts
+++ b/browser/lib/src/ontologies/index.ts
@@ -9,7 +9,8 @@ import { commits } from './commits.js';
 import { collections } from './collections.js';
 import { dataBrowser } from './dataBrowser.js';
 import { server } from './server.js';
+import { ai } from './ai.js';
 
 export function initOntologies(): void {
-  registerOntologies(core, commits, collections, dataBrowser, server);
+  registerOntologies(core, commits, collections, dataBrowser, server, ai);
 }
diff --git a/browser/pnpm-lock.yaml b/browser/pnpm-lock.yaml
index 04a09d2d3..b40a2b876 100644
--- a/browser/pnpm-lock.yaml
+++ b/browser/pnpm-lock.yaml
@@ -102,6 +102,9 @@ importers:
 
   data-browser:
     dependencies:
+      '@ai-sdk/react':
+        specifier: ^2.0.29
+        version: 2.0.29(react@19.0.0)(zod@4.1.5)
       '@bugsnag/core':
         specifier: ^7.25.0
         version: 7.25.0
@@ -135,6 +138,15 @@ importers:
       '@emotion/is-prop-valid':
         specifier: ^1.3.1
         version: 1.3.1
+      '@modelcontextprotocol/sdk':
+        specifier: ^1.13.3
+        version: 1.17.0
+      '@oddbird/css-anchor-positioning':
+        specifier: ^0.6.1
+        version: 0.6.1
+      '@openrouter/ai-sdk-provider':
+        specifier: ^1.2.0
+        version: 1.2.0(ai@5.0.29(zod@4.1.5))(zod@4.1.5)
       '@radix-ui/react-popover':
         specifier: ^1.1.2
         version: 1.1.2(@types/react-dom@19.0.1)(@types/react@19.0.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
@@ -147,30 +159,36 @@ importers:
       '@tanstack/react-router':
         specifier: ^1.95.1
         version: 1.95.1(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
+      '@tiptap/extension-file-handler':
+        specifier: ^2.25.0
+        version: 2.25.0(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/extension-text-style@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7)))
       '@tiptap/extension-image':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
       '@tiptap/extension-link':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-mention':
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)(@tiptap/suggestion@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7))
       '@tiptap/extension-placeholder':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
       '@tiptap/extension-typography':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
       '@tiptap/pm':
-        specifier: ^2.9.1
-        version: 2.9.1
+        specifier: ^2.11.7
+        version: 2.11.7
       '@tiptap/react':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
       '@tiptap/starter-kit':
-        specifier: ^2.9.1
-        version: 2.9.1
+        specifier: ^2.11.7
+        version: 2.11.7
       '@tiptap/suggestion':
-        specifier: ^2.9.1
-        version: 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
+        specifier: ^2.11.7
+        version: 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
       '@tomic/react':
         specifier: workspace:*
         version: link:../react
@@ -180,21 +198,27 @@ importers:
       '@uiw/react-codemirror':
         specifier: ^4.24.1
         version: 4.24.1(@babel/runtime@7.27.6)(@codemirror/autocomplete@6.18.6)(@codemirror/language@6.11.2)(@codemirror/lint@6.8.5)(@codemirror/search@6.5.11)(@codemirror/state@6.5.2)(@codemirror/theme-one-dark@6.1.3)(@codemirror/view@6.38.1)(codemirror@6.0.2)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
+      ai:
+        specifier: ^5.0.29
+        version: 5.0.29(zod@4.1.5)
       clsx:
         specifier: ^2.1.1
         version: 2.1.1
+      downshift:
+        specifier: ^9.0.9
+        version: 9.0.10(react@19.0.0)
       emoji-mart:
         specifier: ^5.6.0
         version: 5.6.0
+      ollama-ai-provider-v2:
+        specifier: ^1.3.1
+        version: 1.3.1(zod@4.1.5)
       polished:
         specifier: ^4.3.1
         version: 4.3.1
       prismjs:
         specifier: ^1.29.0
         version: 1.29.0
-      query-string:
-        specifier: ^7.1.3
-        version: 7.1.3
       quick-score:
         specifier: ^0.2.0
         version: 0.2.0
@@ -244,8 +268,8 @@ importers:
         specifier: ^4.0.0
         version: 4.0.0
       styled-components:
-        specifier: ^6.1.13
-        version: 6.1.13(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
+        specifier: ^6.1.19
+        version: 6.1.19(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
       stylis:
         specifier: 4.3.0
         version: 4.3.0
@@ -254,7 +278,10 @@ importers:
         version: 6.3.7
       tiptap-markdown:
         specifier: ^0.8.10
-        version: 0.8.10(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
+        version: 0.8.10(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      zod:
+        specifier: ^4.1.5
+        version: 4.1.5
     devDependencies:
       '@tanstack/router-devtools':
         specifier: ^1.95.1
@@ -268,9 +295,6 @@ importers:
       '@types/react-dom':
         specifier: ^19.0.0
         version: 19.0.1
-      '@types/react-pdf':
-        specifier: ^7.0.0
-        version: 7.0.0(@types/react@19.0.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
       '@types/react-window':
         specifier: ^1.8.8
         version: 1.8.8
@@ -282,7 +306,7 @@ importers:
         version: 19.1.0-rc.2
       babel-plugin-styled-components:
         specifier: ^2.1.4
-        version: 2.1.4(@babel/core@7.26.0)(styled-components@6.1.13(react-dom@19.0.0(react@19.0.0))(react@19.0.0))
+        version: 2.1.4(@babel/core@7.26.0)(styled-components@6.1.19(react-dom@19.0.0(react@19.0.0))(react@19.0.0))
       csstype:
         specifier: ^3.1.3
         version: 3.1.3
@@ -361,7 +385,7 @@ importers:
         version: 2.8.0
       tsup:
         specifier: ^8.3.5
-        version: 8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.47)(typescript@5.6.3)(yaml@2.6.0)
+        version: 8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.49)(typescript@5.6.3)(yaml@2.6.0)
       typescript:
         specifier: ^5.6.3
         version: 5.6.3
@@ -395,7 +419,7 @@ importers:
         version: 5.3.3
       tsup:
         specifier: ^8.3.5
-        version: 8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.47)(typescript@5.6.3)(yaml@2.6.0)
+        version: 8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.49)(typescript@5.6.3)(yaml@2.6.0)
       typescript:
         specifier: ^5.6.3
         version: 5.6.3
@@ -463,6 +487,32 @@ importers:
 
 packages:
 
+  '@ai-sdk/gateway@1.0.15':
+    resolution: {integrity: sha512-xySXoQ29+KbGuGfmDnABx+O6vc7Gj7qugmj1kGpn0rW0rQNn6UKUuvscKMzWyv1Uv05GyC1vqHq8ZhEOLfXscQ==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
+  '@ai-sdk/provider-utils@3.0.7':
+    resolution: {integrity: sha512-o3BS5/t8KnBL3ubP8k3w77AByOypLm+pkIL/DCw0qKkhDbvhCy+L3hRTGPikpdb8WHcylAeKsjgwOxhj4cqTUA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
+  '@ai-sdk/provider@2.0.0':
+    resolution: {integrity: sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==}
+    engines: {node: '>=18'}
+
+  '@ai-sdk/react@2.0.29':
+    resolution: {integrity: sha512-RJeI8k//leBrGtgFT0iPGiralLm78J8N6ZY8X0CCsCj2ldEvhQJSPROKR38oLJS3lLwppTK8sxE9LBomggossg==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.25.76 || ^4
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
   '@ampproject/remapping@2.3.0':
     resolution: {integrity: sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==}
     engines: {node: '>=6.0.0'}
@@ -1772,15 +1822,24 @@ packages:
   '@floating-ui/core@1.6.8':
     resolution: {integrity: sha512-7XJ9cPU+yI2QeLS+FCSlqNFZJq8arvswefkZrYI1yQBbftw6FyrZOxYSh+9S7z7TpeWlRt9zJ5IhM1WIL334jA==}
 
+  '@floating-ui/core@1.7.2':
+    resolution: {integrity: sha512-wNB5ooIKHQc+Kui96jE/n69rHFWAVoxn5CAzL1Xdd8FG03cgY3MLO+GF9U3W737fYDSgPWA6MReKhBQBop6Pcw==}
+
   '@floating-ui/dom@1.6.11':
     resolution: {integrity: sha512-qkMCxSR24v2vGkhYDo/UzxfJN3D4syqSjyuTFz6C7XcpU1pASPRieNI0Kj5VP3/503mOfYiGY891ugBX1GlABQ==}
 
+  '@floating-ui/dom@1.7.2':
+    resolution: {integrity: sha512-7cfaOQuCS27HD7DX+6ib2OrnW+b4ZBwDNnCcT0uTyidcmyWb03FnQqJybDBoCnpdxwBSfA94UAYlRCt7mV+TbA==}
+
   '@floating-ui/react-dom@2.1.2':
     resolution: {integrity: sha512-06okr5cgPzMNBy+Ycse2A6udMi4bqwW/zgBF/rwjcNqWkyr82Mcg8b0vjX8OJpZFy/FKjJmw6wV7t44kK6kW7A==}
     peerDependencies:
       react: '>=16.8.0'
       react-dom: '>=16.8.0'
 
+  '@floating-ui/utils@0.2.10':
+    resolution: {integrity: sha512-aGTxbpbg8/b5JfU1HXSrbH3wXZuLPJcNEcZQFMxLs3oSzgtVu6nFPkbbGGUvBcUjKV2YyB9Wxxabo+HEH9tcRQ==}
+
   '@floating-ui/utils@0.2.8':
     resolution: {integrity: sha512-kym7SodPp8/wloecOpcmSnWJsK7M0E5Wg8UcFA+uO4B9s5d0ywXOEro/8HM9x0rW+TljRzul/14UYz3TleT3ig==}
 
@@ -1896,6 +1955,10 @@ packages:
   '@microsoft/tsdoc@0.15.1':
     resolution: {integrity: sha512-4aErSrCR/On/e5G2hDP0wjooqDdauzEbIq8hIkIe5pXV0rtWJZvdCEKL0ykZxex+IxIwBp0eGeV48hQN07dXtw==}
 
+  '@modelcontextprotocol/sdk@1.17.0':
+    resolution: {integrity: sha512-qFfbWFA7r1Sd8D697L7GkTd36yqDuTkvz0KfOGkgXR8EUhQn3/EDNIR/qUdQNMT8IjmasBvHWuXeisxtXTQT2g==}
+    engines: {node: '>=18'}
+
   '@netlify/binary-info@1.0.0':
     resolution: {integrity: sha512-4wMPu9iN3/HL97QblBsBay3E1etIciR84izI3U+4iALY+JHCrI+a2jO0qbAZ/nxKoegypYEaiiqWXylm+/zfrw==}
 
@@ -2133,10 +2196,24 @@ packages:
   '@octokit/types@13.6.1':
     resolution: {integrity: sha512-PHZE9Z+kWXb23Ndik8MKPirBPziOc0D2/3KH1P+6jK5nGWe96kadZuE4jev2/Jq7FvIfTlT2Ltg8Fv2x1v0a5g==}
 
+  '@oddbird/css-anchor-positioning@0.6.1':
+    resolution: {integrity: sha512-/M1guQMJROMAFjS0uTmcg93S2X5r0Gwe6m5DqmRrGxNEUe1llmY6/Qw8UuhvexP6yeD+GDCP9CJtXBJS1vS9UQ==}
+
+  '@openrouter/ai-sdk-provider@1.2.0':
+    resolution: {integrity: sha512-stuIwq7Yb7DNmk3GuCtz+oS3nZOY4TXEV3V5KsknDGQN7Fpu3KRMQVWRc1J073xKdf0FC9EHOctSyzsACmp5Ag==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      ai: ^5.0.0
+      zod: ^3.24.1 || ^v4
+
   '@opentelemetry/api@1.8.0':
     resolution: {integrity: sha512-I/s6F7yKUDdtMsoBWXJe8Qz40Tui5vsuKCWJEWVL+5q9sSWRzzx6v2KeNsOBEwd94j0eWkpWCH4yB6rZg9Mf0w==}
     engines: {node: '>=8.0.0'}
 
+  '@opentelemetry/api@1.9.0':
+    resolution: {integrity: sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg==}
+    engines: {node: '>=8.0.0'}
+
   '@parcel/watcher-android-arm64@2.4.1':
     resolution: {integrity: sha512-LOi/WTbbh3aTn2RYddrO8pnapixAziFl6SMxHM69r3tvdSm94JtCenaKgk1GRg5FJ5wpMCpHeW+7yqPlvZv7kg==}
     engines: {node: '>= 10.0.0'}
@@ -2745,6 +2822,9 @@ packages:
     resolution: {integrity: sha512-doH1gimEu3A46VX6aVxpHTeHrytJAG6HgdxntYnCFiIFHEM/ZGpG8KiZGBChchjQmG0XFIBL552kBTjVcMZXwQ==}
     engines: {node: '>=12'}
 
+  '@standard-schema/spec@1.0.0':
+    resolution: {integrity: sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA==}
+
   '@surma/rollup-plugin-off-main-thread@2.2.3':
     resolution: {integrity: sha512-lR8q/9W7hZpMWweNiAKU7NQerBnzQQLvi8qnTDU/fxItPhtZVMbPV3lbCwjhIlNBe9Bbr5V+KHshvWmVSG9cxQ==}
 
@@ -2891,161 +2971,174 @@ packages:
   '@tanstack/store@0.7.0':
     resolution: {integrity: sha512-CNIhdoUsmD2NolYuaIs8VfWM467RK6oIBAW4nPEKZhg1smZ+/CwtCdpURgp7nxSqOaV9oKkzdWD80+bC66F/Jg==}
 
-  '@tiptap/core@2.9.1':
-    resolution: {integrity: sha512-tifnLL/ARzQ6/FGEJjVwj9UT3v+pENdWHdk9x6F3X0mB1y0SeCjV21wpFLYESzwNdBPAj8NMp8Behv7dBnhIfw==}
+  '@tiptap/core@2.11.7':
+    resolution: {integrity: sha512-zN+NFFxLsxNEL8Qioc+DL6b8+Tt2bmRbXH22Gk6F6nD30x83eaUSFlSv3wqvgyCq3I1i1NO394So+Agmayx6rQ==}
     peerDependencies:
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-blockquote@2.9.1':
-    resolution: {integrity: sha512-Y0jZxc/pdkvcsftmEZFyG+73um8xrx6/DMfgUcNg3JAM63CISedNcr+OEI11L0oFk1KFT7/aQ9996GM6Kubdqg==}
+  '@tiptap/extension-blockquote@2.11.7':
+    resolution: {integrity: sha512-liD8kWowl3CcYCG9JQlVx1eSNc/aHlt6JpVsuWvzq6J8APWX693i3+zFqyK2eCDn0k+vW62muhSBe3u09hA3Zw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-bold@2.9.1':
-    resolution: {integrity: sha512-e2P1zGpnnt4+TyxTC5pX/lPxPasZcuHCYXY0iwQ3bf8qRQQEjDfj3X7EI+cXqILtnhOiviEOcYmeu5op2WhQDg==}
+  '@tiptap/extension-bold@2.11.7':
+    resolution: {integrity: sha512-VTR3JlldBixXbjpLTFme/Bxf1xeUgZZY3LTlt5JDlCW3CxO7k05CIa+kEZ8LXpog5annytZDUVtWqxrNjmsuHQ==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-bubble-menu@2.9.1':
-    resolution: {integrity: sha512-DWUF6NG08/bZDWw0jCeotSTvpkyqZTi4meJPomG9Wzs/Ol7mEwlNCsCViD999g0+IjyXFatBk4DfUq1YDDu++Q==}
+  '@tiptap/extension-bubble-menu@2.11.7':
+    resolution: {integrity: sha512-0vYqSUSSap3kk3/VT4tFE1/6StX70I3/NKQ4J68ZSFgkgyB3ZVlYv7/dY3AkEukjsEp3yN7m8Gw8ei2eEwyzwg==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-bullet-list@2.9.1':
-    resolution: {integrity: sha512-0hizL/0j9PragJObjAWUVSuGhN1jKjCFnhLQVRxtx4HutcvS/lhoWMvFg6ZF8xqWgIa06n6A7MaknQkqhTdhKA==}
+  '@tiptap/extension-bullet-list@2.11.7':
+    resolution: {integrity: sha512-WbPogE2/Q3e3/QYgbT1Sj4KQUfGAJNc5pvb7GrUbvRQsAh7HhtuO8hqdDwH8dEdD/cNUehgt17TO7u8qV6qeBw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-code-block@2.9.1':
-    resolution: {integrity: sha512-A/50wPWDqEUUUPhrwRKILP5gXMO5UlQ0F6uBRGYB9CEVOREam9yIgvONOnZVJtszHqOayjIVMXbH/JMBeq11/g==}
+  '@tiptap/extension-code-block@2.11.7':
+    resolution: {integrity: sha512-To/y/2H04VWqiANy53aXjV7S6fA86c2759RsH1hTIe57jA1KyE7I5tlAofljOLZK/covkGmPeBddSPHGJbz++Q==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-code@2.9.1':
-    resolution: {integrity: sha512-WQqcVGe7i/E+yO3wz5XQteU1ETNZ00euUEl4ylVVmH2NM4Dh0KDjEhbhHlCM0iCfLUo7jhjC7dmS+hMdPUb+Tg==}
+  '@tiptap/extension-code@2.11.7':
+    resolution: {integrity: sha512-VpPO1Uy/eF4hYOpohS/yMOcE1C07xmMj0/D989D9aS1x95jWwUVrSkwC+PlWMUBx9PbY2NRsg1ZDwVvlNKZ6yQ==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-document@2.9.1':
-    resolution: {integrity: sha512-1a+HCoDPnBttjqExfYLwfABq8MYdiowhy/wp8eCxVb6KGFEENO53KapstISvPzqH7eOi+qRjBB1KtVYb/ZXicg==}
+  '@tiptap/extension-document@2.11.7':
+    resolution: {integrity: sha512-95ouJXPjdAm9+VBRgFo4lhDoMcHovyl/awORDI8gyEn0Rdglt+ZRZYoySFzbVzer9h0cre+QdIwr9AIzFFbfdA==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-dropcursor@2.9.1':
-    resolution: {integrity: sha512-wJZspSmJRkDBtPkzFz1g7gvZOEOayk8s93UHsgbJxcV4VWHYleZ5XhT74sZunSjefNDm3qC6v2BSgLp3vNHVKQ==}
+  '@tiptap/extension-dropcursor@2.11.7':
+    resolution: {integrity: sha512-63mL+nxQILizsr5NbmgDeOjFEWi34BLt7evwL6UUZEVM15K8V1G8pD9Y0kCXrZYpHWz0tqFRXdrhDz0Ppu8oVw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-floating-menu@2.9.1':
-    resolution: {integrity: sha512-MxZ7acNNsoNaKpetxfwi3Z11Bgrh0T2EJlCV77v9N1vWK38+st3H1WJanmLbPNtc2ocvhHJrz+DjDz3CWxQ9rQ==}
+  '@tiptap/extension-file-handler@2.25.0':
+    resolution: {integrity: sha512-8qALTIz8rRumHP1vXYwCJ8IflfWJ8b9PMc/pcTOmyMfpUzwSn9tO6iVjuvWr5VgrcSgWErJB3YUq/1JiyxiCDA==}
+    peerDependencies:
+      '@tiptap/core': ^2.7.0
+      '@tiptap/extension-text-style': ^2.7.0
+
+  '@tiptap/extension-floating-menu@2.14.0':
+    resolution: {integrity: sha512-Khx7M7RfZlD1/T/PUlpJmao6FtEBa2L6td2hhaW1USflwGJGk0U/ud4UEqh+aZoJZrkot/EMhEvzmORF3nq+xw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-gapcursor@2.9.1':
-    resolution: {integrity: sha512-jsRBmX01vr+5H02GljiHMo0n5H1vzoMLmFarxe0Yq2d2l9G/WV2VWX2XnGliqZAYWd1bI0phs7uLQIN3mxGQTw==}
+  '@tiptap/extension-gapcursor@2.11.7':
+    resolution: {integrity: sha512-EceesmPG7FyjXZ8EgeJPUov9G1mAf2AwdypxBNH275g6xd5dmU/KvjoFZjmQ0X1ve7mS+wNupVlGxAEUYoveew==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-hard-break@2.9.1':
-    resolution: {integrity: sha512-fCuaOD/b7nDjm47PZ58oanq7y4ccS2wjPh42Qm0B0yipu/1fmC8eS1SmaXmk28F89BLtuL6uOCtR1spe+lZtlQ==}
+  '@tiptap/extension-hard-break@2.11.7':
+    resolution: {integrity: sha512-zTkZSA6q+F5sLOdCkiC2+RqJQN0zdsJqvFIOVFL/IDVOnq6PZO5THzwRRLvOSnJJl3edRQCl/hUgS0L5sTInGQ==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-heading@2.9.1':
-    resolution: {integrity: sha512-SjZowzLixOFaCrV2cMaWi1mp8REK0zK1b3OcVx7bCZfVSmsOETJyrAIUpCKA8o60NwF7pwhBg0MN8oXlNKMeFw==}
+  '@tiptap/extension-heading@2.11.7':
+    resolution: {integrity: sha512-8kWh7y4Rd2fwxfWOhFFWncHdkDkMC1Z60yzIZWjIu72+6yQxvo8w3yeb7LI7jER4kffbMmadgcfhCHC/fkObBA==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-history@2.9.1':
-    resolution: {integrity: sha512-wp9qR1NM+LpvyLZFmdNaAkDq0d4jDJ7z7Fz7icFQPu31NVxfQYO3IXNmvJDCNu8hFAbImpA5aG8MBuwzRo0H9w==}
+  '@tiptap/extension-history@2.11.7':
+    resolution: {integrity: sha512-Cu5x3aS13I040QSRoLdd+w09G4OCVfU+azpUqxufZxeNs9BIJC+0jowPLeOxKDh6D5GGT2A8sQtxc6a/ssbs8g==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-horizontal-rule@2.9.1':
-    resolution: {integrity: sha512-ydUhABeaBI1CoJp+/BBqPhXINfesp1qMNL/jiDcMsB66fsD4nOyphpAJT7FaRFZFtQVF06+nttBtFZVkITQVqg==}
+  '@tiptap/extension-horizontal-rule@2.11.7':
+    resolution: {integrity: sha512-uVmQwD2dzZ5xwmvUlciy0ItxOdOfQjH6VLmu80zyJf8Yu7mvwP8JyxoXUX0vd1xHpwAhgQ9/ozjIWYGIw79DPQ==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-image@2.9.1':
-    resolution: {integrity: sha512-aGqJnsuS8oagIhsx7wetm8jw4NEDsOV0OSx4FQ4VPlUqWlnzK0N+erFKKJmXTdAxL8PGzoPSlITFH63MV3eV3Q==}
+  '@tiptap/extension-image@2.11.7':
+    resolution: {integrity: sha512-YvCmTDB7Oo+A56tR4S/gcNaYpqU4DDlSQcRp5IQvmQV5EekSe0lnEazGDoqOCwsit9qQhj4MPQJhKrnaWrJUrg==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-italic@2.9.1':
-    resolution: {integrity: sha512-VkNA6Vz96+/+7uBlsgM7bDXXx4b62T1fDam/3UKifA72aD/fZckeWrbT7KrtdUbzuIniJSbA0lpTs5FY29+86Q==}
+  '@tiptap/extension-italic@2.11.7':
+    resolution: {integrity: sha512-r985bkQfG0HMpmCU0X0p/Xe7U1qgRm2mxvcp6iPCuts2FqxaCoyfNZ8YnMsgVK1mRhM7+CQ5SEg2NOmQNtHvPw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-link@2.9.1':
-    resolution: {integrity: sha512-yG+e3e8cCCN9dZjX4ttEe3e2xhh58ryi3REJV4MdiEkOT9QF75Bl5pUbMIS4tQ8HkOr04QBFMHKM12kbSxg1BA==}
+  '@tiptap/extension-link@2.11.7':
+    resolution: {integrity: sha512-qKIowE73aAUrnQCIifYP34xXOHOsZw46cT/LBDlb0T60knVfQoKVE4ku08fJzAV+s6zqgsaaZ4HVOXkQYLoW7g==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-list-item@2.9.1':
-    resolution: {integrity: sha512-6O4NtYNR5N2Txi4AC0/4xMRJq9xd4+7ShxCZCDVL0WDVX37IhaqMO7LGQtA6MVlYyNaX4W1swfdJaqrJJ5HIUw==}
+  '@tiptap/extension-list-item@2.11.7':
+    resolution: {integrity: sha512-6ikh7Y+qAbkSuIHXPIINqfzmWs5uIGrylihdZ9adaIyvrN1KSnWIqrZIk/NcZTg5YFIJlXrnGSRSjb/QM3WUhw==}
+    peerDependencies:
+      '@tiptap/core': ^2.7.0
+
+  '@tiptap/extension-mention@2.11.7':
+    resolution: {integrity: sha512-Q/fkceDOug4VjiqrCRLzBnOL9Oj+XugWwDgwfucJJMBOJxZ3++3eZGZ54dri/xK39A4ZD+xuMBF7PrJIy+Z5dw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
+      '@tiptap/pm': ^2.7.0
+      '@tiptap/suggestion': ^2.7.0
 
-  '@tiptap/extension-ordered-list@2.9.1':
-    resolution: {integrity: sha512-6J9jtv1XP8dW7/JNSH/K4yiOABc92tBJtgCsgP8Ep4+fjfjdj4HbjS1oSPWpgItucF2Fp/VF8qg55HXhjxHjTw==}
+  '@tiptap/extension-ordered-list@2.11.7':
+    resolution: {integrity: sha512-bLGCHDMB0vbJk7uu8bRg8vES3GsvxkX7Cgjgm/6xysHFbK98y0asDtNxkW1VvuRreNGz4tyB6vkcVCfrxl4jKw==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-paragraph@2.9.1':
-    resolution: {integrity: sha512-JOmT0xd4gd3lIhLwrsjw8lV+ZFROKZdIxLi0Ia05XSu4RLrrvWj0zdKMSB+V87xOWfSB3Epo95zAvnPox5Q16A==}
+  '@tiptap/extension-paragraph@2.11.7':
+    resolution: {integrity: sha512-Pl3B4q6DJqTvvAdraqZaNP9Hh0UWEHL5nNdxhaRNuhKaUo7lq8wbDSIxIW3lvV0lyCs0NfyunkUvSm1CXb6d4Q==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-placeholder@2.9.1':
-    resolution: {integrity: sha512-Q/w3OOg/C6jGBf4QKEWKF9k+iaCQCgPoaIg2IDTPx8QmaxRfgoVE5Csd+oTOY/brdmSNXOxykZWEci6OJP+MbA==}
+  '@tiptap/extension-placeholder@2.11.7':
+    resolution: {integrity: sha512-/06zXV4HIjYoiaUq1fVJo/RcU8pHbzx21evOpeG/foCfNpMI4xLU/vnxdUi6/SQqpZMY0eFutDqod1InkSOqsg==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
 
-  '@tiptap/extension-strike@2.9.1':
-    resolution: {integrity: sha512-V5aEXdML+YojlPhastcu7w4biDPwmzy/fWq0T2qjfu5Te/THcqDmGYVBKESBm5x6nBy5OLkanw2O+KHu2quDdg==}
+  '@tiptap/extension-strike@2.11.7':
+    resolution: {integrity: sha512-D6GYiW9F24bvAY7XMOARNZbC8YGPzdzWdXd8VOOJABhf4ynMi/oW4NNiko+kZ67jn3EGaKoz32VMJzNQgYi1HA==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-text-style@2.9.1':
-    resolution: {integrity: sha512-LAxc0SeeiPiAVBwksczeA7BJSZb6WtVpYhy5Esvy9K0mK5kttB4KxtnXWeQzMIJZQbza65yftGKfQlexf/Y7yg==}
+  '@tiptap/extension-text-style@2.11.7':
+    resolution: {integrity: sha512-LHO6DBg/9SkCQFdWlVfw9nolUmw+Cid94WkTY+7IwrpyG2+ZGQxnKpCJCKyeaFNbDoYAtvu0vuTsSXeCkgShcA==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-text@2.9.1':
-    resolution: {integrity: sha512-3wo9uCrkLVLQFgbw2eFU37QAa1jq1/7oExa+FF/DVxdtHRS9E2rnUZ8s2hat/IWzvPUHXMwo3Zg2XfhoamQpCA==}
+  '@tiptap/extension-text@2.11.7':
+    resolution: {integrity: sha512-wObCn8qZkIFnXTLvBP+X8KgaEvTap/FJ/i4hBMfHBCKPGDx99KiJU6VIbDXG8d5ZcFZE0tOetK1pP5oI7qgMlQ==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/extension-typography@2.9.1':
-    resolution: {integrity: sha512-HX0kghh+Gmlp5FsVVGmQNRxxA+aErLBgmKVspycJ3UHzAkyzsdx4qM19KCZ3pMOI+kxcXF9cMh3QxJYJ+OQ7wg==}
+  '@tiptap/extension-typography@2.11.7':
+    resolution: {integrity: sha512-qyYROxuXuMAMw30RXFYjr9mfZv+7avD3BW+fVEIa3lwnUMFNExHj6j2HMgYvrPVByGXlQU/4uHWcB0uiG0Bf1w==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
 
-  '@tiptap/pm@2.9.1':
-    resolution: {integrity: sha512-mvV86fr7kEuDYEApQ2uMPCKL2uagUE0BsXiyyz3KOkY1zifyVm1fzdkscb24Qy1GmLzWAIIihA+3UHNRgYdOlQ==}
+  '@tiptap/pm@2.11.7':
+    resolution: {integrity: sha512-7gEEfz2Q6bYKXM07vzLUD0vqXFhC5geWRA6LCozTiLdVFDdHWiBrvb2rtkL5T7mfLq03zc1QhH7rI3F6VntOEA==}
 
-  '@tiptap/react@2.9.1':
-    resolution: {integrity: sha512-LQJ34ZPfXtJF36SZdcn4Fiwsl2WxZ9YRJI87OLnsjJ45O+gV/PfBzz/4ap+LF8LOS0AbbGhTTjBOelPoNm+aYA==}
+  '@tiptap/react@2.11.7':
+    resolution: {integrity: sha512-gQZEUkAoPsBptnB4T2gAtiUxswjVGhfsM9vOElQco+b11DYmy110T2Zuhg+2YGvB/CG3RoWJx34808P0FX1ijA==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
-      react: ^17.0.0 || ^18.0.0
-      react-dom: ^17.0.0 || ^18.0.0
+      react: ^17.0.0 || ^18.0.0 || ^19.0.0
+      react-dom: ^17.0.0 || ^18.0.0 || ^19.0.0
 
-  '@tiptap/starter-kit@2.9.1':
-    resolution: {integrity: sha512-nsw6UF/7wDpPfHRhtGOwkj1ipIEiWZS1VGw+c14K61vM1CNj0uQ4jogbHwHZqN1dlL5Hh+FCqUHDPxG6ECbijg==}
+  '@tiptap/starter-kit@2.11.7':
+    resolution: {integrity: sha512-K+q51KwNU/l0kqRuV5e1824yOLVftj6kGplGQLvJG56P7Rb2dPbM/JeaDbxQhnHT/KDGamG0s0Po0M3pPY163A==}
 
-  '@tiptap/suggestion@2.9.1':
-    resolution: {integrity: sha512-MMxwpbtocxUsbmc8qtFY1AQYNTW5i/M4aNSv9zsKKRISaS5hMD7XVrw2eod0x0yEqZU3izLiPDZPmgr8glF+jQ==}
+  '@tiptap/suggestion@2.11.7':
+    resolution: {integrity: sha512-I1ckVAEErpErPn/H9ZdDmTb5zuPNPiKj3krxCtJDUU4+3we0cgJY9NQFXl9//mrug3UIngH0ZQO+arbZfIk75A==}
     peerDependencies:
       '@tiptap/core': ^2.7.0
       '@tiptap/pm': ^2.7.0
@@ -3087,6 +3180,9 @@ packages:
   '@types/cookie@0.6.0':
     resolution: {integrity: sha512-4Kh9a6B2bQciAhf7FSuMRRkUWecJgJu9nPnx3yzpsfXX/c50REIqpHY4C82bXP90qrLtXtkDxTZosYO3UpOwlA==}
 
+  '@types/css-tree@2.3.10':
+    resolution: {integrity: sha512-WcaBazJ84RxABvRttQjjFWgTcHvZR9jGr0Y3hccPkHjFyk/a3N8EuxjKr+QfrwjoM5b1yI1Uj1i7EzOAAwBwag==}
+
   '@types/d3-array@3.2.1':
     resolution: {integrity: sha512-Y2Jn2idRrLzUfAKV2LyRImR+y4oa2AntrgID95SHJxuMUrkNXmanDSed71sRNZysveJVt1hLLemQZIady0FpEg==}
 
@@ -3277,10 +3373,6 @@ packages:
   '@types/react-dom@19.0.1':
     resolution: {integrity: sha512-hljHij7MpWPKF6u5vojuyfV0YA4YURsQG7KT6SzV0Zs2BXAtgdTxG6A229Ub/xiWV4w/7JL8fi6aAyjshH4meA==}
 
-  '@types/react-pdf@7.0.0':
-    resolution: {integrity: sha512-G0a+5UiKk3AvEauBP/Js7r9kGZNW3iBbS6kXkH0foGSaKWR6K3ElTe7Y4tlolc2VKbM9udmMxpkbxh/dtR2wXA==}
-    deprecated: This is a stub types definition. react-pdf provides its own type definitions, so you do not need this installed.
-
   '@types/react-router-dom@5.3.3':
     resolution: {integrity: sha512-kpqnYK4wcdm5UaWI3fLcELopqLrHgLqNsdpHauzlQktfkHL3npOSwtj1Uz9oKBAzs7lFtVkV8j83voAz2D8fhw==}
 
@@ -3576,6 +3668,10 @@ packages:
     resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
     engines: {node: '>= 0.6'}
 
+  accepts@2.0.0:
+    resolution: {integrity: sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==}
+    engines: {node: '>= 0.6'}
+
   acorn-import-attributes@1.9.5:
     resolution: {integrity: sha512-n02Vykv5uA3eHGM/Z2dQrcD56kL8TyDb2p1+0P83PClMnC/nc+anbQRhIOWnSq4Ke/KvDPrY3C9hDtC/A3eHnQ==}
     peerDependencies:
@@ -3626,6 +3722,12 @@ packages:
     resolution: {integrity: sha512-0poP0T7el6Vq3rstR8Mn4V/IQrpBLO6POkUSrN7RhyY+GF/InCFShQzsQ39T25gkHhLgSLByyAz+Kjb+c2L98w==}
     engines: {node: '>=12'}
 
+  ai@5.0.29:
+    resolution: {integrity: sha512-jA/d6X5hn3r/PxgZjwzDUMJiEkLBIVVD2gcbpcT/FD4MSLxm5sn6fH1y2VFXVgBEd95mNzQ8ALQubysc6E8Y9g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
   ajv-draft-04@1.0.0:
     resolution: {integrity: sha512-mv00Te6nmYbRp5DCwclxtt7yV/joXJPGS7nM+97GdxvuttCOfgI3K4U25zboyeX0O+myI8ERluxQe5wljMmVIw==}
     peerDependencies:
@@ -4003,6 +4105,10 @@ packages:
     resolution: {integrity: sha512-7rAxByjUMqQ3/bHJy7D6OGXvx/MMc4IqBn/X0fcM1QUcAItpZrBEYhWGem+tzXH90c+G01ypMcYJBO9Y30203g==}
     engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
 
+  body-parser@2.2.0:
+    resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
+    engines: {node: '>=18'}
+
   boolbase@1.0.0:
     resolution: {integrity: sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==}
 
@@ -4375,6 +4481,9 @@ packages:
     resolution: {integrity: sha512-6FqVXeETqWPoGcfzrXb37E50NP0LXT8kAMu5ooZayhWWdgEY4lBEEcbQNXtkuKQsGduxiIcI4gOTsxTmuq/bSg==}
     engines: {node: '>= 14'}
 
+  compute-scroll-into-view@3.1.1:
+    resolution: {integrity: sha512-VRhuHOLoKYOy4UbilLbUzbYg93XLjv2PncJC50EuTWPA3gaja1UjBsUP/D/9/juV3vQFr6XBEzn9KCAHdUvOHw==}
+
   concat-map@0.0.1:
     resolution: {integrity: sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==}
 
@@ -4407,6 +4516,10 @@ packages:
     resolution: {integrity: sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==}
     engines: {node: '>= 0.6'}
 
+  content-disposition@1.0.0:
+    resolution: {integrity: sha512-Au9nRL8VNUut/XSzbQA38+M78dzP4D+eqg3gfJHMIHHYa3bg067xj1KxMUWj+VULbiZMowKngFFbKczUrNJ1mg==}
+    engines: {node: '>= 0.6'}
+
   content-type@1.0.5:
     resolution: {integrity: sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==}
     engines: {node: '>= 0.6'}
@@ -4420,6 +4533,10 @@ packages:
   cookie-signature@1.0.6:
     resolution: {integrity: sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ==}
 
+  cookie-signature@1.2.2:
+    resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
+    engines: {node: '>=6.6.0'}
+
   cookie@0.6.0:
     resolution: {integrity: sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw==}
     engines: {node: '>= 0.6'}
@@ -4438,6 +4555,10 @@ packages:
   core-util-is@1.0.3:
     resolution: {integrity: sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==}
 
+  cors@2.8.5:
+    resolution: {integrity: sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==}
+    engines: {node: '>= 0.10'}
+
   cosmiconfig@7.1.0:
     resolution: {integrity: sha512-AdmX6xUzdNASswsFtmwSt7Vj8po9IuqXm0UXz7QKPuEUmPB4XyjGfaAr2PSuELMwkRMVH1EpIkX5bTZGRB3eCA==}
     engines: {node: '>=10'}
@@ -4477,6 +4598,10 @@ packages:
     resolution: {integrity: sha512-iRDPJKUPVEND7dHPO8rkbOnPpyDygcDFtWjpeWNCgy8WP2rXcxXL8TskReQl6OrB2G7+UJrags1q15Fudc7G6w==}
     engines: {node: '>= 8'}
 
+  cross-spawn@7.0.6:
+    resolution: {integrity: sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==}
+    engines: {node: '>= 8'}
+
   crossws@0.3.1:
     resolution: {integrity: sha512-HsZgeVYaG+b5zA+9PbIPGq4+J/CJynJuearykPsXx4V/eMhyQ5EDVg3Ak2FBZtVXCiOLu/U7IiwDHTr9MA+IKw==}
 
@@ -4506,6 +4631,10 @@ packages:
     resolution: {integrity: sha512-6Fv1DV/TYw//QF5IzQdqsNDjx/wc8TrMBZsqjL9eW01tWb7R7k/mq+/VXfJCl7SoD5emsJop9cOByJZfs8hYIw==}
     engines: {node: ^10 || ^12.20.0 || ^14.13.0 || >=15.0.0}
 
+  css-tree@3.1.0:
+    resolution: {integrity: sha512-0eW44TGN5SQXU1mWSkKwFstI/22X2bG1nYzZTYMAWjylYURhse752YgbE4Cx46AC+bAvI+/dYTPRk1LqSUnu6w==}
+    engines: {node: ^10 || ^12.20.0 || ^14.13.0 || >=15.0.0}
+
   css-what@6.1.0:
     resolution: {integrity: sha512-HTUrgRJ7r4dsZKU6GjmpfRK1O76h97Z8MfS1G0FozR+oF2kG6Vfe8JE6zwrkbxigziPHinCJ+gCPjA9EaBDtRw==}
     engines: {node: '>= 6'}
@@ -4650,10 +4779,6 @@ packages:
   decode-named-character-reference@1.0.2:
     resolution: {integrity: sha512-O8x12RzrUF8xyVcY0KJowWsmaJxQbmy0/EtnNtHRpsOcT7dFk5W598coHqBVpmWo1oQQfsCqfCmkZN5DJrZVdg==}
 
-  decode-uri-component@0.2.2:
-    resolution: {integrity: sha512-FqUYQ+8o158GyGTrMFJms9qh3CqTKvAqgqsTnkLI8sKu0028orqBhxNMFkFen0zGyg6epACD32pjVk58ngIErQ==}
-    engines: {node: '>=0.10'}
-
   decompress-response@4.2.1:
     resolution: {integrity: sha512-jOSne2qbyE+/r8G1VU+G/82LBs2Fs4LAsTiLSHOCOMZQl2OKZ6i8i4IyHemTe+/yIXOtTcRQMzPcgyhoFlqPkw==}
     engines: {node: '>=8'}
@@ -4831,6 +4956,11 @@ packages:
     resolution: {integrity: sha512-ZmdL2rui+eB2YwhsWzjInR8LldtZHGDoQ1ugH85ppHKwpUHL7j7rN0Ti9NCnGiQbhaZ11FpR+7ao1dNsmduNUg==}
     engines: {node: '>=12'}
 
+  downshift@9.0.10:
+    resolution: {integrity: sha512-TP/iqV6bBok6eGD5tZ8boM8Xt7/+DZvnVNr8cNIhbAm2oUBd79Tudiccs2hbcV9p7xAgS/ozE7Hxy3a9QqS6Mw==}
+    peerDependencies:
+      react: '>=16.12.0'
+
   dunder-proto@1.0.1:
     resolution: {integrity: sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==}
     engines: {node: '>= 0.4'}
@@ -5207,6 +5337,18 @@ packages:
     resolution: {integrity: sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==}
     engines: {node: '>=0.8.x'}
 
+  eventsource-parser@3.0.3:
+    resolution: {integrity: sha512-nVpZkTMM9rF6AQ9gPJpFsNAMt48wIzB5TQgiTLdHiuO8XEDhUgZEhqKlZWXbIzo9VmJ/HvysHqEaVeD5v9TPvA==}
+    engines: {node: '>=20.0.0'}
+
+  eventsource-parser@3.0.6:
+    resolution: {integrity: sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg==}
+    engines: {node: '>=18.0.0'}
+
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
   execa@4.1.0:
     resolution: {integrity: sha512-j5W0//W7f8UxAn8hXVnwG8tLwdiUy4FJLcSupCg6maBYZDpyBvTApK7KyuI4bKj8KOh1r2YH+6ucuYtJv1bTZA==}
     engines: {node: '>=10'}
@@ -5231,10 +5373,20 @@ packages:
     resolution: {integrity: sha512-1KboYwxxCG5kwkJHR5LjFDTD1Mgl8n4PIMcCuhhd/1OqaxlC68P3QKbvvAbZVUtVgtlxEdTgSUwf6yxwzRCuuA==}
     engines: {node: '>= 0.10.26'}
 
+  express-rate-limit@7.5.1:
+    resolution: {integrity: sha512-7iN8iPMDzOMHPUYllBEsQdWVB6fPDMPqwjBaFrgr4Jgr/+okjvzAy+UHlYYL/Vs0OsOrMkwS6PJDkFlJwoxUnw==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
   express@4.21.1:
     resolution: {integrity: sha512-YSFlK1Ee0/GC8QaO91tHcDxJiE/X4FbpAyQWkxAvG6AXCuR65YzK8ua6D9hvi/TzUfZMpc+BwuM1IPw8fmQBiQ==}
     engines: {node: '>= 0.10.0'}
 
+  express@5.1.0:
+    resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
+    engines: {node: '>= 18'}
+
   ext-list@2.2.2:
     resolution: {integrity: sha512-u+SQgsubraE6zItfVA0tBuCBhfU9ogSRnsvygI7wht9TS510oLkBRXBsqopeUG/GBOIQyKZO9wjTqIu/sf5zFA==}
     engines: {node: '>=0.10.0'}
@@ -5398,10 +5550,6 @@ packages:
     resolution: {integrity: sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==}
     engines: {node: '>=8'}
 
-  filter-obj@1.1.0:
-    resolution: {integrity: sha512-8rXg1ZnX7xzy2NGDVkBVaAy+lSlPNwad13BtgSlLuxfIslyt5Vg64U7tFcCt4WS1R0hvtnQybT/IyCkGZ3DpXQ==}
-    engines: {node: '>=0.10.0'}
-
   filter-obj@3.0.0:
     resolution: {integrity: sha512-oQZM+QmVni8MsYzcq9lgTHD/qeLqaG8XaOPOW7dzuSafVxSUlH1+1ZDefj2OD9f2XsmG5lFl2Euc9NI4jgwFWg==}
     engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
@@ -5414,6 +5562,10 @@ packages:
     resolution: {integrity: sha512-6BN9trH7bp3qvnrRyzsBz+g3lZxTNZTbVO2EV1CS0WIcDbawYVdYvGflME/9QP0h0pYlCDBCTjYa9nZzMDpyxQ==}
     engines: {node: '>= 0.8'}
 
+  finalhandler@2.1.0:
+    resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
+    engines: {node: '>= 0.8'}
+
   find-cache-dir@3.3.2:
     resolution: {integrity: sha512-wXZV5emFEjrridIgED11OoUKLxiYjAcqot/NJdAkOhlJ+vGzwhOAfcG5OX1jP+S0PcjEn8bdMJv+g2jwQ3Onig==}
     engines: {node: '>=8'}
@@ -5506,6 +5658,10 @@ packages:
     resolution: {integrity: sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q==}
     engines: {node: '>= 0.6'}
 
+  fresh@2.0.0:
+    resolution: {integrity: sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==}
+    engines: {node: '>= 0.8'}
+
   from2-array@0.0.4:
     resolution: {integrity: sha512-0G0cAp7sYLobH7ALsr835x98PU/YeVF7wlwxdWbCUaea7wsa7lJfKZUAo6p2YZGZ8F94luCuqHZS3JtFER6uPg==}
 
@@ -5914,6 +6070,10 @@ packages:
     resolution: {integrity: sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==}
     engines: {node: '>=0.10.0'}
 
+  iconv-lite@0.6.3:
+    resolution: {integrity: sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==}
+    engines: {node: '>=0.10.0'}
+
   idb@7.1.1:
     resolution: {integrity: sha512-gchesWBzyvGHRO9W8tzUWFDycow5gwjvFKfyV9FF32Y7F50yZMp7mP+T2mJIWFx49zicqyC4uefHM17o6xKIVQ==}
 
@@ -6221,6 +6381,9 @@ packages:
     resolution: {integrity: sha512-+Pgi+vMuUNkJyExiMBt5IlFoMyKnr5zhJ4Uspz58WOhBF5QoIZkFyNHIbBAtHwzVAgk5RtndVNsDRN61/mmDqg==}
     engines: {node: '>=12'}
 
+  is-promise@4.0.0:
+    resolution: {integrity: sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==}
+
   is-reference@3.0.2:
     resolution: {integrity: sha512-v3rht/LgVcsdZa3O2Nqs+NMowLOxeOm7Ay9+/ARQ2F+qEoANRcqrjAZKGN0v8ymUetZGgkp26LTnGT7H0Qo9Pg==}
 
@@ -6543,8 +6706,8 @@ packages:
   linkify-it@5.0.0:
     resolution: {integrity: sha512-5aHCbzQRADcdP+ATqnDuhhJ/MRIqDkZX5pyjFHRRysS8vZ5AbqGEoFIb6pYHPZ+L/OC2Lc+xT8uHVVR5CAK/wQ==}
 
-  linkifyjs@4.1.3:
-    resolution: {integrity: sha512-auMesunaJ8yfkHvK4gfg1K0SaKX/6Wn9g2Aac/NwX+l5VdmFZzo/hdPGxEOETj+ryRa4/fiOPjeeKURSAJx1sg==}
+  linkifyjs@4.2.0:
+    resolution: {integrity: sha512-pCj3PrQyATaoTYKHrgWRF3SJwsm61udVh+vuls/Rl6SptiDhgE7ziUIudAedRY9QEfynmM7/RmLEfPUyw1HPCw==}
 
   lint-staged@10.5.4:
     resolution: {integrity: sha512-EechC3DdFic/TdOPgj/RB3FicqE6932LTHCUm0Y2fsD9KGlLB+RwJl2q1IYBIvEsKzDOgn0D4gll+YxG5RsrKg==}
@@ -6808,6 +6971,9 @@ packages:
   mdn-data@2.0.30:
     resolution: {integrity: sha512-GaqWWShW4kv/G9IEucWScBx9G1/vsFZZJUO+tD26M8J8z3Kw5RDQjaoZe03YAClgeS/SWPOcb4nkFBTEi5DUEA==}
 
+  mdn-data@2.12.2:
+    resolution: {integrity: sha512-IEn+pegP1aManZuckezWCO+XZQDplx1366JoVhTpMpBB1sPey/SbveZQUosKiKiGYjg1wH4pMlNgXbCiYgihQA==}
+
   mdurl@2.0.0:
     resolution: {integrity: sha512-Lf+9+2r+Tdp5wXDXC4PcIBjTDtq4UKjCPMQhKIuzpJNW0b96kVqSwW0bT7FhRSfmAiFYgP+SCRvdrDozfh0U5w==}
 
@@ -6815,6 +6981,10 @@ packages:
     resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
     engines: {node: '>= 0.6'}
 
+  media-typer@1.1.0:
+    resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
+    engines: {node: '>= 0.8'}
+
   memoize-one@5.2.1:
     resolution: {integrity: sha512-zYiwtZUcYyXKo/np96AGZAckk+FWWsUdJ3cHGGmld7+AhvcWmQyGCYUh1hc4Q/pkOhb65dQR/pqCyK0cOaHz4Q==}
 
@@ -6824,6 +6994,10 @@ packages:
   merge-descriptors@1.0.3:
     resolution: {integrity: sha512-gaNvAS7TZ897/rVaZ0nMtAyxNyi/pdbjbAwUpFQpN70GqnVfOiXpeUUMKRBmzXaSQ8DdTX4/0ms62r2K+hE6mQ==}
 
+  merge-descriptors@2.0.0:
+    resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
+    engines: {node: '>=18'}
+
   merge-options@3.0.4:
     resolution: {integrity: sha512-2Sug1+knBjkaMsMgf1ctR1Ujx+Ayku4EdJN4Z+C2+JzoeF7A3OZ9KM2GY0CpQS51NR61LTurMJrRKPhSs3ZRTQ==}
     engines: {node: '>=10'}
@@ -6949,10 +7123,18 @@ packages:
     resolution: {integrity: sha512-oHlN/w+3MQ3rba9rqFr6V/ypF10LSkdwUysQL7GkXoTgIWeV+tcXGA852TBxH+gsh8UWoyhR1hKcoMJTuWflpg==}
     engines: {node: '>= 0.6'}
 
+  mime-db@1.54.0:
+    resolution: {integrity: sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==}
+    engines: {node: '>= 0.6'}
+
   mime-types@2.1.35:
     resolution: {integrity: sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==}
     engines: {node: '>= 0.6'}
 
+  mime-types@3.0.1:
+    resolution: {integrity: sha512-xRc4oEhT6eaBpU1XF7AjpOFD+xQmXNB5OVKwp4tqCuBpHLS/ZbBDrc07mYTDqVMg6PfxUjjNp85O6Cd2Z/5HWA==}
+    engines: {node: '>= 0.6'}
+
   mime@1.6.0:
     resolution: {integrity: sha512-x0Vn8spI+wuJ1O6S7gnbaQg8Pxh4NNHb7KSINmEWKiPE4RKOplvijn+NkmYmmRgP68mc70j2EbeTFRsrswaQeg==}
     engines: {node: '>=4'}
@@ -7082,11 +7264,16 @@ packages:
   nan@2.22.0:
     resolution: {integrity: sha512-nbajikzWTMwsW+eSsNm3QwlOs7het9gGJU5dDZzRTQGk03vyBOauxgI4VakDzE0PtsGTmXPsXTbbjVhRwR5mpw==}
 
-  nanoid@3.3.7:
-    resolution: {integrity: sha512-eSRppjcPIatRIMC1U6UngP8XFcz8MQWGQdt1MTBQ7NaAmvXDfvNxbvWV3x2y6CdEUciCSsDHDQZbhYaB8QEo2g==}
+  nanoid@3.3.11:
+    resolution: {integrity: sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w==}
     engines: {node: ^10 || ^12 || ^13.7 || ^14 || >=15.0.1}
     hasBin: true
 
+  nanoid@5.1.5:
+    resolution: {integrity: sha512-Ir/+ZpE9fDsNH0hQ3C68uyThDXzYcim2EqcZ8zn8Chtt1iylPT9xXJB0kPCnqzgcEGikO9RxSrh63MsmVCU7Fw==}
+    engines: {node: ^18 || >=20}
+    hasBin: true
+
   napi-build-utils@1.0.2:
     resolution: {integrity: sha512-ONmRUqK7zj7DWX0D9ADe03wbwOBZxNAfF20PlGfCWQcD3+/MakShIHrMqx9YwPTfxDdF1zLeL+RGZiR9kGMLdg==}
 
@@ -7097,6 +7284,10 @@ packages:
     resolution: {integrity: sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==}
     engines: {node: '>= 0.6'}
 
+  negotiator@1.0.0:
+    resolution: {integrity: sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==}
+    engines: {node: '>= 0.6'}
+
   nested-error-stacks@2.1.1:
     resolution: {integrity: sha512-9iN1ka/9zmX1ZvLV9ewJYEk9h7RyRRtqdK0woXcqohu8EWIerfPUjYJPg0ULy0UqP7cslmdGc8xKDJcojlKiaw==}
 
@@ -7284,6 +7475,12 @@ packages:
   ohash@1.1.4:
     resolution: {integrity: sha512-FlDryZAahJmEF3VR3w1KogSEdWX3WhA5GPakFx4J81kEAiHyLMpdLLElS8n8dfNadMgAne/MywcvmogzscVt4g==}
 
+  ollama-ai-provider-v2@1.3.1:
+    resolution: {integrity: sha512-UfDX40h2uz/mHjvjFapQIrPzb7h+QQuq0j8OxYLWXMz6Z5CCydmI5l4oLQtZm/lZijisF3zaG1EkIPNzOVDMcw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^4.0.16
+
   omit.js@2.0.2:
     resolution: {integrity: sha512-hJmu9D+bNB40YpL9jYebQl4lsTW6yEHRTroJzNLqQJYHm7c+NQnJGfZmIWh8S3q3KoaxV1aLhV6B3+0N0/kyJg==}
 
@@ -7536,6 +7733,10 @@ packages:
   path-to-regexp@0.1.10:
     resolution: {integrity: sha512-7lf7qcQidTku0Gu3YDPc8DJ1q7OOucfa/BSsIwjuh56VU7katFvuM8hULfkwB3Fns/rsVF7PwPKVw1sl5KQS9w==}
 
+  path-to-regexp@8.2.0:
+    resolution: {integrity: sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ==}
+    engines: {node: '>=16'}
+
   path-type@4.0.0:
     resolution: {integrity: sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw==}
     engines: {node: '>=8'}
@@ -7603,6 +7804,10 @@ packages:
     resolution: {integrity: sha512-saLsH7WeYYPiD25LDuLRRY/i+6HaPYr6G1OUlN39otzkSTxKnubR9RTxS3/Kk50s1g2JTgFwWQDQyplC5/SHZg==}
     engines: {node: '>= 6'}
 
+  pkce-challenge@5.0.0:
+    resolution: {integrity: sha512-ueGLflrrnvwB3xuo/uGob5pd5FN7l0MsLf0Z87o/UQmRtwjvfylfc9MurIxRAWywCYTgrvpXBcqjV4OfCYGCIQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-dir@4.2.0:
     resolution: {integrity: sha512-HRDzbaKjC+AOWVXxAU/x54COGeIv9eb+6CkDSQoNTt4XyWoIJvuPsXizxu/Fr23EiekbtZwmh1IcIG/l/a10GQ==}
     engines: {node: '>=8'}
@@ -7699,14 +7904,14 @@ packages:
     peerDependencies:
       postcss: ^8.2.9
 
-  postcss@8.4.38:
-    resolution: {integrity: sha512-Wglpdk03BSfXkHoQa3b/oulrotAkwrlLDRSOb9D0bN86FdRyE9lppSp33aHNPgBa0JKCoB+drFLZkQoRRYae5A==}
-    engines: {node: ^10 || ^12 || >=14}
-
   postcss@8.4.47:
     resolution: {integrity: sha512-56rxCq7G/XfB4EkXq9Egn5GCqugWvDFjafDOThIdMBsI15iqPqR5r15TfSr1YPYeEI19YeaXMCbY6u88Y76GLQ==}
     engines: {node: ^10 || ^12 || >=14}
 
+  postcss@8.4.49:
+    resolution: {integrity: sha512-OCVPnIObs4N29kxTjzLfUryOkvZEq+pf8jTF0lg8E7uETuWHA+v7j3c/xJmiqpX450191LlmZfUKkXxkTry7nA==}
+    engines: {node: ^10 || ^12 || >=14}
+
   prebuild-install@7.1.2:
     resolution: {integrity: sha512-UnNke3IQb6sgarcZIDU3gbMeTp/9SSU1DAIkil7PrqG1vZlBtY5msYccSKSHDqa3hNg436IXK+SNImReuA1wEQ==}
     engines: {node: '>=10'}
@@ -7832,6 +8037,9 @@ packages:
   prosemirror-model@1.23.0:
     resolution: {integrity: sha512-Q/fgsgl/dlOAW9ILu4OOhYWQbc7TQd4BwKH/RwmUjyVf8682Be4zj3rOYdLnYEcGzyg8LL9Q5IWYKD8tdToreQ==}
 
+  prosemirror-model@1.25.0:
+    resolution: {integrity: sha512-/8XUmxWf0pkj2BmtqZHYJipTBMHIdVjuvFzMvEoxrtyGNmfvdhBiRwYt/eFwy2wA9DtBW3RLqvZnjurEkHaFCw==}
+
   prosemirror-schema-basic@1.2.3:
     resolution: {integrity: sha512-h+H0OQwZVqMon1PNn0AG9cTfx513zgIG2DY00eJ00Yvgb3UD+GQ/VlWW5rcaxacpCGT1Yx8nuhwXk4+QbXUfJA==}
 
@@ -7841,8 +8049,8 @@ packages:
   prosemirror-state@1.4.3:
     resolution: {integrity: sha512-goFKORVbvPuAQaXhpbemJFRKJ2aixr+AZMGiquiqKxaucC6hlpHNZHWgz5R7dS4roHiwq9vDctE//CZ++o0W1Q==}
 
-  prosemirror-tables@1.5.1:
-    resolution: {integrity: sha512-zL0vI0rGdhLLKXaZU1Jw1I8RuXwa5bv4aEY6G9TdynNRIU2FodtfI/YdhqVlimilhOIBGMbhvTvnQy5fvbHt2A==}
+  prosemirror-tables@1.7.0:
+    resolution: {integrity: sha512-dc9+u4aqT+biw3J/v7p5LyH8uqqXSAjdszfLtrCnDbpMr1F+Gsjtkdiij/1p8qM1gBOCfQeiahhk2pOO9Aa8xA==}
 
   prosemirror-trailing-node@3.0.0:
     resolution: {integrity: sha512-xiun5/3q0w5eRnGYfNlW1uU9W6x5MoFKWwq/0TIRgt09lv7Hcser2QYV8t4muXbEr+Fwo0geYn79Xs4GKywrRQ==}
@@ -7854,8 +8062,11 @@ packages:
   prosemirror-transform@1.10.2:
     resolution: {integrity: sha512-2iUq0wv2iRoJO/zj5mv8uDUriOHWzXRnOTVgCzSXnktS/2iQRa3UUQwVlkBlYZFtygw6Nh1+X4mGqoYBINn5KQ==}
 
-  prosemirror-view@1.34.3:
-    resolution: {integrity: sha512-mKZ54PrX19sSaQye+sef+YjBbNu2voNwLS1ivb6aD2IRmxRGW64HU9B644+7OfJStGLyxvOreKqEgfvXa91WIA==}
+  prosemirror-transform@1.10.3:
+    resolution: {integrity: sha512-Nhh/+1kZGRINbEHmVu39oynhcap4hWTs/BlU7NnxWj3+l0qi8I1mu67v6mMdEe/ltD8hHvU4FV6PHiCw2VSpMw==}
+
+  prosemirror-view@1.39.1:
+    resolution: {integrity: sha512-GhLxH1xwnqa5VjhJ29LfcQITNDp+f1jzmMPXQfGW9oNrF0lfjPzKvV5y/bjIQkyKpwCX3Fp+GA4dBpMMk8g+ZQ==}
 
   proto-list@1.2.4:
     resolution: {integrity: sha512-vtK/94akxsTMhe0/cbfpR+syPuszcuwhqVjJq26CuNDgFGj682oRBXOP5MJpv2r7JtE8MsiepGIqvvOTBwn2vA==}
@@ -7898,9 +8109,9 @@ packages:
     resolution: {integrity: sha512-+38qI9SOr8tfZ4QmJNplMUxqjbe7LKvvZgWdExBOmd+egZTtjLB67Gu0HRX3u/XOq7UU2Nx6nsjvS16Z9uwfpg==}
     engines: {node: '>=0.6'}
 
-  query-string@7.1.3:
-    resolution: {integrity: sha512-hh2WYhq4fi8+b+/2Kg9CEge4fDPvHS534aOOvOZeQ3+Vf2mCFsaFBYj0i+iXcAq6I9Vzp5fjMFBlONvayDC1qg==}
-    engines: {node: '>=6'}
+  qs@6.14.0:
+    resolution: {integrity: sha512-YWWTjgABSKcvs/nWBi9PycY/JiPJqOD4JA6o9Sej2AtvSGarXxKC3OQSk4pAarbdQlKAh5D4FCQkJNkW+GAn3w==}
+    engines: {node: '>=0.6'}
 
   queue-microtask@1.2.3:
     resolution: {integrity: sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A==}
@@ -7939,6 +8150,10 @@ packages:
     resolution: {integrity: sha512-8zGqypfENjCIqGhgXToC8aB2r7YrBX+AQAfIPs/Mlk+BtPTztOvTS01NRW/3Eh60J+a48lt8qsCzirQ6loCVfA==}
     engines: {node: '>= 0.8'}
 
+  raw-body@3.0.0:
+    resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
+    engines: {node: '>= 0.8'}
+
   rc@1.2.8:
     resolution: {integrity: sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==}
     hasBin: true
@@ -7993,6 +8208,9 @@ packages:
   react-is@17.0.2:
     resolution: {integrity: sha512-w2GsyukL62IJnlaff/nRegPQR94C/XXamvMWmSHRJ4y7Ts/4ocGRmTHvOs8PSE6pB3dWOrD/nueuU5sduBsQ4w==}
 
+  react-is@18.2.0:
+    resolution: {integrity: sha512-xWGDIW6x921xtzPkhiULtthJHoJvBbF3q26fzloPCK0hsvxtPVelvftw3zjbHWSkR2km9Z+4uxbDDK/6Zw9B8w==}
+
   react-is@19.0.0:
     resolution: {integrity: sha512-H91OHcwjZsbq3ClIDHMzBShc1rotbfACdWENsmEf0IFvZ3FgGPtdHMcsv45bQ1hAbgdfiA8SnxTKfDS+x/8m2g==}
 
@@ -8271,6 +8489,10 @@ packages:
   rope-sequence@1.3.4:
     resolution: {integrity: sha512-UT5EDe2cu2E/6O4igUr5PSFs23nvvukicWHx6GnOPlHAiiYbzNuCRQCuiUdHJQcqKalLKlrYJnjY0ySGsXNQXQ==}
 
+  router@2.2.0:
+    resolution: {integrity: sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==}
+    engines: {node: '>= 18'}
+
   run-async@2.4.1:
     resolution: {integrity: sha512-tvVnVv01b8c1RrA6Ep7JkStj85Guv/YrMcwqYQnwjsAS2cTmmPGBBjAjpCW7RrSodNSoE2/qg9O4bceNvUuDgQ==}
     engines: {node: '>=0.12.0'}
@@ -8367,6 +8589,10 @@ packages:
     resolution: {integrity: sha512-dW41u5VfLXu8SJh5bwRmyYUbAoSB3c9uQh6L8h/KtsFREPWpbX1lrljJo186Jc4nmci/sGUZ9a0a0J2zgfq2hw==}
     engines: {node: '>= 0.8.0'}
 
+  send@1.2.0:
+    resolution: {integrity: sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw==}
+    engines: {node: '>= 18'}
+
   serialize-javascript@6.0.2:
     resolution: {integrity: sha512-Saa1xPByTTq2gdeFZYLLo+RFE35NHZkAbqZeWNd3BpzppeVisAqpDjcp8dyf6uIvEqJRd46jemmyA4iFIeVk8g==}
 
@@ -8374,6 +8600,10 @@ packages:
     resolution: {integrity: sha512-VqpjJZKadQB/PEbEwvFdO43Ax5dFBZ2UECszz8bQ7pi7wt//PWe1P6MN7eCnjsatYtBT6EuiClbjSWP2WrIoTw==}
     engines: {node: '>= 0.8.0'}
 
+  serve-static@2.2.0:
+    resolution: {integrity: sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ==}
+    engines: {node: '>= 18'}
+
   set-blocking@2.0.0:
     resolution: {integrity: sha512-KiKBS8AnWGEyLzofFfmvKwpdPzqiy16LvQfK3yv/fVH7Bj13/wl3JSR1J+rfgRE9q7xUJK4qvgS8raSOeLUehw==}
 
@@ -8547,10 +8777,6 @@ packages:
   spdx-license-ids@3.0.20:
     resolution: {integrity: sha512-jg25NiDV/1fLtSgEgyvVyDunvaNHbuwF9lfNV17gSmPFAlYzdfNBlLtLzXTevwkPj7DhGbmN9VnmJIgLnhvaBw==}
 
-  split-on-first@1.1.0:
-    resolution: {integrity: sha512-43ZssAJaMusuKWL8sKUBQXHWOpq8d6CfN/u1p4gUzfJkM05C8rxTmYrkIPTXapZpORA6LkkzcUulJ8FqA7Uudw==}
-    engines: {node: '>=6'}
-
   split2@1.1.1:
     resolution: {integrity: sha512-cfurE2q8LamExY+lJ9Ex3ZfBwqAPduzOKVscPDXNCLLMvyaeD3DTz1yk7fVIs6Chco+12XeD0BB6HEoYzPYbXA==}
 
@@ -8595,10 +8821,6 @@ packages:
   streamx@2.20.1:
     resolution: {integrity: sha512-uTa0mU6WUC65iUvzKH4X9hEdvSW7rbPxPtwfWiLMSj3qTdQbAiUboZTxauKfpFuGIGa1C2BYijZ7wgdUXICJhA==}
 
-  strict-uri-encode@2.0.0:
-    resolution: {integrity: sha512-QwiXZgpRcKkhTj2Scnn++4PKtWsH0kpzZ62L2R6c/LUVYv7hVnZqcg2+sMuT6R7Jusu1vviK/MFsu6kNJfWlEQ==}
-    engines: {node: '>=4'}
-
   string-argv@0.3.1:
     resolution: {integrity: sha512-a1uQGz7IyVy9YwhqjZIZu1c8JO8dNIe20xBmSS6qu9kv++k3JGzCVmprbNN5Kn+BgzD5E7YYwg1CcjuJMRNsvg==}
     engines: {node: '>=0.6.19'}
@@ -8741,8 +8963,8 @@ packages:
   style-to-object@1.0.8:
     resolution: {integrity: sha512-xT47I/Eo0rwJmaXC4oilDGDWLohVhR6o/xAQcPQN8q6QBuZVL8qMYL85kLmST5cPjAorwvqIA4qXTRQoYHaL6g==}
 
-  styled-components@6.1.13:
-    resolution: {integrity: sha512-M0+N2xSnAtwcVAQeFEsGWFFxXDftHUD7XrKla06QbpUMmbmtFBMMTcKWvFXtWxuD5qQkB8iU5gk6QASlx2ZRMw==}
+  styled-components@6.1.19:
+    resolution: {integrity: sha512-1v/e3Dl1BknC37cXMhwGomhO8AkYmN41CqyX9xhUDxry1ns3BFQy2lLDRQXJRdVVWB9OHemv/53xaStimvWyuA==}
     engines: {node: '>= 16'}
     peerDependencies:
       react: '>= 16.8.0'
@@ -8854,6 +9076,11 @@ packages:
     engines: {node: '>=14.0.0'}
     hasBin: true
 
+  swr@2.3.6:
+    resolution: {integrity: sha512-wfHRmHWk/isGNMwlLGlZX5Gzz/uTgo0o2IRuTMcf4CPuPFJZlq0rDaKUx+ozB5nBOReNV1kiOyzMfj+MBMikLw==}
+    peerDependencies:
+      react: ^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
   synckit@0.9.2:
     resolution: {integrity: sha512-vrozgXDQwYO72vHjUb/HnFbQx1exDjoKzqx23aXEg2a9VIg2TSFZ8FmeZpTjUCFMYw7mpX4BE2SFu8wI7asYsw==}
     engines: {node: ^14.18.0 || >=16.0.0}
@@ -8926,6 +9153,10 @@ packages:
   thread-stream@3.1.0:
     resolution: {integrity: sha512-OqyPZ9u96VohAyMfJykzmivOrY2wfMSf3C5TtFJVgN+Hm6aj+voFhlK+kZEIv2FBh1X6Xp3DlnCOfEQ3B2J86A==}
 
+  throttleit@2.1.0:
+    resolution: {integrity: sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==}
+    engines: {node: '>=18'}
+
   through2-filter@4.0.0:
     resolution: {integrity: sha512-P8IpQL19bSdXqGLvLdbidYRxERXgHEXGcQofPxbLpPkqS1ieOrUrocdYRTNv8YwSukaDJWr71s6F2kZ3bvgEhA==}
     engines: {node: '>= 6'}
@@ -9154,6 +9385,10 @@ packages:
     resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
     engines: {node: '>= 0.6'}
 
+  type-is@2.0.1:
+    resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
+    engines: {node: '>= 0.6'}
+
   typed-array-buffer@1.0.2:
     resolution: {integrity: sha512-gEymJYKZtKXzzBzM4jqa9w6Q1Jjm7x2d+sh19AdsD4wqnMPDYyvwpsIc2Q/835kHuo3BEQ7CjelGhfTsoBb2MQ==}
     engines: {node: '>= 0.4'}
@@ -9203,6 +9438,7 @@ packages:
 
   types-wm@1.1.0:
     resolution: {integrity: sha512-kGecZLoCh4ge8rcRsoMtLs4nuSyi8wl687EfAH9Iss602rFDU/Heih86Awv/6958GwxxDm8gLztkLkrUEsxXug==}
+    deprecated: Package no longer supported. Contact Support at https://www.npmjs.com/support for more info.
 
   typescript-eslint@8.11.0:
     resolution: {integrity: sha512-cBRGnW3FSlxaYwU8KfAewxFK5uzeOAp0l2KebIlPDOT5olVi65KDG/yjBooPBG0kGW/HLkoz1c/iuBFehcS3IA==}
@@ -9833,6 +10069,11 @@ packages:
     resolution: {integrity: sha512-zK7YHHz4ZXpW89AHXUPbQVGKI7uvkd3hzusTdotCg1UxyaVtg0zFJSTfW/Dq5f7OBBVnq6cZIaC8Ti4hb6dtCA==}
     engines: {node: '>= 14'}
 
+  zod-to-json-schema@3.24.6:
+    resolution: {integrity: sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==}
+    peerDependencies:
+      zod: ^3.24.1
+
   zod-validation-error@3.4.0:
     resolution: {integrity: sha512-ZOPR9SVY6Pb2qqO5XHt+MkkTRxGXb4EVtnjc9JpXUOtUB1T9Ru7mZOT361AN3MsetVe7R0a1KZshJDZdgp9miQ==}
     engines: {node: '>=18.0.0'}
@@ -9842,6 +10083,12 @@ packages:
   zod@3.23.8:
     resolution: {integrity: sha512-XBx9AXhXktjUqnepgTiE5flcKIYWi/rme0Eaj+5Y0lftuGBq+jyRu/md4WnuxqgP1ubdpNCsYEYPxrzVHD8d6g==}
 
+  zod@3.25.76:
+    resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
+
+  zod@4.1.5:
+    resolution: {integrity: sha512-rcUUZqlLJgBC33IT3PNMgsCq6TzLQEG/Ei/KTCU0PedSWRMAXoOUN+4t/0H+Q8bdnLPdqUYnvboJT0bn/229qg==}
+
   zustand@4.5.5:
     resolution: {integrity: sha512-+0PALYNJNgK6hldkgDq2vLrw5f6g/jCInz52n9RTpropGgeAf/ioFUCdtsjCqu4gNhW9D01rUQBROoRjdzyn2Q==}
     engines: {node: '>=12.7.0'}
@@ -9862,6 +10109,33 @@ packages:
 
 snapshots:
 
+  '@ai-sdk/gateway@1.0.15(zod@4.1.5)':
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.7(zod@4.1.5)
+      zod: 4.1.5
+
+  '@ai-sdk/provider-utils@3.0.7(zod@4.1.5)':
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@standard-schema/spec': 1.0.0
+      eventsource-parser: 3.0.6
+      zod: 4.1.5
+
+  '@ai-sdk/provider@2.0.0':
+    dependencies:
+      json-schema: 0.4.0
+
+  '@ai-sdk/react@2.0.29(react@19.0.0)(zod@4.1.5)':
+    dependencies:
+      '@ai-sdk/provider-utils': 3.0.7(zod@4.1.5)
+      ai: 5.0.29(zod@4.1.5)
+      react: 19.0.0
+      swr: 2.3.6(react@19.0.0)
+      throttleit: 2.1.0
+    optionalDependencies:
+      zod: 4.1.5
+
   '@ampproject/remapping@2.3.0':
     dependencies:
       '@jridgewell/gen-mapping': 0.3.5
@@ -11144,17 +11418,28 @@ snapshots:
     dependencies:
       '@floating-ui/utils': 0.2.8
 
+  '@floating-ui/core@1.7.2':
+    dependencies:
+      '@floating-ui/utils': 0.2.10
+
   '@floating-ui/dom@1.6.11':
     dependencies:
       '@floating-ui/core': 1.6.8
       '@floating-ui/utils': 0.2.8
 
+  '@floating-ui/dom@1.7.2':
+    dependencies:
+      '@floating-ui/core': 1.7.2
+      '@floating-ui/utils': 0.2.10
+
   '@floating-ui/react-dom@2.1.2(react-dom@19.0.0(react@19.0.0))(react@19.0.0)':
     dependencies:
       '@floating-ui/dom': 1.6.11
       react: 19.0.0
       react-dom: 19.0.0(react@19.0.0)
 
+  '@floating-ui/utils@0.2.10': {}
+
   '@floating-ui/utils@0.2.8': {}
 
   '@humanfs/core@0.19.0': {}
@@ -11310,6 +11595,23 @@ snapshots:
 
   '@microsoft/tsdoc@0.15.1': {}
 
+  '@modelcontextprotocol/sdk@1.17.0':
+    dependencies:
+      ajv: 6.12.6
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.3
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      pkce-challenge: 5.0.0
+      raw-body: 3.0.0
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+    transitivePeerDependencies:
+      - supports-color
+
   '@netlify/binary-info@1.0.0': {}
 
   '@netlify/blobs@7.4.0': {}
@@ -11600,7 +11902,7 @@ snapshots:
       unixify: 1.0.0
       urlpattern-polyfill: 8.0.2
       yargs: 17.7.2
-      zod: 3.23.8
+      zod: 3.25.76
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -11640,7 +11942,7 @@ snapshots:
       unixify: 1.0.0
       urlpattern-polyfill: 8.0.2
       yargs: 17.7.2
-      zod: 3.23.8
+      zod: 3.25.76
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -11724,8 +12026,22 @@ snapshots:
     dependencies:
       '@octokit/openapi-types': 22.2.0
 
+  '@oddbird/css-anchor-positioning@0.6.1':
+    dependencies:
+      '@floating-ui/dom': 1.7.2
+      '@types/css-tree': 2.3.10
+      css-tree: 3.1.0
+      nanoid: 5.1.5
+
+  '@openrouter/ai-sdk-provider@1.2.0(ai@5.0.29(zod@4.1.5))(zod@4.1.5)':
+    dependencies:
+      ai: 5.0.29(zod@4.1.5)
+      zod: 4.1.5
+
   '@opentelemetry/api@1.8.0': {}
 
+  '@opentelemetry/api@1.9.0': {}
+
   '@parcel/watcher-android-arm64@2.4.1':
     optional: true
 
@@ -12299,6 +12615,8 @@ snapshots:
     dependencies:
       escape-string-regexp: 5.0.0
 
+  '@standard-schema/spec@1.0.0': {}
+
   '@surma/rollup-plugin-off-main-thread@2.2.3':
     dependencies:
       ejs: 3.1.10
@@ -12452,123 +12770,134 @@ snapshots:
 
   '@tanstack/store@0.7.0': {}
 
-  '@tiptap/core@2.9.1(@tiptap/pm@2.9.1)':
+  '@tiptap/core@2.11.7(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/pm': 2.9.1
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-blockquote@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-blockquote@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-bold@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-bold@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-bubble-menu@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-bubble-menu@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
       tippy.js: 6.3.7
 
-  '@tiptap/extension-bullet-list@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-bullet-list@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-code-block@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-code-block@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-code@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-code@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-document@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-document@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-dropcursor@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-dropcursor@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-floating-menu@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-file-handler@2.25.0(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/extension-text-style@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7)))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/extension-text-style': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+
+  '@tiptap/extension-floating-menu@2.14.0(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
+    dependencies:
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
       tippy.js: 6.3.7
 
-  '@tiptap/extension-gapcursor@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-gapcursor@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-hard-break@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-hard-break@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-heading@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-heading@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-history@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-history@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-horizontal-rule@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-horizontal-rule@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-image@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-image@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-italic@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-italic@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-link@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-link@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
-      linkifyjs: 4.1.3
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
+      linkifyjs: 4.2.0
 
-  '@tiptap/extension-list-item@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-list-item@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-ordered-list@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-mention@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)(@tiptap/suggestion@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
+      '@tiptap/suggestion': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-paragraph@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-ordered-list@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-placeholder@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
+  '@tiptap/extension-paragraph@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-strike@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-placeholder@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
-  '@tiptap/extension-text-style@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-strike@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-text@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-text-style@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/extension-typography@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))':
+  '@tiptap/extension-text@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
 
-  '@tiptap/pm@2.9.1':
+  '@tiptap/extension-typography@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))':
+    dependencies:
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+
+  '@tiptap/pm@2.11.7':
     dependencies:
       prosemirror-changeset: 2.2.1
       prosemirror-collab: 1.3.1
@@ -12584,51 +12913,51 @@ snapshots:
       prosemirror-schema-basic: 1.2.3
       prosemirror-schema-list: 1.4.1
       prosemirror-state: 1.4.3
-      prosemirror-tables: 1.5.1
-      prosemirror-trailing-node: 3.0.0(prosemirror-model@1.23.0)(prosemirror-state@1.4.3)(prosemirror-view@1.34.3)
+      prosemirror-tables: 1.7.0
+      prosemirror-trailing-node: 3.0.0(prosemirror-model@1.23.0)(prosemirror-state@1.4.3)(prosemirror-view@1.39.1)
       prosemirror-transform: 1.10.2
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
 
-  '@tiptap/react@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)':
+  '@tiptap/react@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)':
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/extension-bubble-menu': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-floating-menu': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/extension-bubble-menu': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-floating-menu': 2.14.0(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
       '@types/use-sync-external-store': 0.0.6
       fast-deep-equal: 3.1.3
       react: 19.0.0
       react-dom: 19.0.0(react@19.0.0)
-      use-sync-external-store: 1.2.2(react@19.0.0)
+      use-sync-external-store: 1.4.0(react@19.0.0)
 
-  '@tiptap/starter-kit@2.9.1':
-    dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/extension-blockquote': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-bold': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-bullet-list': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-code': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-code-block': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-document': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-dropcursor': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-gapcursor': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-hard-break': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-heading': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-history': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-horizontal-rule': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)
-      '@tiptap/extension-italic': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-list-item': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-ordered-list': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-paragraph': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-strike': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-text': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/extension-text-style': 2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))
-      '@tiptap/pm': 2.9.1
-
-  '@tiptap/suggestion@2.9.1(@tiptap/core@2.9.1(@tiptap/pm@2.9.1))(@tiptap/pm@2.9.1)':
-    dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
-      '@tiptap/pm': 2.9.1
+  '@tiptap/starter-kit@2.11.7':
+    dependencies:
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/extension-blockquote': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-bold': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-bullet-list': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-code': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-code-block': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-document': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-dropcursor': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-gapcursor': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-hard-break': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-heading': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-history': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-horizontal-rule': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)
+      '@tiptap/extension-italic': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-list-item': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-ordered-list': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-paragraph': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-strike': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-text': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/extension-text-style': 2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))
+      '@tiptap/pm': 2.11.7
+
+  '@tiptap/suggestion@2.11.7(@tiptap/core@2.11.7(@tiptap/pm@2.11.7))(@tiptap/pm@2.11.7)':
+    dependencies:
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
+      '@tiptap/pm': 2.11.7
 
   '@tokenizer/token@0.3.0': {}
 
@@ -12667,6 +12996,8 @@ snapshots:
 
   '@types/cookie@0.6.0': {}
 
+  '@types/css-tree@2.3.10': {}
+
   '@types/d3-array@3.2.1': {}
 
   '@types/d3-axis@3.0.6':
@@ -12880,16 +13211,6 @@ snapshots:
     dependencies:
       '@types/react': 19.0.1
 
-  '@types/react-pdf@7.0.0(@types/react@19.0.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)':
-    dependencies:
-      react-pdf: 9.1.1(@types/react@19.0.1)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
-    transitivePeerDependencies:
-      - '@types/react'
-      - encoding
-      - react
-      - react-dom
-      - supports-color
-
   '@types/react-router-dom@5.3.3':
     dependencies:
       '@types/history': 4.7.11
@@ -13297,6 +13618,11 @@ snapshots:
       mime-types: 2.1.35
       negotiator: 0.6.3
 
+  accepts@2.0.0:
+    dependencies:
+      mime-types: 3.0.1
+      negotiator: 1.0.0
+
   acorn-import-attributes@1.9.5(acorn@8.15.0):
     dependencies:
       acorn: 8.15.0
@@ -13345,6 +13671,14 @@ snapshots:
       clean-stack: 4.2.0
       indent-string: 5.0.0
 
+  ai@5.0.29(zod@4.1.5):
+    dependencies:
+      '@ai-sdk/gateway': 1.0.15(zod@4.1.5)
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.7(zod@4.1.5)
+      '@opentelemetry/api': 1.9.0
+      zod: 4.1.5
+
   ajv-draft-04@1.0.0(ajv@8.13.0):
     optionalDependencies:
       ajv: 8.13.0
@@ -13627,7 +13961,7 @@ snapshots:
 
   available-typed-arrays@1.0.7:
     dependencies:
-      possible-typed-array-names: 1.0.0
+      possible-typed-array-names: 1.1.0
 
   avvio@8.4.0:
     dependencies:
@@ -13680,14 +14014,14 @@ snapshots:
     dependencies:
       '@babel/types': 7.27.7
 
-  babel-plugin-styled-components@2.1.4(@babel/core@7.26.0)(styled-components@6.1.13(react-dom@19.0.0(react@19.0.0))(react@19.0.0)):
+  babel-plugin-styled-components@2.1.4(@babel/core@7.26.0)(styled-components@6.1.19(react-dom@19.0.0(react@19.0.0))(react@19.0.0)):
     dependencies:
       '@babel/helper-annotate-as-pure': 7.25.9
       '@babel/helper-module-imports': 7.25.9
       '@babel/plugin-syntax-jsx': 7.25.9(@babel/core@7.26.0)
       lodash: 4.17.21
       picomatch: 2.3.1
-      styled-components: 6.1.13(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
+      styled-components: 6.1.19(react-dom@19.0.0(react@19.0.0))(react@19.0.0)
     transitivePeerDependencies:
       - '@babel/core'
       - supports-color
@@ -13775,6 +14109,20 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  body-parser@2.2.0:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 4.4.1(supports-color@9.4.0)
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      on-finished: 2.4.1
+      qs: 6.14.0
+      raw-body: 3.0.0
+      type-is: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   boolbase@1.0.0: {}
 
   boxen@7.1.1:
@@ -14169,6 +14517,8 @@ snapshots:
       normalize-path: 3.0.0
       readable-stream: 4.5.2
 
+  compute-scroll-into-view@3.1.1: {}
+
   concat-map@0.0.1: {}
 
   concordance@5.0.4:
@@ -14212,6 +14562,10 @@ snapshots:
     dependencies:
       safe-buffer: 5.2.1
 
+  content-disposition@1.0.0:
+    dependencies:
+      safe-buffer: 5.2.1
+
   content-type@1.0.5: {}
 
   convert-source-map@2.0.0: {}
@@ -14220,6 +14574,8 @@ snapshots:
 
   cookie-signature@1.0.6: {}
 
+  cookie-signature@1.2.2: {}
+
   cookie@0.6.0: {}
 
   cookie@0.7.1: {}
@@ -14232,6 +14588,11 @@ snapshots:
 
   core-util-is@1.0.3: {}
 
+  cors@2.8.5:
+    dependencies:
+      object-assign: 4.1.1
+      vary: 1.1.2
+
   cosmiconfig@7.1.0:
     dependencies:
       '@types/parse-json': 4.0.2
@@ -14285,6 +14646,12 @@ snapshots:
       shebang-command: 2.0.0
       which: 2.0.2
 
+  cross-spawn@7.0.6:
+    dependencies:
+      path-key: 3.1.1
+      shebang-command: 2.0.0
+      which: 2.0.2
+
   crossws@0.3.1:
     dependencies:
       uncrypto: 0.1.3
@@ -14321,6 +14688,11 @@ snapshots:
       mdn-data: 2.0.30
       source-map-js: 1.2.1
 
+  css-tree@3.1.0:
+    dependencies:
+      mdn-data: 2.12.2
+      source-map-js: 1.2.1
+
   css-what@6.1.0: {}
 
   cssesc@3.0.0: {}
@@ -14445,8 +14817,6 @@ snapshots:
     dependencies:
       character-entities: 2.0.2
 
-  decode-uri-component@0.2.2: {}
-
   decompress-response@4.2.1:
     dependencies:
       mimic-response: 2.1.0
@@ -14472,9 +14842,9 @@ snapshots:
 
   define-data-property@1.1.4:
     dependencies:
-      es-define-property: 1.0.0
+      es-define-property: 1.0.1
       es-errors: 1.3.0
-      gopd: 1.0.1
+      gopd: 1.2.0
 
   define-lazy-prop@2.0.0: {}
 
@@ -14605,6 +14975,15 @@ snapshots:
 
   dotenv@16.4.5: {}
 
+  downshift@9.0.10(react@19.0.0):
+    dependencies:
+      '@babel/runtime': 7.27.6
+      compute-scroll-into-view: 3.1.1
+      prop-types: 15.8.1
+      react: 19.0.0
+      react-is: 18.2.0
+      tslib: 2.8.0
+
   dunder-proto@1.0.1:
     dependencies:
       call-bind-apply-helpers: 1.0.2
@@ -15185,7 +15564,7 @@ snapshots:
       '@types/json-schema': 7.0.15
       ajv: 6.12.6
       chalk: 4.1.2
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       debug: 4.4.1(supports-color@9.4.0)
       escape-string-regexp: 4.0.0
       eslint-scope: 8.1.0
@@ -15264,9 +15643,17 @@ snapshots:
 
   events@3.3.0: {}
 
+  eventsource-parser@3.0.3: {}
+
+  eventsource-parser@3.0.6: {}
+
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.3
+
   execa@4.1.0:
     dependencies:
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       get-stream: 5.2.0
       human-signals: 1.1.1
       is-stream: 2.0.1
@@ -15278,7 +15665,7 @@ snapshots:
 
   execa@5.1.1:
     dependencies:
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       get-stream: 6.0.1
       human-signals: 2.1.0
       is-stream: 2.0.1
@@ -15290,7 +15677,7 @@ snapshots:
 
   execa@6.1.0:
     dependencies:
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       get-stream: 6.0.1
       human-signals: 3.0.1
       is-stream: 3.0.0
@@ -15302,7 +15689,7 @@ snapshots:
 
   execa@8.0.1:
     dependencies:
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       get-stream: 8.0.1
       human-signals: 5.0.0
       is-stream: 3.0.0
@@ -15318,6 +15705,10 @@ snapshots:
     dependencies:
       on-headers: 1.0.2
 
+  express-rate-limit@7.5.1(express@5.1.0):
+    dependencies:
+      express: 5.1.0
+
   express@4.21.1:
     dependencies:
       accepts: 1.3.8
@@ -15354,6 +15745,38 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  express@5.1.0:
+    dependencies:
+      accepts: 2.0.0
+      body-parser: 2.2.0
+      content-disposition: 1.0.0
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.2.2
+      debug: 4.4.1(supports-color@9.4.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 2.1.0
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      merge-descriptors: 2.0.0
+      mime-types: 3.0.1
+      on-finished: 2.4.1
+      once: 1.4.0
+      parseurl: 1.3.3
+      proxy-addr: 2.0.7
+      qs: 6.14.0
+      range-parser: 1.2.1
+      router: 2.2.0
+      send: 1.2.0
+      serve-static: 2.2.0
+      statuses: 2.0.1
+      type-is: 2.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   ext-list@2.2.2:
     dependencies:
       mime-db: 1.53.0
@@ -15541,8 +15964,6 @@ snapshots:
     dependencies:
       to-regex-range: 5.0.1
 
-  filter-obj@1.1.0: {}
-
   filter-obj@3.0.0: {}
 
   filter-obj@5.1.0: {}
@@ -15559,6 +15980,17 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  finalhandler@2.1.0:
+    dependencies:
+      debug: 4.4.1(supports-color@9.4.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   find-cache-dir@3.3.2:
     dependencies:
       commondir: 1.0.1
@@ -15637,7 +16069,7 @@ snapshots:
 
   foreground-child@3.3.0:
     dependencies:
-      cross-spawn: 7.0.3
+      cross-spawn: 7.0.6
       signal-exit: 4.1.0
 
   form-data-encoder@2.1.4: {}
@@ -15656,6 +16088,8 @@ snapshots:
 
   fresh@0.5.2: {}
 
+  fresh@2.0.0: {}
+
   from2-array@0.0.4:
     dependencies:
       from2: 2.3.0
@@ -15883,7 +16317,7 @@ snapshots:
   globalthis@1.0.4:
     dependencies:
       define-properties: 1.2.1
-      gopd: 1.0.1
+      gopd: 1.2.0
 
   globalyzer@0.1.0: {}
 
@@ -15973,7 +16407,7 @@ snapshots:
 
   has-property-descriptors@1.0.2:
     dependencies:
-      es-define-property: 1.0.0
+      es-define-property: 1.0.1
 
   has-proto@1.0.3: {}
 
@@ -15987,7 +16421,7 @@ snapshots:
 
   has-tostringtag@1.0.2:
     dependencies:
-      has-symbols: 1.0.3
+      has-symbols: 1.1.0
 
   has-unicode@2.0.1: {}
 
@@ -16123,6 +16557,10 @@ snapshots:
     dependencies:
       safer-buffer: 2.1.2
 
+  iconv-lite@0.6.3:
+    dependencies:
+      safer-buffer: 2.1.2
+
   idb@7.1.1: {}
 
   ieee754@1.2.1: {}
@@ -16427,6 +16865,8 @@ snapshots:
 
   is-plain-obj@4.1.0: {}
 
+  is-promise@4.0.0: {}
+
   is-reference@3.0.2:
     dependencies:
       '@types/estree': 1.0.8
@@ -16512,8 +16952,8 @@ snapshots:
 
   is-weakset@2.0.3:
     dependencies:
-      call-bind: 1.0.7
-      get-intrinsic: 1.2.4
+      call-bind: 1.0.8
+      get-intrinsic: 1.3.0
 
   is-wsl@2.2.0:
     dependencies:
@@ -16726,7 +17166,7 @@ snapshots:
     dependencies:
       uc.micro: 2.1.0
 
-  linkifyjs@4.1.3: {}
+  linkifyjs@4.2.0: {}
 
   lint-staged@10.5.4:
     dependencies:
@@ -17133,16 +17573,22 @@ snapshots:
 
   mdn-data@2.0.30: {}
 
+  mdn-data@2.12.2: {}
+
   mdurl@2.0.0: {}
 
   media-typer@0.3.0: {}
 
+  media-typer@1.1.0: {}
+
   memoize-one@5.2.1: {}
 
   memoize-one@6.0.0: {}
 
   merge-descriptors@1.0.3: {}
 
+  merge-descriptors@2.0.0: {}
+
   merge-options@3.0.4:
     dependencies:
       is-plain-obj: 2.1.0
@@ -17361,10 +17807,16 @@ snapshots:
 
   mime-db@1.53.0: {}
 
+  mime-db@1.54.0: {}
+
   mime-types@2.1.35:
     dependencies:
       mime-db: 1.52.0
 
+  mime-types@3.0.1:
+    dependencies:
+      mime-db: 1.54.0
+
   mime@1.6.0: {}
 
   mime@3.0.0: {}
@@ -17471,7 +17923,9 @@ snapshots:
   nan@2.22.0:
     optional: true
 
-  nanoid@3.3.7: {}
+  nanoid@3.3.11: {}
+
+  nanoid@5.1.5: {}
 
   napi-build-utils@1.0.2: {}
 
@@ -17479,6 +17933,8 @@ snapshots:
 
   negotiator@0.6.3: {}
 
+  negotiator@1.0.0: {}
+
   nested-error-stacks@2.1.1: {}
 
   netlify-cli@17.37.1(@swc/core@1.7.39)(@types/node@20.17.0)(picomatch@4.0.2):
@@ -17824,6 +18280,12 @@ snapshots:
 
   ohash@1.1.4: {}
 
+  ollama-ai-provider-v2@1.3.1(zod@4.1.5):
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.7(zod@4.1.5)
+      zod: 4.1.5
+
   omit.js@2.0.2: {}
 
   on-exit-leak-free@2.1.2: {}
@@ -18069,6 +18531,8 @@ snapshots:
 
   path-to-regexp@0.1.10: {}
 
+  path-to-regexp@8.2.0: {}
+
   path-type@4.0.0: {}
 
   path-type@5.0.0: {}
@@ -18128,6 +18592,8 @@ snapshots:
 
   pirates@4.0.6: {}
 
+  pkce-challenge@5.0.0: {}
+
   pkg-dir@4.2.0:
     dependencies:
       find-up: 4.1.0
@@ -18172,12 +18638,12 @@ snapshots:
       postcss: 8.4.47
       ts-node: 10.9.2(@swc/core@1.7.39)(@types/node@20.17.0)(typescript@5.6.3)
 
-  postcss-load-config@6.0.1(jiti@2.3.3)(postcss@8.4.47)(yaml@2.6.0):
+  postcss-load-config@6.0.1(jiti@2.3.3)(postcss@8.4.49)(yaml@2.6.0):
     dependencies:
       lilconfig: 3.1.2
     optionalDependencies:
       jiti: 2.3.3
-      postcss: 8.4.47
+      postcss: 8.4.49
       yaml: 2.6.0
 
   postcss-safe-parser@6.0.0(postcss@8.4.47):
@@ -18202,15 +18668,15 @@ snapshots:
       postcss: 8.4.47
       quote-unquote: 1.0.0
 
-  postcss@8.4.38:
+  postcss@8.4.47:
     dependencies:
-      nanoid: 3.3.7
+      nanoid: 3.3.11
       picocolors: 1.1.1
       source-map-js: 1.2.1
 
-  postcss@8.4.47:
+  postcss@8.4.49:
     dependencies:
-      nanoid: 3.3.7
+      nanoid: 3.3.11
       picocolors: 1.1.1
       source-map-js: 1.2.1
 
@@ -18329,20 +18795,20 @@ snapshots:
     dependencies:
       prosemirror-state: 1.4.3
       prosemirror-transform: 1.10.2
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
 
   prosemirror-gapcursor@1.3.2:
     dependencies:
       prosemirror-keymap: 1.2.2
       prosemirror-model: 1.23.0
       prosemirror-state: 1.4.3
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
 
   prosemirror-history@1.4.1:
     dependencies:
       prosemirror-state: 1.4.3
       prosemirror-transform: 1.10.2
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
       rope-sequence: 1.3.4
 
   prosemirror-inputrules@1.4.0:
@@ -18372,6 +18838,10 @@ snapshots:
     dependencies:
       orderedmap: 2.1.1
 
+  prosemirror-model@1.25.0:
+    dependencies:
+      orderedmap: 2.1.1
+
   prosemirror-schema-basic@1.2.3:
     dependencies:
       prosemirror-model: 1.23.0
@@ -18386,29 +18856,33 @@ snapshots:
     dependencies:
       prosemirror-model: 1.23.0
       prosemirror-transform: 1.10.2
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
 
-  prosemirror-tables@1.5.1:
+  prosemirror-tables@1.7.0:
     dependencies:
       prosemirror-keymap: 1.2.2
-      prosemirror-model: 1.23.0
+      prosemirror-model: 1.25.0
       prosemirror-state: 1.4.3
-      prosemirror-transform: 1.10.2
-      prosemirror-view: 1.34.3
+      prosemirror-transform: 1.10.3
+      prosemirror-view: 1.39.1
 
-  prosemirror-trailing-node@3.0.0(prosemirror-model@1.23.0)(prosemirror-state@1.4.3)(prosemirror-view@1.34.3):
+  prosemirror-trailing-node@3.0.0(prosemirror-model@1.23.0)(prosemirror-state@1.4.3)(prosemirror-view@1.39.1):
     dependencies:
       '@remirror/core-constants': 3.0.0
       escape-string-regexp: 4.0.0
       prosemirror-model: 1.23.0
       prosemirror-state: 1.4.3
-      prosemirror-view: 1.34.3
+      prosemirror-view: 1.39.1
 
   prosemirror-transform@1.10.2:
     dependencies:
       prosemirror-model: 1.23.0
 
-  prosemirror-view@1.34.3:
+  prosemirror-transform@1.10.3:
+    dependencies:
+      prosemirror-model: 1.25.0
+
+  prosemirror-view@1.39.1:
     dependencies:
       prosemirror-model: 1.23.0
       prosemirror-state: 1.4.3
@@ -18453,12 +18927,9 @@ snapshots:
     dependencies:
       side-channel: 1.0.6
 
-  query-string@7.1.3:
+  qs@6.14.0:
     dependencies:
-      decode-uri-component: 0.2.2
-      filter-obj: 1.1.0
-      split-on-first: 1.1.0
-      strict-uri-encode: 2.0.0
+      side-channel: 1.1.0
 
   queue-microtask@1.2.3: {}
 
@@ -18489,6 +18960,13 @@ snapshots:
       iconv-lite: 0.4.24
       unpipe: 1.0.0
 
+  raw-body@3.0.0:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      unpipe: 1.0.0
+
   rc@1.2.8:
     dependencies:
       deep-extend: 0.6.0
@@ -18541,6 +19019,8 @@ snapshots:
 
   react-is@17.0.2: {}
 
+  react-is@18.2.0: {}
+
   react-is@19.0.0: {}
 
   react-markdown@9.0.3(@types/react@19.0.1)(react@19.0.0):
@@ -18904,6 +19384,16 @@ snapshots:
 
   rope-sequence@1.3.4: {}
 
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.1(supports-color@9.4.0)
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.2.0
+    transitivePeerDependencies:
+      - supports-color
+
   run-async@2.4.1: {}
 
   run-parallel@1.2.0:
@@ -19013,6 +19503,22 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  send@1.2.0:
+    dependencies:
+      debug: 4.4.1(supports-color@9.4.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      mime-types: 3.0.1
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   serialize-javascript@6.0.2:
     dependencies:
       randombytes: 2.1.0
@@ -19026,6 +19532,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  serve-static@2.2.0:
+    dependencies:
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      parseurl: 1.3.3
+      send: 1.2.0
+    transitivePeerDependencies:
+      - supports-color
+
   set-blocking@2.0.0: {}
 
   set-cookie-parser@2.7.1: {}
@@ -19035,8 +19550,8 @@ snapshots:
       define-data-property: 1.1.4
       es-errors: 1.3.0
       function-bind: 1.1.2
-      get-intrinsic: 1.2.4
-      gopd: 1.0.1
+      get-intrinsic: 1.3.0
+      gopd: 1.2.0
       has-property-descriptors: 1.0.2
 
   set-function-name@2.0.2:
@@ -19232,8 +19747,6 @@ snapshots:
 
   spdx-license-ids@3.0.20: {}
 
-  split-on-first@1.1.0: {}
-
   split2@1.1.1:
     dependencies:
       through2: 2.0.5
@@ -19273,8 +19786,6 @@ snapshots:
     optionalDependencies:
       bare-events: 2.5.0
 
-  strict-uri-encode@2.0.0: {}
-
   string-argv@0.3.1: {}
 
   string-argv@0.3.2: {}
@@ -19376,9 +19887,9 @@ snapshots:
 
   string.prototype.trimstart@1.0.8:
     dependencies:
-      call-bind: 1.0.7
+      call-bind: 1.0.8
       define-properties: 1.2.1
-      es-object-atoms: 1.0.0
+      es-object-atoms: 1.1.1
 
   string_decoder@1.1.1:
     dependencies:
@@ -19457,14 +19968,14 @@ snapshots:
     dependencies:
       inline-style-parser: 0.2.4
 
-  styled-components@6.1.13(react-dom@19.0.0(react@19.0.0))(react@19.0.0):
+  styled-components@6.1.19(react-dom@19.0.0(react@19.0.0))(react@19.0.0):
     dependencies:
       '@emotion/is-prop-valid': 1.2.2
       '@emotion/unitless': 0.8.1
       '@types/stylis': 4.2.5
       css-to-react-native: 3.2.0
       csstype: 3.1.3
-      postcss: 8.4.38
+      postcss: 8.4.49
       react: 19.0.0
       react-dom: 19.0.0(react@19.0.0)
       shallowequal: 1.1.0
@@ -19588,6 +20099,12 @@ snapshots:
       csso: 5.0.5
       picocolors: 1.1.1
 
+  swr@2.3.6(react@19.0.0):
+    dependencies:
+      dequal: 2.0.3
+      react: 19.0.0
+      use-sync-external-store: 1.4.0(react@19.0.0)
+
   synckit@0.9.2:
     dependencies:
       '@pkgr/core': 0.1.1
@@ -19692,6 +20209,8 @@ snapshots:
     dependencies:
       real-require: 0.2.0
 
+  throttleit@2.1.0: {}
+
   through2-filter@4.0.0:
     dependencies:
       through2: 4.0.2
@@ -19741,9 +20260,9 @@ snapshots:
     dependencies:
       '@popperjs/core': 2.11.8
 
-  tiptap-markdown@0.8.10(@tiptap/core@2.9.1(@tiptap/pm@2.9.1)):
+  tiptap-markdown@0.8.10(@tiptap/core@2.11.7(@tiptap/pm@2.11.7)):
     dependencies:
-      '@tiptap/core': 2.9.1(@tiptap/pm@2.9.1)
+      '@tiptap/core': 2.11.7(@tiptap/pm@2.11.7)
       '@types/markdown-it': 13.0.9
       markdown-it: 14.1.0
       markdown-it-task-lists: 2.1.1
@@ -19841,7 +20360,7 @@ snapshots:
 
   tslib@2.8.0: {}
 
-  tsup@8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.47)(typescript@5.6.3)(yaml@2.6.0):
+  tsup@8.3.5(@microsoft/api-extractor@7.48.0(@types/node@20.17.0))(@swc/core@1.7.39)(jiti@2.3.3)(postcss@8.4.49)(typescript@5.6.3)(yaml@2.6.0):
     dependencies:
       bundle-require: 5.0.0(esbuild@0.24.0)
       cac: 6.7.14
@@ -19851,7 +20370,7 @@ snapshots:
       esbuild: 0.24.0
       joycon: 3.1.1
       picocolors: 1.1.1
-      postcss-load-config: 6.0.1(jiti@2.3.3)(postcss@8.4.47)(yaml@2.6.0)
+      postcss-load-config: 6.0.1(jiti@2.3.3)(postcss@8.4.49)(yaml@2.6.0)
       resolve-from: 5.0.0
       rollup: 4.24.0
       source-map: 0.8.0-beta.0
@@ -19862,7 +20381,7 @@ snapshots:
     optionalDependencies:
       '@microsoft/api-extractor': 7.48.0(@types/node@20.17.0)
       '@swc/core': 1.7.39
-      postcss: 8.4.47
+      postcss: 8.4.49
       typescript: 5.6.3
     transitivePeerDependencies:
       - jiti
@@ -19902,6 +20421,12 @@ snapshots:
       media-typer: 0.3.0
       mime-types: 2.1.35
 
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.1
+
   typed-array-buffer@1.0.2:
     dependencies:
       call-bind: 1.0.7
@@ -20699,12 +21224,20 @@ snapshots:
       compress-commons: 6.0.2
       readable-stream: 4.5.2
 
+  zod-to-json-schema@3.24.6(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
   zod-validation-error@3.4.0(zod@3.23.8):
     dependencies:
       zod: 3.23.8
 
   zod@3.23.8: {}
 
+  zod@3.25.76: {}
+
+  zod@4.1.5: {}
+
   zustand@4.5.5(@types/react@19.0.1)(react@19.0.0):
     dependencies:
       use-sync-external-store: 1.2.2(react@19.0.0)
diff --git a/browser/svelte/src/lib/stores/getResource.svelte.test.ts b/browser/svelte/src/lib/stores/getResource.svelte.test.ts
index 46ba1b256..d859bebd6 100644
--- a/browser/svelte/src/lib/stores/getResource.svelte.test.ts
+++ b/browser/svelte/src/lib/stores/getResource.svelte.test.ts
@@ -5,6 +5,9 @@ import { getResource } from '../index.js';
 import { ATOMIC_STORE_CONTEXT_KEY, getStoreFromContext } from './store.js';
 
 const resource1Subject = 'https://resource1';
+const resource2Subject = 'https://resource2';
+
+const someProp = 'https://some-prop';
 
 // We need to mock getContext because normally you can't use it outside of a Svelte component scope.
 vi.mock('svelte', () => ({
@@ -28,7 +31,7 @@ describe('getResource', () => {
           [core.properties.name]: 'Resource 1',
         },
       });
-      const resource = getResource<DataBrowser.Folder>(resource1Subject);
+      const resource = getResource<DataBrowser.Folder>(() => resource1Subject);
 
       expect(resource).not.toBe(undefined);
       expect(resource.subject).toBe(resource1Subject);
@@ -47,8 +50,8 @@ describe('getResource', () => {
         isA: dataBrowser.classes.folder,
       });
 
-      const resource1 = getResource<DataBrowser.Folder>(resource1Subject);
-      const resource2 = getResource<DataBrowser.Folder>(resource1Subject);
+      const resource1 = getResource<DataBrowser.Folder>(() => resource1Subject);
+      const resource2 = getResource<DataBrowser.Folder>(() => resource1Subject);
 
       expect(resource1.props.name).toBe(undefined);
 
@@ -61,4 +64,44 @@ describe('getResource', () => {
 
     cleanup();
   });
+
+  it('correctly fetches derrived subjects', async () => {
+    const cleanup = $effect.root(() => {
+      const store = getStoreFromContext();
+      console.log(store);
+      store.newResource({
+        subject: resource1Subject,
+        isA: dataBrowser.classes.folder,
+        propVals: {
+          [core.properties.name]: 'Resource 1',
+        },
+      });
+
+      store.newResource({
+        subject: resource2Subject,
+        isA: dataBrowser.classes.folder,
+        propVals: {
+          [core.properties.name]: 'Resource 2',
+        },
+      });
+
+      const resource1 = getResource<DataBrowser.Folder>(() => resource1Subject);
+      const resource2 = getResource<DataBrowser.Folder>(
+        () => resource1.get(someProp) as string,
+      );
+
+      expect(resource1.props.name).toBe('Resource 1');
+      expect(resource2.error).not.toBe(undefined);
+      expect(resource2.props.name).toBe(undefined);
+
+      resource1.set(someProp, resource2Subject);
+
+      flushSync();
+
+      expect(resource2.error).toBe(undefined);
+      expect(resource2.props.name).toBe('Resource 2');
+    });
+
+    cleanup();
+  });
 });
diff --git a/docs/src/SUMMARY.md b/docs/src/SUMMARY.md
index ee1d4a6d6..f3b7efeb3 100644
--- a/docs/src/SUMMARY.md
+++ b/docs/src/SUMMARY.md
@@ -14,6 +14,7 @@
   - [Installation](atomicserver/installation.md)
   - [Using the GUI](atomicserver/gui.md)
     - [Tables](atomicserver/gui/tables.md)
+    - [AI and Atomic Assistant](atomicserver/gui/ai-and-atomic-assistant.md)
   - [API](atomicserver/API.md)
   - [Creating a JSON-AD file](create-json-ad.md)
   - [FAQ & troubleshooting](atomicserver/faq.md)
diff --git a/docs/src/assets/ui-guide/adding-context-to-chat.avif b/docs/src/assets/ui-guide/adding-context-to-chat.avif
new file mode 100644
index 000000000..c278aca88
Binary files /dev/null and b/docs/src/assets/ui-guide/adding-context-to-chat.avif differ
diff --git a/docs/src/assets/ui-guide/adding-mcp-servers.avif b/docs/src/assets/ui-guide/adding-mcp-servers.avif
new file mode 100644
index 000000000..84b97b53a
Binary files /dev/null and b/docs/src/assets/ui-guide/adding-mcp-servers.avif differ
diff --git a/docs/src/assets/ui-guide/ai_sidebar_example.avif b/docs/src/assets/ui-guide/ai_sidebar_example.avif
new file mode 100644
index 000000000..8d275036f
Binary files /dev/null and b/docs/src/assets/ui-guide/ai_sidebar_example.avif differ
diff --git a/docs/src/assets/ui-guide/creating-an-ai-agent.avif b/docs/src/assets/ui-guide/creating-an-ai-agent.avif
new file mode 100644
index 000000000..f279e173c
Binary files /dev/null and b/docs/src/assets/ui-guide/creating-an-ai-agent.avif differ
diff --git a/docs/src/assets/ui-guide/enabling-tools.avif b/docs/src/assets/ui-guide/enabling-tools.avif
new file mode 100644
index 000000000..c1e5a8e91
Binary files /dev/null and b/docs/src/assets/ui-guide/enabling-tools.avif differ
diff --git a/docs/src/atomicserver/gui/ai-and-atomic-assistant.md b/docs/src/atomicserver/gui/ai-and-atomic-assistant.md
new file mode 100644
index 000000000..295261361
--- /dev/null
+++ b/docs/src/atomicserver/gui/ai-and-atomic-assistant.md
@@ -0,0 +1,117 @@
+# AI Features in AtomicServer
+
+AtomicServer offers powerful AI capabilities to help you automate tasks, generate content, and interact with your data in new ways.
+It is also just a great general purpose AI client.
+And if you want nothing to do with AI, you can disable it completely in the settings.
+
+![AI Sidebar](../../assets/ui-guide/ai_sidebar_example.avif)
+
+AtomicServer integrates with large language models (LLMs) via two main providers:
+
+- **OpenRouter**: A cloud-based API that gives access to a wide range of commercial and open-source models (e.g., GPT-4, Claude, Mixtral, etc.).
+- **Ollama**: A self-hosted, local LLM server that runs models on your own hardware for privacy and offline use.
+
+## Configuring AI
+
+Before you start using the AI features you will need to configure an AI provider. This is straightforward and can be done on the settings page.
+
+### OpenRouter
+
+If you want to use OpenRouter, you will need an OpenRouter account with some credits. You can link it to AtomicServer by clicking the "Login with OpenRouter" button or pasting your API key in the text field.
+
+### Ollama
+
+Download and install [Ollama](https://ollama.ai/download) for your desired OS.
+Download some models from the terminal by entering.
+
+```bash
+ollama pull <model-name>
+```
+
+Next start the server:
+
+```bash
+ollama serve
+```
+
+Now in your AtomicServer go to the settings page, scroll down to the AI settings and under "AI Providers" click on Ollama.
+There you can enter the URL of your Ollama server.
+If you are running this server on the same machine as your browser, you can use `http://localhost:11434/api` as the URL.
+Next you need to configure an agent to use the model. To do this go to an AI chat or open the AI sidebar and click on the agent in the chat input.
+Click on the edit button and change the model to your desired Ollama model.
+
+## Using AI
+
+### AI Sidebar
+
+The fastest way to use AI is with the AI sidebar. Open it by clicking on the ✨ button in the top right corner.
+Chats in the AI sidebar do not persist and not shared with other users.
+If you want to save your chat for later reference or to continue at a later point, you can save the chat as a resource by hitting the save button in the top right corner.
+Once saved the chat can be used like any other resource, you can share it with other users and reference it in other resources.
+
+### Creating an AI Chat resource.
+
+You can also create AI chat resources without going through the AI sidebar first.
+To create a full page AI chat that persists, create a new resource and click the `✨ ai-chat` button.
+
+## Referencing resources in the chat
+
+You can reference any resource in the chat by typing the `@` symbol and continue typing the name of the resource.
+The resource data will then be added to the chat as context.
+This way you can also reference resources from your MCP servers.
+
+![Referencing resources in the chat](../../assets/ui-guide/adding-context-to-chat.avif)
+
+## AI Agents
+
+When you chat with an llm, the llm will act as a certain agent. By default this agent is the Atomic Assistant who helps you with AtomicServer stuff like answering questions about your data or searching and editing resources.
+There is also a general purpose agent that doesn't have any instructions for if you just want to use it as a general purpose AI client.
+To switch between agents, click on the agent in the chat input.
+In the agent configuration dialog you can edit and create new agents, set an agent as the default or toggle the automatic agent selection.
+The default agents, Atomic Data Agent and General Agent, are also editable so if you want to change how they work or what model they use feel free to do so.
+
+### Creating Your Own Agents
+
+You can also create your own agents that have their own system prompt, tool list and model.
+
+![Creating an agent](../../assets/ui-guide/creating-an-ai-agent.avif)
+
+### Automatic Agent Selection
+
+AtomicServer features **automatic agent selection**.
+To enable this, click on the agent in the chat input and check "Automatic agent selection".
+AtomicServer will now automatically select the most relevant agent based on the context of the chat.
+It will look at the agent's name, description and tools to determine the most relevant agent so make sure to give your agents a good name and description.
+
+## MCP tools and resources
+
+You can add MCP servers to your AtomicServer client.
+To add an MCP server to your client, go to the settings page and under "MCP Servers" you can add new servers.
+
+![Adding an MCP server](../../assets/ui-guide/adding-mcp-servers.avif)
+
+Next you need to enable the tools for the agent you want to use them with.
+This can be done by editing the agent and checking any mcp server you want it to have.
+
+![Enabling MCP tools](../../assets/ui-guide/enabling-tools.avif)
+
+Your agent will now be able to call the tools of the MCP server.
+
+### MCP Resources
+
+If one of your MCP servers has resources you can reference them in the chat by typing the `@` and selecting the server from the list.
+Then continue typing the name of the resource you want to add to the context.
+
+### How to use STDIO MCP servers
+
+AtomicServer does not support mcp over stdio because the browser cannot access stdio.
+If you want to use an MCP server that only supports stdio you can use tools like [Supergateway](https://github.com/supercorp-ai/supergateway) to convert stdio to Streamable HTTP or SSE.
+
+Example:
+
+```bash
+npx -y supergateway \
+    --stdio "<MCP_SERVER_COMMAND>" \
+    --outputTransport streamableHttp --stateful \
+    --sessionTimeout 60000 --port <PORT>
+```
diff --git a/lib/Cargo.toml b/lib/Cargo.toml
index 1527f6b22..9f4ad688c 100644
--- a/lib/Cargo.toml
+++ b/lib/Cargo.toml
@@ -26,7 +26,7 @@ kuchikiki = { version = "0.8.2", optional = true }
 lol_html = { version = "1", optional = true }
 rand = { version = "0.8" }
 regex = "1"
-ring = "0.17.6"
+ring = "0.17.14"
 rio_api = { version = "0.8", optional = true }
 rio_turtle = { version = "0.8", optional = true }
 serde = { version = "1", features = ["derive"] }
diff --git a/lib/defaults/ai.json b/lib/defaults/ai.json
new file mode 100644
index 000000000..ec317d5ca
--- /dev/null
+++ b/lib/defaults/ai.json
@@ -0,0 +1,272 @@
+[
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-chat",
+    "https://atomicdata.dev/properties/description": "A conversation with an LLM",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/messages"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/properties/name"
+    ],
+    "https://atomicdata.dev/properties/shortname": "ai-chat"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-message",
+    "https://atomicdata.dev/properties/description": "A message in an ai-chat",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/provided-context"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/content"
+    ],
+    "https://atomicdata.dev/properties/shortname": "ai-message"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/file-part",
+    "https://atomicdata.dev/properties/description": "A content part that holds a file. Can be any type of file, including images",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/properties/mimetype",
+      "https://atomicdata.dev/properties/filename"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/data"
+    ],
+    "https://atomicdata.dev/properties/shortname": "file-part"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/reasoning-part",
+    "https://atomicdata.dev/properties/description": "A content block for reasoning output.",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/reasoning-signature"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/properties/description"
+    ],
+    "https://atomicdata.dev/properties/shortname": "reasoning-part"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/text-part",
+    "https://atomicdata.dev/properties/description": "A simple text block.",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/properties/description"
+    ],
+    "https://atomicdata.dev/properties/shortname": "text-part"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/tool-call-part",
+    "https://atomicdata.dev/properties/description": "A content part that represents a tool call made by the llm",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/classes",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-arguments",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result-is-error"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-id",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-name"
+    ],
+    "https://atomicdata.dev/properties/shortname": "tool-call-part"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/source-url-part",
+    "https://atomicdata.dev/properties/description": "A source for a websearch done with an LLM",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Class"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj",
+    "https://atomicdata.dev/properties/recommends": [
+      "https://atomicdata.dev/properties/name"
+    ],
+    "https://atomicdata.dev/properties/requires": [
+      "https://atomicdata.dev/property/url"
+    ],
+    "https://atomicdata.dev/properties/shortname": "source-url-part"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/content",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/resourceArray",
+    "https://atomicdata.dev/properties/description": "list of content-part resources",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "content"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/data",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/string",
+    "https://atomicdata.dev/properties/description": "A base64 encoded file",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "data"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/messages",
+    "https://atomicdata.dev/properties/classtype": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/class/ai-message",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/resourceArray",
+    "https://atomicdata.dev/properties/description": "list of ai-messages",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "messages"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/provided-context",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/resourceArray",
+    "https://atomicdata.dev/properties/description": "list of resources that add context to the prompt",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "provided-context"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/reasoning-signature",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/string",
+    "https://atomicdata.dev/properties/description": "signature to verify that it came from the llm",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "reasoning-signature"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/allowsOnly": [
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/user",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/assistant",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/system",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/tool",
+      "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/error"
+    ],
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/atomicURL",
+    "https://atomicdata.dev/properties/description": "The type of message",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "role"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-arguments",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/json",
+    "https://atomicdata.dev/properties/description": "JSON object of arguments given by the llm",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "tool-input"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-id",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/string",
+    "https://atomicdata.dev/properties/description": "The id of the tool call, used to link the call to the result",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "tool-id"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-name",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/string",
+    "https://atomicdata.dev/properties/description": "name of the tool that was called",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "tool-name"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/json",
+    "https://atomicdata.dev/properties/description": "JSON object containing the result of a tool-call",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "tool-output"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/tool-result-is-error",
+    "https://atomicdata.dev/properties/datatype": "https://atomicdata.dev/datatypes/boolean",
+    "https://atomicdata.dev/properties/description": "If the tool errored while executing.",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Property"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/properties",
+    "https://atomicdata.dev/properties/shortname": "tool-result-is-error"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/user",
+    "https://atomicdata.dev/properties/color": "#5FF56E",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Tag"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/shortname": "user"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/assistant",
+    "https://atomicdata.dev/properties/color": "#FF006E",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Tag"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/shortname": "assistant"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/system",
+    "https://atomicdata.dev/properties/color": "#3A86FF",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Tag"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/shortname": "system"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/tool",
+    "https://atomicdata.dev/properties/color": "#3A86FF",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Tag"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/shortname": "tool"
+  },
+  {
+    "@id": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/tag/error",
+    "https://atomicdata.dev/properties/color": "#FB5607",
+    "https://atomicdata.dev/properties/isA": [
+      "https://atomicdata.dev/classes/Tag"
+    ],
+    "https://atomicdata.dev/properties/parent": "https://atomicdata.dev/01jtjxtsa9syxmfca2zx5gcnmj/property/role",
+    "https://atomicdata.dev/properties/shortname": "error"
+  }
+]
diff --git a/lib/src/populate.rs b/lib/src/populate.rs
index da752e25e..0fe5fdf36 100644
--- a/lib/src/populate.rs
+++ b/lib/src/populate.rs
@@ -267,6 +267,9 @@ pub fn populate_default_store(store: &impl Storelike) -> AtomicResult<()> {
             &ParseOpts::default(),
         )
         .map_err(|e| format!("Failed to import ontologies.json: {e}"))?;
+    store
+        .import(include_str!("../defaults/ai.json",), &ParseOpts::default())
+        .map_err(|e| format!("Failed to import ai.json: {e}"))?;
     Ok(())
 }
 
diff --git a/server/Cargo.toml b/server/Cargo.toml
index f49f0e77f..27ca93915 100644
--- a/server/Cargo.toml
+++ b/server/Cargo.toml
@@ -48,11 +48,11 @@ simple-server-timing-header = "0.1.0"
 static-files = "0.2"
 tantivy = "0.22"
 tracing = "0.1"
-tracing-actix-web = "0.7"
 tracing-chrome = "0.7"
 tracing-log = "0.2"
 ureq = "2"
 urlencoding = "2"
+ring = "0.17.14"
 
 [dependencies.instant-acme]
 optional = true
@@ -68,15 +68,23 @@ version = "0.12"
 
 [dependencies.tracing-opentelemetry]
 optional = true
-version = "0.22.0"
+version = "0.29.0"
 
 [dependencies.opentelemetry]
 optional = true
-version = "0.21.0"
+version = "0.28.0"
 
-[dependencies.opentelemetry-jaeger]
+[dependencies.opentelemetry-otlp]
 optional = true
-version = "0.20.0"
+version = "0.28.0"
+
+[dependencies.opentelemetry_sdk]
+optional = true
+version = "0.28.0"
+
+[dependencies.tracing-actix-web]
+version = "0.7"
+features = ["opentelemetry_0_29"]
 
 [dependencies.actix-web]
 features = ["rustls"]
@@ -126,10 +134,17 @@ actix-rt = "2"
 assert_cmd = "2"
 
 [features]
+telemetry = [
+    "tracing-opentelemetry",
+    "opentelemetry",
+    "opentelemetry-otlp/trace",
+    "opentelemetry-otlp/grpc-tonic",
+    "opentelemetry_sdk",
+    "opentelemetry_sdk/rt-tokio",    # 👈 important for batching
+]
+img = ["webp", "image"]
 default = ["https", "telemetry", "img"]
 https = ["rustls", "instant-acme", "rcgen", "rustls-pemfile"]
-telemetry = ["tracing-opentelemetry", "opentelemetry", "opentelemetry-jaeger"]
-img = ["webp", "image"]
 
 [lib]
 name = "atomic_server_lib"
diff --git a/server/src/handlers/single_page_app.rs b/server/src/handlers/single_page_app.rs
index 0e7fe8329..75fd7340e 100644
--- a/server/src/handlers/single_page_app.rs
+++ b/server/src/handlers/single_page_app.rs
@@ -11,6 +11,7 @@ pub async fn single_page(
     path: actix_web::web::Path<String>,
 ) -> AtomicServerResult<HttpResponse> {
     let template = include_str!("../../assets_tmp/index.html");
+    let csp_nonce = generate_nonce().map_err(|_e| "Failed to generate nonce")?;
     let subject = format!("{}/{}", appstate.store.get_server_url()?, path);
     let meta_tags: MetaTags = if let Ok(resource_response) =
         appstate
@@ -22,8 +23,13 @@ pub async fn single_page(
         MetaTags::default()
     };
 
-    let script = format!("<script>{}</script>", appstate.config.opts.script);
+    let script = format!(
+        "<script nonce=\"{}\">{}</script>",
+        csp_nonce, appstate.config.opts.script
+    );
+
     let body = template
+        .replace("ATOMICSERVER_NONCE", &csp_nonce)
         .replace("<!-- { inject_html_head } -->", &meta_tags.to_string())
         .replace("<!-- { inject_script } -->", &script);
 
@@ -35,6 +41,10 @@ pub async fn single_page(
             "Cache-Control",
             "no-store, no-cache, must-revalidate, private",
         ))
+        .insert_header((
+            "Content-Security-Policy",
+            format!("script-src 'nonce-{}'; worker-src 'self'", csp_nonce),
+        ))
         .body(body);
 
     Ok(resp)
@@ -159,6 +169,17 @@ fn escape_html(s: &str) -> String {
         .replace('/', "&#x2F;")
 }
 
+fn generate_nonce() -> Result<String, ring::error::Unspecified> {
+    use base64::{engine::general_purpose, Engine as _};
+    use ring::rand::{SecureRandom, SystemRandom};
+
+    let mut nonce_bytes = [0u8; 32];
+    let rng = SystemRandom::new();
+    rng.fill(&mut nonce_bytes)?;
+
+    Ok(general_purpose::URL_SAFE_NO_PAD.encode(nonce_bytes))
+}
+
 #[cfg(test)]
 mod test {
     use super::MetaTags;
diff --git a/server/src/trace.rs b/server/src/trace.rs
index 61cf06059..566f5904f 100644
--- a/server/src/trace.rs
+++ b/server/src/trace.rs
@@ -34,13 +34,44 @@ pub fn init_tracing(config: &crate::config::Config) -> Option<tracing_chrome::Fl
         crate::config::Tracing::Opentelemetry => {
             #[cfg(feature = "telemetry")]
             {
-                println!("Enabling tracing for OpenTelemetry and Jaeger");
-                let tracer = opentelemetry_jaeger::new_agent_pipeline()
-                    .with_service_name("atomic-server")
-                    .install_simple()
-                    .expect("Error initializing Jaeger exporter");
+                use opentelemetry::trace::TracerProvider;
+                use opentelemetry::KeyValue;
+                use opentelemetry_otlp::{Protocol, WithExportConfig};
+                use opentelemetry_sdk::{trace as sdktrace, Resource};
+                use tracing_subscriber::layer::SubscriberExt;
+
+                let endpoint = std::env::var("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT")
+                    .unwrap_or_else(|_| "http://localhost:4317".into()); // gRPC
+
+                println!("Enabling OTel gRPC at {}", endpoint);
+
+                // gRPC exporter (no `.tonic()` in 0.29, just enable "tonic" feature)
+                let exporter = opentelemetry_otlp::SpanExporter::builder()
+                    .with_tonic()
+                    .with_endpoint(endpoint)
+                    .with_protocol(Protocol::Grpc)
+                    .build()
+                    .expect("build OTLP gRPC exporter");
+
+                let resource = Resource::builder()
+                    .with_attributes(vec![
+                        KeyValue::new("service.name", "atomic-server"),
+                        KeyValue::new("service.version", env!("CARGO_PKG_VERSION")),
+                    ])
+                    .build();
+
+                let provider = sdktrace::SdkTracerProvider::builder()
+                    .with_resource(resource)
+                    .with_sampler(sdktrace::Sampler::AlwaysOn)
+                    .with_batch_exporter(exporter) // runtime is set by Cargo feature
+                    .build();
+
+                let tracer = provider.tracer("atomic-server");
+
                 let layer = tracing_opentelemetry::layer().with_tracer(tracer);
                 tracing_registry.with(layer).init();
+
+                opentelemetry::global::set_tracer_provider(provider);
             }
             #[cfg(not(feature = "telemetry"))]
             {