diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index eef6d78b..1d01de9c 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -10,6 +10,15 @@ env:
 jobs:
   build:
     runs-on: ubuntu-latest
+    services:
+      pinecone:
+        image: ghcr.io/pinecone-io/pinecone-local:latest
+        env:
+          PORT: 5080
+          PINECONE_HOST: localhost
+        ports:
+          - "5080-6000:5080-6000"
+
     strategy:
       matrix:
         python-version:
@@ -26,6 +35,12 @@ jobs:
         key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
         restore-keys: |
           ${{ runner.os }}-poetry-
+
+    - name: Wait for Pinecone service to start
+      run: |
+        echo "Waiting for Pinecone service to start..."
+        sleep 10  # Wait for 10 seconds to ensure the container is up
+
     - name: Install poetry
       run: |
         pipx install poetry==$POETRY_VERSION
@@ -34,18 +49,26 @@ jobs:
       with:
         python-version: ${{ matrix.python-version }}
         cache: poetry
+
+    # only needed for local testing
+    # - name: Add Poetry to PATH
+    #   run: echo "PATH=$HOME/.local/bin:$PATH" >> $GITHUB_ENV
+      
     - name: Install dependencies
       run: |
         poetry install --all-extras
     - name: Install nltk
       run: |
         pip install nltk
+
     - name: Download nltk data
       run: |
         python -m nltk.downloader punkt stopwords wordnet punkt_tab
+    
     - name: Pytest All
       env:
-        PINECONE_API_KEY: ${{ secrets.PINECONE_API_KEY }}
+        PINECONE_API_KEY: pclocal
+        PINECONE_API_BASE_URL: http://localhost:5080
         OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
         COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
       run: |
diff --git a/.gitignore b/.gitignore
index 094c61f4..c0bd2843 100644
--- a/.gitignore
+++ b/.gitignore
@@ -13,6 +13,7 @@ venv/
 # local env files
 .env*.local
 .env
+my.secrets
 mac.env
 local.mac.env
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4de28c82..d7208e9b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -13,7 +13,7 @@ Please follow these guidelines when making a contribution:
         - Navigating to /semantic-router.
         - Running `make lint` to fix linting issues.
         - Running `black .` to fix `black` linting issues.
-        - Running `ruff . --fix` to fix `ruff` linting issues (where possible, others may need manual changes).
+        - Running `ruff check . --fix` to fix `ruff` linting issues (where possible, others may need manual changes).
         - Running `mypy .` and then fixing any of the issues that are raised.
         - Confirming the linters pass using `make lint` again.
     - Ensure that, for any new code, new [PyTests are written](https://github.com/aurelio-labs/semantic-router/tree/main/tests/unit). If any code is removed, then ensure that corresponding PyTests are also removed. Finally, ensure that all remaining PyTests pass using `pytest ./tests` (to avoid integration tests you can run `pytest ./tests/unit`.
diff --git a/Makefile b/Makefile
index ad9e9357..5f85bd41 100644
--- a/Makefile
+++ b/Makefile
@@ -15,8 +15,9 @@ test:
 	poetry run pytest -vv --cov=semantic_router --cov-report=term-missing --cov-report=xml --exitfirst --maxfail=1
 
 test_functional:
-	poetry run pytest -vv --exitfirst --maxfail=1 tests/functional
+	poetry run pytest -vv  -s --exitfirst --maxfail=1 tests/functional
 test_unit:
 	poetry run pytest -vv --exitfirst --maxfail=1 tests/unit
+
 test_integration:
 	poetry run pytest -vv --exitfirst --maxfail=1 tests/integration
diff --git a/docs/indexes/pinecone-local.ipynb b/docs/indexes/pinecone-local.ipynb
new file mode 100644
index 00000000..5cfc5409
--- /dev/null
+++ b/docs/indexes/pinecone-local.ipynb
@@ -0,0 +1,773 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Using PineconeLocalIndex for Routes\n",
+    "\n",
+    "Pinecone Local is an in-memory Pinecone Database emulator available as a Docker image.\n",
+    "\n",
+    "It's useful for running tests using the Pinecone local server. Your data will not leave your system, which is also helpful if you want to do testing locally before committing to a Pinecone account.\n",
+    "\n",
+    "## Limitations\n",
+    "Pinecone Local has the following limitations:\n",
+    "\n",
+    "- Pinecone Local is available only as a Docker image.\n",
+    "- Pinecone Local is an in-memory emulator and is not suitable for production. Records loaded into Pinecone Local do not persist after it is stopped.\n",
+    "- Pinecone Local does not authenticate client requests. API keys are ignored.\n",
+    "- Max number of records per index: 100,000.\n",
+    "\n",
+    "## Getting Started\n",
+    "Make sure [Docker](https://docs.docker.com/get-docker/) is installed and running on your local machine.\n",
+    "\n",
+    "### Download the latest pinecone-local Docker image:\n",
+    "\n",
+    "\n",
+    "Download the latest pinecone-local Docker image:\n",
+    "\n",
+    "```bash\n",
+    "docker pull ghcr.io/pinecone-io/pinecone-local:latest\n",
+    "```\n",
+    "\n",
+    "### Start Pinecone Local:\n",
+    "\n",
+    "```bash\n",
+    "docker run -d \\\n",
+    "--name pinecone-local \\\n",
+    "-e PORT=5080 \\\n",
+    "-e PINECONE_HOST=localhost \\\n",
+    "-p 5080-6000:5080-6000 \\\n",
+    "--platform linux/amd64 \\\n",
+    "ghcr.io/pinecone-io/pinecone-local:latest\n",
+    "```\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install -qU \"semantic-router[pinecone]==0.0.22\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\awesome\\anaconda3\\envs\\py12\\Lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n"
+     ]
+    }
+   ],
+   "source": [
+    "from semantic_router import Route\n",
+    "\n",
+    "# we could use this as a guide for our chatbot to avoid political conversations\n",
+    "politics = Route(\n",
+    "    name=\"politics\",\n",
+    "    utterances=[\n",
+    "        \"isn't politics the best thing ever\",\n",
+    "        \"why don't you tell me about your political opinions\",\n",
+    "        \"don't you just love the president\" \"don't you just hate the president\",\n",
+    "        \"they're going to destroy this country!\",\n",
+    "        \"they will save the country!\",\n",
+    "    ],\n",
+    ")\n",
+    "\n",
+    "# this could be used as an indicator to our chatbot to switch to a more\n",
+    "# conversational prompt\n",
+    "chitchat = Route(\n",
+    "    name=\"chitchat\",\n",
+    "    utterances=[\n",
+    "        \"how's the weather today?\",\n",
+    "        \"how are things going?\",\n",
+    "        \"lovely weather today\",\n",
+    "        \"the weather is horrendous\",\n",
+    "        \"let's go to the chippy\",\n",
+    "    ],\n",
+    ")\n",
+    "\n",
+    "# we place both of our decisions together into single list\n",
+    "routes = [politics, chitchat]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[Route(name='politics', utterances=[\"isn't politics the best thing ever\", \"why don't you tell me about your political opinions\", \"don't you just love the presidentdon't you just hate the president\", \"they're going to destroy this country!\", 'they will save the country!'], description=None, function_schemas=None, llm=None, score_threshold=None, metadata={}),\n",
+       " Route(name='chitchat', utterances=[\"how's the weather today?\", 'how are things going?', 'lovely weather today', 'the weather is horrendous', \"let's go to the chippy\"], description=None, function_schemas=None, llm=None, score_threshold=None, metadata={})]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "routes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "from getpass import getpass\n",
+    "from semantic_router.encoders import OpenAIEncoder\n",
+    "\n",
+    "# get at platform.openai.com\n",
+    "os.environ[\"OPENAI_API_KEY\"] = os.environ.get(\"OPENAI_API_KEY\") or getpass(\n",
+    "    \"Enter OpenAI API key: \"\n",
+    ")\n",
+    "encoder = OpenAIEncoder(\n",
+    "    name=\"text-embedding-3-large\", score_threshold=0.5, dimensions=1536\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For Pinecone Local, you can pass the API key as `pclocal`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:40:01 - semantic_router.utils.logger - WARNING - pinecone.py:169 - __init__() - Default region changed from us-west-2 to us-east-1 in v0.1.0.dev6\n",
+      "2025-02-03 15:40:01 - pinecone_plugin_interface.logging - INFO - discover_namespace_packages.py:12 - discover_subpackages() - Discovering subpackages in _NamespacePath(['c:\\\\Users\\\\awesome\\\\anaconda3\\\\envs\\\\py12\\\\Lib\\\\site-packages\\\\pinecone_plugins'])\n",
+      "2025-02-03 15:40:01 - pinecone_plugin_interface.logging - INFO - discover_plugins.py:9 - discover_plugins() - Looking for plugins in pinecone_plugins.inference\n",
+      "2025-02-03 15:40:01 - pinecone_plugin_interface.logging - INFO - installation.py:10 - install_plugins() - Installing plugin inference into Pinecone\n",
+      "2025-02-03 15:40:01 - semantic_router.utils.logger - ERROR - pinecone.py:233 - _init_index() - index_host exists-pinecone:localhost:5081\n",
+      "2025-02-03 15:40:01 - semantic_router.utils.logger - ERROR - pinecone.py:234 - _init_index() - base_url exists-pinecone:http://localhost:5080\n",
+      "2025-02-03 15:40:01 - semantic_router.utils.logger - ERROR - pinecone.py:251 - _init_index() - index_host exists:http://localhost:5081\n",
+      "2025-02-03 15:40:01 - semantic_router.utils.logger - ERROR - pinecone.py:252 - _init_index() - index exists:<pinecone.data.index.Index object at 0x000002C6C9DC3200>\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "from semantic_router.index.pinecone import PineconeIndex\n",
+    "\n",
+    "os.environ[\"PINECONE_API_KEY\"] = os.environ.get(\"PINECONE_API_KEY\") or getpass(\n",
+    "    \"Enter Pinecone API key: \"\n",
+    ")\n",
+    "\n",
+    "# Pass the pinecone local hosted url as base url\n",
+    "# os.environ[\"PINECONE_API_BASE_URL\"] = \"https://api.pinecone.io\"\n",
+    "os.environ[\"PINECONE_API_BASE_URL\"] = \"http://localhost:5080\"\n",
+    "\n",
+    "index = PineconeIndex(\n",
+    "    index_name=\"route-test\", dimensions=1536, base_url=\"http://localhost:5080\"\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:01 - semantic_router.utils.logger - ERROR - pinecone.py:233 - _init_index() - index_host exists-pinecone:localhost:5081\n",
+      "2025-02-03 15:41:01 - semantic_router.utils.logger - ERROR - pinecone.py:234 - _init_index() - base_url exists-pinecone:http://localhost:5080\n",
+      "2025-02-03 15:41:01 - semantic_router.utils.logger - ERROR - pinecone.py:251 - _init_index() - index_host exists:http://localhost:5081\n",
+      "2025-02-03 15:41:01 - semantic_router.utils.logger - ERROR - pinecone.py:252 - _init_index() - index exists:<pinecone.data.index.Index object at 0x000002C6CAA8FB90>\n"
+     ]
+    }
+   ],
+   "source": [
+    "from semantic_router.routers import SemanticRouter\n",
+    "\n",
+    "router = SemanticRouter(\n",
+    "    encoder=encoder,\n",
+    "    routes=routes,\n",
+    "    index=index,\n",
+    "    auto_sync=\"local\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can check our route layer and index information."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'http://localhost:5081'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "index.index_host"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'http://localhost:5081'"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.index.index_host"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'indexes': [{'deletion_protection': 'disabled',\n",
+       "              'dimension': 1536,\n",
+       "              'host': 'localhost:5081',\n",
+       "              'metric': 'dotproduct',\n",
+       "              'name': 'route-test',\n",
+       "              'spec': {'serverless': {'cloud': 'aws', 'region': 'us-east-1'}},\n",
+       "              'status': {'ready': True, 'state': 'Ready'}}]}"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.index.client.list_indexes()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.index.is_ready()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.is_synced()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['  chitchat: how are things going?',\n",
+       " \"  chitchat: how's the weather today?\",\n",
+       " \"  chitchat: let's go to the chippy\",\n",
+       " '  chitchat: lovely weather today',\n",
+       " '  chitchat: the weather is horrendous',\n",
+       " \"  politics: don't you just love the presidentdon't you just hate the president\",\n",
+       " \"  politics: isn't politics the best thing ever\",\n",
+       " '  politics: they will save the country!',\n",
+       " \"  politics: they're going to destroy this country!\",\n",
+       " \"  politics: why don't you tell me about your political opinions\"]"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.get_utterance_diff()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:08 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:41:08 - semantic_router.utils.logger - ERROR - pinecone.py:575 - query() - retrying query with vector as str\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "RouteChoice(name='politics', function_call=None, similarity_score=None)"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router(\"don't you love politics?\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['politics', 'chitchat']"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.list_route_names()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:17 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:41:17 - semantic_router.utils.logger - ERROR - pinecone.py:575 - query() - retrying query with vector as str\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "RouteChoice(name='chitchat', function_call=None, similarity_score=None)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router(\"how are things going?\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "10"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(router.index)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can also view all of the records for a given route:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['politics#64069085d9d6e98e5a80915f69fabe82bac6c742f801bc305c5001dce88f0d19',\n",
+       " 'politics#af8b76111f260cf44fb34f04fcf82927dcbe08e8f47c30f4d571379c1512fac8',\n",
+       " 'politics#d1bb40236c3d95b9c695bfa86b314b6da4eb87e136699563fccae47fccea23e2',\n",
+       " 'politics#ed0f3dd7bd5dea12e55b1953bcd2c562a5ab19f501f6d5ff8c8927652c3904b8',\n",
+       " 'politics#fc6d15f9e6075e6de82b3fbef6722b64353e4eadc8d663b7312a4ed60c43e6f6']"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.index._get_route_ids(route_name=\"politics\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And query:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:25 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:41:25 - semantic_router.utils.logger - ERROR - pinecone.py:575 - query() - retrying query with vector as str\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'politics'"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router(\"don't you love politics?\").name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:19:14 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:19:14 - semantic_router.utils.logger - ERROR - pinecone.py:572 - query() - retrying query with vector as str\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'chitchat'"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router(\"how's the weather today?\").name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:32 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:41:32 - semantic_router.utils.logger - ERROR - pinecone.py:575 - query() - retrying query with vector as str\n"
+     ]
+    }
+   ],
+   "source": [
+    "router(\"I'm interested in learning about llama 2\").name"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can delete or update routes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "10"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(router.index)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Deleting a Route from the Semantic Router\n",
+    "In this section, we demonstrate how to delete a specific route from the `SemanticRouter` instance. This is useful when you want to remove a route that is no longer needed or to update the routing logic dynamically.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:39 - semantic_router.utils.logger - WARNING - pinecone.py:611 - _read_config() - Configuration for sr_lock parameter not found in index.\n",
+      "2025-02-03 15:41:39 - semantic_router.utils.logger - INFO - pinecone.py:477 - delete() - index is not None, deleting...\n",
+      "2025-02-03 15:41:39 - semantic_router.utils.logger - INFO - pinecone.py:491 - delete() - Deleted 5 vectors from index route-test.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "5"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import time\n",
+    "\n",
+    "router.delete(route_name=\"politics\")\n",
+    "time.sleep(1)\n",
+    "len(router.index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:41:49 - httpx - INFO - _client.py:1013 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
+      "2025-02-03 15:41:49 - semantic_router.utils.logger - ERROR - pinecone.py:575 - query() - retrying query with vector as str\n"
+     ]
+    }
+   ],
+   "source": [
+    "router(\"don't you love politics??\").name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[Route(name='chitchat', utterances=['how are things going?', \"how's the weather today?\", 'the weather is horrendous', 'lovely weather today', \"let's go to the chippy\"], description=None, function_schemas=None, llm=None, score_threshold=None, metadata={})]"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router.index.get_routes()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Asynchronous Route Query with Semantic Router\n",
+    "\n",
+    "In this section, we explore how to perform an asynchronous query using the `SemanticRouter`. This approach is beneficial when you want to handle multiple queries concurrently without blocking the execution of your program."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-02-03 15:42:01 - httpx - INFO - _client.py:1729 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "RouteChoice(name='chitchat', function_call=None, similarity_score=None)"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "await router.acall(\"how are things going?\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'indexes': [{'name': 'route-test',\n",
+       "   'dimension': 1536,\n",
+       "   'metric': 'dotproduct',\n",
+       "   'host': 'localhost:5081',\n",
+       "   'deletion_protection': 'disabled',\n",
+       "   'spec': {'serverless': {'cloud': 'aws', 'region': 'us-east-1'}},\n",
+       "   'status': {'ready': True, 'state': 'Ready'}}]}"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "await router.index._async_list_indexes()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Stop and remove Pinecone Local\n",
+    "\n",
+    "To stop and remove the resources for Pinecone Local, run the following command:\n",
+    "\n",
+    "```bash\n",
+    "docker compose down\n",
+    "docker stop pinecone-local\n",
+    "docker rm pinecone-local\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/poetry.lock b/poetry.lock
index 5c32af55..6ecfef5d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -6,6 +6,7 @@ version = "24.1.0"
 description = "File support for asyncio."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"},
     {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"},
@@ -17,6 +18,7 @@ version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
     {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
@@ -28,6 +30,7 @@ version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
@@ -126,6 +129,7 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -140,6 +144,8 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -151,6 +157,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -162,6 +169,7 @@ version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
     {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -184,6 +192,8 @@ version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "platform_system == \"Darwin\""
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
@@ -195,6 +205,7 @@ version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
     {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
@@ -210,6 +221,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -217,13 +230,14 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.3.0"
+version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
-    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
+    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
+    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
 ]
 
 [package.extras]
@@ -236,13 +250,14 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "aurelio-sdk"
-version = "0.0.16"
+version = "0.0.18"
 description = "Aurelio Platform SDK"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
 files = [
-    {file = "aurelio_sdk-0.0.16-py3-none-any.whl", hash = "sha256:015fb384552fea5541350f1ca1be72c0186b38ecab0a97a2a29ec38e611cfbce"},
-    {file = "aurelio_sdk-0.0.16.tar.gz", hash = "sha256:afdbada21d91160044dc8b953eddfb2cdae18f1c2a946098ca3f8057d6bc9ce7"},
+    {file = "aurelio_sdk-0.0.18-py3-none-any.whl", hash = "sha256:c990eaccfd7d465a5c70249518cdb09274b42caf1b3c6ff1e16a13a1581d5d26"},
+    {file = "aurelio_sdk-0.0.18.tar.gz", hash = "sha256:95d987eb08b526b43734033352f3c7965b0001017c34184dcfaead26dad261d2"},
 ]
 
 [package.dependencies]
@@ -260,6 +275,8 @@ version = "2.16.0"
 description = "Internationalization utilities"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
     {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
@@ -274,6 +291,8 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.6.0"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -295,6 +314,7 @@ version = "24.4.2"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "black-24.4.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dd1b5a14e417189db4c7b64a6540f31730713d173f0b63e55fabd52d61d8fdce"},
     {file = "black-24.4.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e537d281831ad0e71007dcdcbe50a71470b978c453fa41ce77186bbe0ed6021"},
@@ -339,32 +359,36 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.35.97"
+version = "1.36.9"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
-    {file = "boto3-1.35.97-py3-none-any.whl", hash = "sha256:8e49416216a6e3a62c2a0c44fba4dd2852c85472e7b702516605b1363867d220"},
-    {file = "boto3-1.35.97.tar.gz", hash = "sha256:7d398f66a11e67777c189d1f58c0a75d9d60f98d0ee51b8817e828930bf19e4e"},
+    {file = "boto3-1.36.9-py3-none-any.whl", hash = "sha256:440d0b70990efb732f63b40fa16c663c86fee80347eb4bf3bcc08b593e8ac77f"},
+    {file = "boto3-1.36.9.tar.gz", hash = "sha256:035ed3868ff3b9afe05a49d0bde35582315bc438e60b5e76727a00b107567bfb"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.97,<1.36.0"
+botocore = ">=1.36.9,<1.37.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.10.0,<0.11.0"
+s3transfer = ">=0.11.0,<0.12.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.97"
+version = "1.36.9"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
-    {file = "botocore-1.35.97-py3-none-any.whl", hash = "sha256:fed4f156b1a9b8ece53738f702ba5851b8c6216b4952de326547f349cc494f14"},
-    {file = "botocore-1.35.97.tar.gz", hash = "sha256:88f2fab29192ffe2f2115d5bafbbd823ff4b6eb2774296e03ec8b5b0fe074f61"},
+    {file = "botocore-1.36.9-py3-none-any.whl", hash = "sha256:e31d206c7708300c541d0799df73b576bbe7d8bed011687d96323ed48763ffd2"},
+    {file = "botocore-1.36.9.tar.gz", hash = "sha256:cb3baefdb8326fdfae0750015e5868330e18d3a088a31da658df2cc8cba7ac73"},
 ]
 
 [package.dependencies]
@@ -376,17 +400,19 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.22.0)"]
+crt = ["awscrt (==0.23.4)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.0"
+version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
-    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
+    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
+    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
 ]
 
 [[package]]
@@ -395,6 +421,7 @@ version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
     {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
@@ -406,6 +433,8 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "implementation_name == \"pypy\""
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
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@@ -485,6 +514,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
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@@ -586,30 +616,33 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
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 ]
+markers = {main = "extra == \"hybrid\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cohere"
-version = "5.13.6"
+version = "5.13.11"
 description = ""
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"cohere\""
 files = [
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+    {file = "cohere-5.13.11.tar.gz", hash = "sha256:85d2c1a28ac83d3479a5c1ca6cdf97bb52794714c7fde054eb936cfeafaf57f6"},
 ]
 
 [package.dependencies]
 fastavro = ">=1.9.4,<2.0.0"
 httpx = ">=0.21.2"
 httpx-sse = "0.4.0"
-parameterized = ">=0.9.0,<0.10.0"
 pydantic = ">=1.9.2"
 pydantic-core = ">=2.18.2,<3.0.0"
 requests = ">=2.0.0,<3.0.0"
@@ -623,6 +656,7 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
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@@ -634,6 +668,8 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
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     {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -651,6 +687,7 @@ version = "6.9.0"
 description = "Add colours to the output of Python's logging module."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff"},
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@@ -668,6 +705,7 @@ version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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     {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
@@ -685,6 +723,7 @@ version = "7.6.10"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "coverage-7.6.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5c912978f7fbf47ef99cec50c4401340436d200d41d714c7a4766f377c5b7b78"},
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@@ -758,37 +797,38 @@ toml = ["tomli"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.11"
+version = "1.8.12"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -797,6 +837,7 @@ version = "5.1.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
@@ -808,6 +849,8 @@ version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"local\""
 files = [
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@@ -819,6 +862,7 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
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@@ -830,6 +874,8 @@ version = "0.16"
 description = "Parse Python docstrings in reST, Google and Numpydoc format"
 optional = true
 python-versions = ">=3.6,<4.0"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
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@@ -841,6 +887,8 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
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@@ -852,6 +900,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -866,6 +916,7 @@ version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc"},
     {file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
@@ -876,13 +927,14 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "executing-2.1.0-py2.py3-none-any.whl", hash = "sha256:8d63781349375b5ebccc3142f4b30350c0cd9c79f921cde38be2be4637e98eaf"},
-    {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
+    {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
+    {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
 ]
 
 [package.extras]
@@ -894,6 +946,8 @@ version = "1.10.0"
 description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"cohere\""
 files = [
     {file = "fastavro-1.10.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1a9fe0672d2caf0fe54e3be659b13de3cad25a267f2073d6f4b9f8862acc31eb"},
     {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86dd0410770e0c99363788f0584523709d85e57bb457372ec5c285a482c17fe6"},
@@ -940,6 +994,8 @@ version = "0.3.6"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = true
 python-versions = "<3.13,>=3.8.0"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
     {file = "fastembed-0.3.6-py3-none-any.whl", hash = "sha256:2bf70edae28bb4ccd9e01617098c2075b0ba35b88025a3d22b0e1e85b2c488ce"},
     {file = "fastembed-0.3.6.tar.gz", hash = "sha256:c93c8ec99b8c008c2d192d6297866b8d70ec7ac8f5696b34eb5ea91f85efd15f"},
@@ -964,29 +1020,33 @@ tqdm = ">=4.66,<5.0"
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.17.0"
 description = "A platform independent file lock."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"cohere\" or extra == \"local\" or extra == \"vision\" or extra == \"fastembed\") and (extra == \"cohere\" or python_version < \"3.13\")"
 files = [
-    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
-    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
+    {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
+    {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "flatbuffers"
-version = "24.12.23"
+version = "25.1.24"
 description = "The FlatBuffers serialization format for Python"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
-    {file = "flatbuffers-24.12.23-py2.py3-none-any.whl", hash = "sha256:c418e0d48890f4142b92fd3e343e73a48f194e1f80075ddcc5793779b3585444"},
-    {file = "flatbuffers-24.12.23.tar.gz", hash = "sha256:2910b0bc6ae9b6db78dd2b18d0b7a0709ba240fb5585f286a3a2b30785c22dac"},
+    {file = "flatbuffers-25.1.24-py2.py3-none-any.whl", hash = "sha256:1abfebaf4083117225d0723087ea909896a34e3fec933beedb490d595ba24145"},
+    {file = "flatbuffers-25.1.24.tar.gz", hash = "sha256:e0f7b7d806c0abdf166275492663130af40c11f89445045fbef0aa3c9a8643ad"},
 ]
 
 [[package]]
@@ -995,6 +1055,7 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1096,6 +1157,8 @@ version = "2024.12.0"
 description = "File-system specification"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(extra == \"cohere\" or extra == \"local\" or extra == \"vision\" or extra == \"fastembed\") and (extra == \"cohere\" or python_version < \"3.13\")"
 files = [
     {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
     {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
@@ -1131,13 +1194,15 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "google-api-core"
-version = "2.24.0"
+version = "2.24.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "google_api_core-2.24.0-py3-none-any.whl", hash = "sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9"},
-    {file = "google_api_core-2.24.0.tar.gz", hash = "sha256:e255640547a597a4da010876d333208ddac417d60add22b6851a0c66a831fcaf"},
+    {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"},
+    {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"},
 ]
 
 [package.dependencies]
@@ -1166,13 +1231,15 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.37.0"
+version = "2.38.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "google_auth-2.37.0-py2.py3-none-any.whl", hash = "sha256:42664f18290a6be591be5329a96fe30184be1a1badb7292a7f686a9659de9ca0"},
-    {file = "google_auth-2.37.0.tar.gz", hash = "sha256:0054623abf1f9c83492c63d3f47e77f0a544caa3d40b2d98e099a611c2dd5d00"},
+    {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
+    {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
 ]
 
 [package.dependencies]
@@ -1190,13 +1257,15 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.76.0"
+version = "1.79.0"
 description = "Vertex AI API client library"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "google_cloud_aiplatform-1.76.0-py2.py3-none-any.whl", hash = "sha256:0b0348525b9528db7b69538ff6e86289ea2ce0d80f3784a42865fc994fe10dd1"},
-    {file = "google_cloud_aiplatform-1.76.0.tar.gz", hash = "sha256:910fb7fb6ef7ec73a48523872d669370755f59ac6d764dc8bf2fc91e7c0b2fca"},
+    {file = "google_cloud_aiplatform-1.79.0-py2.py3-none-any.whl", hash = "sha256:e52d518c386ce2b4ce57f1b73b46c57531d9a6ccd70c21a37b349f428bfc1c3f"},
+    {file = "google_cloud_aiplatform-1.79.0.tar.gz", hash = "sha256:362bfd16716dcfb6c131736f25246790002b29c99a246fcf4c08a7c71bd2301f"},
 ]
 
 [package.dependencies]
@@ -1218,10 +1287,10 @@ autologging = ["mlflow (>=1.27.0,<=2.16.0)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-evaluation = ["pandas (>=1.0.0)", "tqdm (>=4.23.0)"]
-full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-langchain = ["langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
-langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "typing-extensions"]
+evaluation = ["pandas (>=1.0.0)", "scikit-learn", "scikit-learn (<1.6.0)", "tqdm (>=4.23.0)"]
+full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "scikit-learn", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+langchain = ["langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "langgraph (>=0.2.45,<0.3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
+langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "langgraph (>=0.2.45,<0.3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "typing-extensions"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
@@ -1238,13 +1307,15 @@ xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.27.0"
+version = "3.29.0"
 description = "Google BigQuery API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "google_cloud_bigquery-3.27.0-py2.py3-none-any.whl", hash = "sha256:b53b0431e5ba362976a4cd8acce72194b4116cdf8115030c7b339b884603fcc3"},
-    {file = "google_cloud_bigquery-3.27.0.tar.gz", hash = "sha256:379c524054d7b090fa56d0c22662cc6e6458a6229b6754c0e7177e3a73421d2c"},
+    {file = "google_cloud_bigquery-3.29.0-py2.py3-none-any.whl", hash = "sha256:5453a4eabe50118254eda9778f3d7dad413490de5f7046b5e66c98f5a1580308"},
+    {file = "google_cloud_bigquery-3.29.0.tar.gz", hash = "sha256:fafc2b455ffce3bcc6ce0e884184ef50b6a11350a83b91e327fadda4d5566e72"},
 ]
 
 [package.dependencies]
@@ -1257,10 +1328,10 @@ python-dateutil = ">=2.7.3,<3.0dev"
 requests = ">=2.21.0,<3.0.0dev"
 
 [package.extras]
-all = ["Shapely (>=1.8.4,<3.0.0dev)", "bigquery-magics (>=0.1.0)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+all = ["google-cloud-bigquery[bigquery-v2,bqstorage,geopandas,ipython,ipywidgets,opentelemetry,pandas,tqdm]"]
 bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)"]
 bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
-geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
+geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<2.0dev)"]
 ipython = ["bigquery-magics (>=0.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
@@ -1273,6 +1344,8 @@ version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"},
     {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"},
@@ -1291,6 +1364,8 @@ version = "1.14.0"
 description = "Google Cloud Resource Manager API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_cloud_resource_manager-1.14.0-py2.py3-none-any.whl", hash = "sha256:4860c3ea9ace760b317ea90d4e27f1b32e54ededdcc340a7cb70c8ef238d8f7c"},
     {file = "google_cloud_resource_manager-1.14.0.tar.gz", hash = "sha256:daa70a3a4704759d31f812ed221e3b6f7b660af30c7862e4a0060ea91291db30"},
@@ -1312,6 +1387,8 @@ version = "2.19.0"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_cloud_storage-2.19.0-py2.py3-none-any.whl", hash = "sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba"},
     {file = "google_cloud_storage-2.19.0.tar.gz", hash = "sha256:cd05e9e7191ba6cb68934d8eb76054d9be4562aa89dbc4236feee4d7d51342b2"},
@@ -1335,6 +1412,8 @@ version = "1.6.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
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 ]
 
 [package.dependencies]
-grpcio = ">=1.69.0"
+grpcio = ">=1.70.0"
 protobuf = ">=5.26.1,<6.0dev"
 setuptools = "*"
 
@@ -1578,6 +1669,7 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
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@@ -1589,6 +1681,8 @@ version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
 optional = true
 python-versions = ">=3.6.1"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
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@@ -1600,13 +1694,15 @@ hyperframe = ">=6.0,<7"
 
 [[package]]
 name = "hpack"
-version = "4.0.0"
-description = "Pure-Python HPACK header compression"
+version = "4.1.0"
+description = "Pure-Python HPACK header encoding"
 optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
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-    {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
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 ]
 
 [[package]]
@@ -1615,6 +1711,7 @@ version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
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@@ -1636,6 +1733,7 @@ version = "0.25.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpx-0.25.2-py3-none-any.whl", hash = "sha256:a05d3d052d9b2dfce0e3896636467f8a5342fb2b902c819428e1ac65413ca118"},
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@@ -1661,6 +1759,8 @@ version = "0.4.0"
 description = "Consume Server-Sent Event (SSE) messages with HTTPX."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"cohere\""
 files = [
     {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
     {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
@@ -1668,13 +1768,15 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.27.1"
+version = "0.28.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "(extra == \"cohere\" or extra == \"local\" or extra == \"vision\" or extra == \"fastembed\") and (extra == \"cohere\" or python_version < \"3.13\")"
 files = [
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+    {file = "huggingface_hub-0.28.0-py3-none-any.whl", hash = "sha256:71cff4e500efe68061d94b7f6d3114e183715088be7a90bf4dd84af83b5f5cdb"},
+    {file = "huggingface_hub-0.28.0.tar.gz", hash = "sha256:c2b18c02a47d4384763caddb4d0ab2a8fc6c16e0800d6de4d55d0a896244aba3"},
 ]
 
 [package.dependencies]
@@ -1687,13 +1789,13 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 inference = ["aiohttp"]
-quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -1706,6 +1808,8 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -1716,13 +1820,15 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "hyperframe"
-version = "6.0.1"
-description = "HTTP/2 framing layer for Python"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
 optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
-    {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
-    {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
 ]
 
 [[package]]
@@ -1731,6 +1837,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1745,6 +1852,8 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1752,14 +1861,16 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.5.0"
+version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
-    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
+    {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
+    {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
 ]
+markers = {main = "python_version < \"3.10\" and extra == \"docs\"", dev = "python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=3.20"
@@ -1770,7 +1881,7 @@ cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -1779,6 +1890,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -1790,6 +1902,7 @@ version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
     {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
@@ -1823,6 +1936,7 @@ version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
     {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
@@ -1860,6 +1974,7 @@ version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
     {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
@@ -1879,6 +1994,8 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(extra == \"docs\" or extra == \"local\" or extra == \"vision\") and (extra == \"docs\" or python_version < \"3.13\")"
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -1896,6 +2013,7 @@ version = "0.8.2"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jiter-0.8.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b"},
     {file = "jiter-0.8.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393"},
@@ -1981,6 +2099,8 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -1992,6 +2112,8 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"hybrid\""
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -2003,6 +2125,7 @@ version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
     {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
@@ -2026,6 +2149,7 @@ version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
     {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
@@ -2046,6 +2170,8 @@ version = "0.2.85"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"local\""
 files = [
     {file = "llama_cpp_python-0.2.85.tar.gz", hash = "sha256:31476c2f4331784d3681f9bcd366cc4666ba97ab128bffbd23cb90ee2cebff21"},
 ]
@@ -2068,6 +2194,8 @@ version = "0.7.3"
 description = "Python logging made (stupidly) simple"
 optional = true
 python-versions = "<4.0,>=3.5"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
     {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
     {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
@@ -2086,6 +2214,8 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"docs\" or extra == \"local\" or extra == \"vision\") and (extra == \"docs\" or python_version < \"3.13\")"
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -2156,6 +2286,7 @@ version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
     {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
@@ -2170,6 +2301,8 @@ version = "0.0.12"
 description = ""
 optional = true
 python-versions = ">=3.8,<4.0"
+groups = ["main"]
+markers = "extra == \"mistralai\""
 files = [
     {file = "mistralai-0.0.12-py3-none-any.whl", hash = "sha256:d489d1f0a31bf0edbe15c6d12f68b943148d2a725a088be0d8a5d4c888f8436c"},
     {file = "mistralai-0.0.12.tar.gz", hash = "sha256:fe652836146a15bdce7691a95803a32c53c641c5400093447ffa93bf2ed296b2"},
@@ -2186,6 +2319,8 @@ version = "4.1.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hybrid\" or extra == \"fastembed\" and python_version < \"3.13\""
 files = [
     {file = "mmh3-4.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a"},
     {file = "mmh3-4.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c"},
@@ -2278,6 +2413,8 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\" or extra == \"fastembed\")"
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -2295,6 +2432,7 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -2399,6 +2537,7 @@ version = "1.14.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"},
     {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"},
@@ -2458,6 +2597,7 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
@@ -2469,6 +2609,7 @@ version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
     {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
@@ -2480,6 +2621,8 @@ version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\")"
 files = [
     {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
     {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
@@ -2498,6 +2641,8 @@ version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"hybrid\""
 files = [
     {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
     {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -2523,6 +2668,7 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -2568,6 +2714,8 @@ version = "12.1.3.1"
 description = "CUBLAS native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"},
     {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"},
@@ -2579,6 +2727,8 @@ version = "12.1.105"
 description = "CUDA profiling tools runtime libs."
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"},
     {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"},
@@ -2590,6 +2740,8 @@ version = "12.1.105"
 description = "NVRTC native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"},
     {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"},
@@ -2601,6 +2753,8 @@ version = "12.1.105"
 description = "CUDA Runtime native Libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"},
     {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"},
@@ -2612,6 +2766,8 @@ version = "8.9.2.26"
 description = "cuDNN runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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 ]
@@ -2625,6 +2781,8 @@ version = "11.0.2.54"
 description = "CUFFT native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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@@ -2636,6 +2794,8 @@ version = "10.3.2.106"
 description = "CURAND native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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@@ -2647,6 +2807,8 @@ version = "11.4.5.107"
 description = "CUDA solver native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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@@ -2663,6 +2825,8 @@ version = "12.1.0.106"
 description = "CUSPARSE native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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@@ -2677,20 +2841,24 @@ version = "2.19.3"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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-version = "12.6.85"
+version = "12.8.61"
 description = "Nvidia JIT LTO Library"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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 ]
 
 [[package]]
@@ -2699,6 +2867,8 @@ version = "12.1.105"
 description = "NVIDIA Tools Extension"
 optional = true
 python-versions = ">=3"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
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@@ -2710,6 +2880,8 @@ version = "1.17.0"
 description = "Open Neural Network Exchange"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
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@@ -2752,6 +2924,8 @@ version = "1.20.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
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@@ -2786,13 +2960,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.59.6"
+version = "1.60.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2811,86 +2986,92 @@ realtime = ["websockets (>=13,<15)"]
 
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-version = "3.10.14"
+version = "3.10.15"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
 python-versions = ">=3.8"
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+    {file = "orjson-3.10.15-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3a63bb41559b05360ded9132032239e47983a39b151af1201f07ec9370715c82"},
+    {file = "orjson-3.10.15-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3766ac4702f8f795ff3fa067968e806b4344af257011858cc3d6d8721588b53f"},
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+    {file = "orjson-3.10.15-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b299383825eafe642cbab34be762ccff9fd3408d72726a6b2a4506d410a71ab3"},
+    {file = "orjson-3.10.15-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:abc7abecdbf67a173ef1316036ebbf54ce400ef2300b4e26a7b843bd446c2480"},
+    {file = "orjson-3.10.15-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:3614ea508d522a621384c1d6639016a5a2e4f027f3e4a1c93a51867615d28829"},
+    {file = "orjson-3.10.15-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:295c70f9dc154307777ba30fe29ff15c1bcc9dfc5c48632f37d20a607e9ba85a"},
+    {file = "orjson-3.10.15-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:63309e3ff924c62404923c80b9e2048c1f74ba4b615e7584584389ada50ed428"},
+    {file = "orjson-3.10.15-cp39-cp39-win32.whl", hash = "sha256:a2f708c62d026fb5340788ba94a55c23df4e1869fec74be455e0b2f5363b8507"},
+    {file = "orjson-3.10.15-cp39-cp39-win_amd64.whl", hash = "sha256:efcf6c735c3d22ef60c4aa27a5238f1a477df85e9b15f2142f9d669beb2d13fd"},
+    {file = "orjson-3.10.15.tar.gz", hash = "sha256:05ca7fe452a2e9d8d9d706a2984c95b9c2ebc5db417ce0b7a49b91d50642a23e"},
 ]
 
 [[package]]
@@ -2899,24 +3080,12 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
-
-[[package]]
-name = "parameterized"
-version = "0.9.0"
-description = "Parameterized testing with any Python test framework"
-optional = true
-python-versions = ">=3.7"
-files = [
-    {file = "parameterized-0.9.0-py2.py3-none-any.whl", hash = "sha256:4e0758e3d41bea3bbd05ec14fc2c24736723f243b28d702081aef438c9372b1b"},
-    {file = "parameterized-0.9.0.tar.gz", hash = "sha256:7fc905272cefa4f364c1a3429cbbe9c0f98b793988efb5bf90aac80f08db09b1"},
-]
-
-[package.extras]
-dev = ["jinja2"]
+markers = {main = "(extra == \"cohere\" or extra == \"google\" or extra == \"docs\" or extra == \"local\" or extra == \"vision\" or extra == \"fastembed\") and (extra == \"cohere\" or extra == \"google\" or extra == \"docs\" or python_version < \"3.13\")"}
 
 [[package]]
 name = "parso"
@@ -2924,6 +3093,7 @@ version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
     {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
@@ -2939,6 +3109,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -2950,6 +3121,8 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "sys_platform != \"win32\""
 files = [
     {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
     {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
@@ -2964,6 +3137,8 @@ version = "10.4.0"
 description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"vision\" or extra == \"fastembed\")"
 files = [
     {file = "pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e"},
     {file = "pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d"},
@@ -3061,6 +3236,8 @@ version = "5.4.2"
 description = "Pinecone client and SDK"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"pinecone\""
 files = [
     {file = "pinecone-5.4.2-py3-none-any.whl", hash = "sha256:1fad082c66a50a229b58cda0c3a1fa0083532dc9de8303015fe4071cb25c19a8"},
     {file = "pinecone-5.4.2.tar.gz", hash = "sha256:23e8aaa73b400bb11a3b626c4129284fb170f19025b82f65bd89cbb0dab2b873"},
@@ -3087,6 +3264,8 @@ version = "3.1.0"
 description = "Embeddings plugin for Pinecone SDK"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"pinecone\""
 files = [
     {file = "pinecone_plugin_inference-3.1.0-py3-none-any.whl", hash = "sha256:96e861527bd41e90d58b7e76abd4e713d9af28f63e76a51864dfb9cf7180e3df"},
     {file = "pinecone_plugin_inference-3.1.0.tar.gz", hash = "sha256:eff826178e1fe448577be2ff3d8dbb072befbbdc2d888e214624523a1c37cd8d"},
@@ -3101,6 +3280,8 @@ version = "0.0.7"
 description = "Plugin interface for the Pinecone python client"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"pinecone\""
 files = [
     {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"},
     {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"},
@@ -3112,6 +3293,8 @@ version = "0.9.0"
 description = "Text utilities library by Pinecone.io"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"hybrid\""
 files = [
     {file = "pinecone_text-0.9.0-py3-none-any.whl", hash = "sha256:7a1ad2e282d10b59f0288a2a4f4b8c583a77378172232fae573cf398a3c44240"},
     {file = "pinecone_text-0.9.0.tar.gz", hash = "sha256:f8244a9bc090ee2fc904053a2415cfc114fd8bbfbc9a6ba8b0581c84990d0239"},
@@ -3141,6 +3324,7 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -3157,6 +3341,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -3172,6 +3357,8 @@ version = "2.10.1"
 description = "Wraps the portalocker recipe for easy usage"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "portalocker-2.10.1-py3-none-any.whl", hash = "sha256:53a5984ebc86a025552264b459b46a2086e269b21823cb572f8f28ee759e45bf"},
     {file = "portalocker-2.10.1.tar.gz", hash = "sha256:ef1bf844e878ab08aee7e40184156e1151f228f103aa5c6bd0724cc330960f8f"},
@@ -3187,13 +3374,14 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
+groups = ["dev"]
 files = [
-    {file = "prompt_toolkit-3.0.48-py3-none-any.whl", hash = "sha256:f49a827f90062e411f1ce1f854f2aedb3c23353244f8108b89283587397ac10e"},
-    {file = "prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90"},
+    {file = "prompt_toolkit-3.0.50-py3-none-any.whl", hash = "sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198"},
+    {file = "prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab"},
 ]
 
 [package.dependencies]
@@ -3205,6 +3393,7 @@ version = "0.2.1"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
@@ -3292,13 +3481,15 @@ files = [
 
 [[package]]
 name = "proto-plus"
-version = "1.25.0"
-description = "Beautiful, Pythonic protocol buffers."
+version = "1.26.0"
+description = "Beautiful, Pythonic protocol buffers"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "proto_plus-1.25.0-py3-none-any.whl", hash = "sha256:c91fc4a65074ade8e458e95ef8bac34d4008daa7cce4a12d6707066fca648961"},
-    {file = "proto_plus-1.25.0.tar.gz", hash = "sha256:fbb17f57f7bd05a68b7707e745e26528b0b3c34e378db91eef93912c54982d91"},
+    {file = "proto_plus-1.26.0-py3-none-any.whl", hash = "sha256:bf2dfaa3da281fc3187d12d224c707cb57214fb2c22ba854eb0c105a3fb2d4d7"},
+    {file = "proto_plus-1.26.0.tar.gz", hash = "sha256:6e93d5f5ca267b54300880fff156b6a3386b3fa3f43b1da62e680fc0c586ef22"},
 ]
 
 [package.dependencies]
@@ -3313,6 +3504,8 @@ version = "5.29.3"
 description = ""
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(extra == \"qdrant\" or extra == \"google\" or extra == \"fastembed\") and (extra == \"qdrant\" or extra == \"google\" or python_version < \"3.13\")"
 files = [
     {file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
     {file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
@@ -3333,6 +3526,7 @@ version = "6.1.1"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["dev"]
 files = [
     {file = "psutil-6.1.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8"},
     {file = "psutil-6.1.1-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777"},
@@ -3363,6 +3557,7 @@ version = "2.9.10"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"},
     {file = "psycopg2_binary-2.9.10-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:0ea8e3d0ae83564f2fc554955d327fa081d065c8ca5cc6d2abb643e2c9c1200f"},
@@ -3411,6 +3606,7 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
+    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},
@@ -3439,6 +3635,8 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "sys_platform != \"win32\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -3450,6 +3648,7 @@ version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"},
     {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"},
@@ -3464,6 +3663,8 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -3475,6 +3676,8 @@ version = "0.4.1"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
     {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"},
@@ -3489,6 +3692,8 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "implementation_name == \"pypy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -3496,13 +3701,14 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.10.5"
+version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "pydantic-2.10.5-py3-none-any.whl", hash = "sha256:4dd4e322dbe55472cb7ca7e73f4b63574eecccf2835ffa2af9021ce113c83c53"},
-    {file = "pydantic-2.10.5.tar.gz", hash = "sha256:278b38dbbaec562011d659ee05f63346951b3a248a6f3642e1bc68894ea2b4ff"},
+    {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
+    {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
 ]
 
 [package.dependencies]
@@ -3520,6 +3726,7 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -3632,10 +3839,12 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
@@ -3646,6 +3855,8 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\" and sys_platform == \"win32\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
     {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
@@ -3660,6 +3871,8 @@ version = "2.2.0.3"
 description = "Snowball stemming algorithms, for information retrieval"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\""
 files = [
     {file = "PyStemmer-2.2.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2935aa78a89b04899de4a8b8b6339806e0d5cd93811de52e98829b5762cf913c"},
     {file = "PyStemmer-2.2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:31c9d3c808647d4c569737b32b40ed23c67133d2b89033ebc8b5756cadf6f1c1"},
@@ -3751,6 +3964,7 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -3773,6 +3987,7 @@ version = "0.24.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"},
     {file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"},
@@ -3791,6 +4006,7 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
     {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
@@ -3809,6 +4025,7 @@ version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -3826,6 +4043,7 @@ version = "3.6.1"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest_xdist-3.6.1-py3-none-any.whl", hash = "sha256:9ed4adfb68a016610848639bb7e02c9352d5d9f03d04809919e2dafc3be4cca7"},
     {file = "pytest_xdist-3.6.1.tar.gz", hash = "sha256:ead156a4db231eec769737f57668ef58a2084a34b2e55c4a8fa20d861107300d"},
@@ -3846,10 +4064,12 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"pinecone\" or extra == \"google\" or extra == \"bedrock\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -3860,6 +4080,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -3874,6 +4095,7 @@ version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
     {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
@@ -3894,6 +4116,7 @@ files = [
     {file = "pywin32-308-cp39-cp39-win32.whl", hash = "sha256:7873ca4dc60ab3287919881a7d4f88baee4a6e639aa6962de25a98ba6b193341"},
     {file = "pywin32-308-cp39-cp39-win_amd64.whl", hash = "sha256:71b3322d949b4cc20776436a9c9ba0eeedcbc9c650daa536df63f0ff111bb920"},
 ]
+markers = {main = "extra == \"qdrant\" and platform_system == \"Windows\"", dev = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pyyaml"
@@ -3901,6 +4124,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -3963,6 +4187,7 @@ version = "26.2.0"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:ddf33d97d2f52d89f6e6e7ae66ee35a4d9ca6f36eda89c24591b0c40205a3629"},
     {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dacd995031a01d16eec825bf30802fceb2c3791ef24bcce48fa98ce40918c27b"},
@@ -4084,6 +4309,8 @@ version = "1.12.1"
 description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"qdrant\""
 files = [
     {file = "qdrant_client-1.12.1-py3-none-any.whl", hash = "sha256:b2d17ce18e9e767471368380dd3bbc4a0e3a0e2061fedc9af3542084b48451e0"},
     {file = "qdrant_client-1.12.1.tar.gz", hash = "sha256:35e8e646f75b7b883b3d2d0ee4c69c5301000bba41c82aa546e985db0f1aeb72"},
@@ -4104,13 +4331,15 @@ fastembed-gpu = ["fastembed-gpu (==0.3.6)"]
 
 [[package]]
 name = "qdrant-client"
-version = "1.12.2"
+version = "1.13.2"
 description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"qdrant\""
 files = [
-    {file = "qdrant_client-1.12.2-py3-none-any.whl", hash = "sha256:a0ae500a46a679ff3521ba3f1f1cf3d72b57090a768cec65fc317066bcbac1e6"},
-    {file = "qdrant_client-1.12.2.tar.gz", hash = "sha256:2777e09b3e89bb22bb490384d8b1fa8140f3915287884f18984f7031a346aba5"},
+    {file = "qdrant_client-1.13.2-py3-none-any.whl", hash = "sha256:db97e759bd3f8d483a383984ba4c2a158eef56f2188d83df7771591d43de2201"},
+    {file = "qdrant_client-1.13.2.tar.gz", hash = "sha256:c8cce87ce67b006f49430a050a35c85b78e3b896c0c756dafc13bdeca543ec13"},
 ]
 
 [package.dependencies]
@@ -4127,8 +4356,8 @@ pydantic = ">=1.10.8"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.5.0)"]
-fastembed-gpu = ["fastembed-gpu (==0.5.0)"]
+fastembed = ["fastembed (==0.5.1)"]
+fastembed-gpu = ["fastembed-gpu (==0.5.1)"]
 
 [[package]]
 name = "regex"
@@ -4136,6 +4365,7 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -4239,6 +4469,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -4260,6 +4491,7 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -4277,6 +4509,7 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
@@ -4291,6 +4524,8 @@ version = "4.9"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -4305,6 +4540,7 @@ version = "0.1.15"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5fe8d54df166ecc24106db7dd6a68d44852d14eb0729ea4672bb4d96c320b7df"},
     {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f0bfbb53c4b4de117ac4d6ddfd33aa5fc31beeaa21d23c45c6dd249faf9126f"},
@@ -4327,20 +4563,22 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.10.4"
+version = "0.11.2"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
-    {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
-    {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
+    {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
+    {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
 ]
 
 [package.dependencies]
-botocore = ">=1.33.2,<2.0a.0"
+botocore = ">=1.36.0,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "safetensors"
@@ -4348,6 +4586,8 @@ version = "0.5.2"
 description = ""
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\")"
 files = [
     {file = "safetensors-0.5.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:45b6092997ceb8aa3801693781a71a99909ab9cc776fbc3fa9322d29b1d3bef2"},
     {file = "safetensors-0.5.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:6d0d6a8ee2215a440e1296b843edf44fd377b055ba350eaba74655a2fe2c4bae"},
@@ -4385,6 +4625,8 @@ version = "75.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
     {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
@@ -4405,6 +4647,8 @@ version = "2.0.6"
 description = "Manipulation and analysis of geometric objects"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "shapely-2.0.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29a34e068da2d321e926b5073539fd2a1d4429a2c656bd63f0bd4c8f5b236d0b"},
     {file = "shapely-2.0.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c84c3f53144febf6af909d6b581bc05e8785d57e27f35ebaa5c1ab9baba13b"},
@@ -4463,10 +4707,12 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
+markers = {main = "extra == \"pinecone\" or extra == \"google\" or extra == \"bedrock\""}
 
 [[package]]
 name = "sniffio"
@@ -4474,6 +4720,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -4485,6 +4732,8 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"docs\" or extra == \"fastembed\" and python_version < \"3.13\""
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -4496,6 +4745,8 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -4507,6 +4758,8 @@ version = "7.3.7"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and python_version < \"3.13\" and extra == \"docs\""
 files = [
     {file = "sphinx-7.3.7-py3-none-any.whl", hash = "sha256:413f75440be4cacf328f580b4274ada4565fb2187d696a84970c23f77b64d8c3"},
     {file = "sphinx-7.3.7.tar.gz", hash = "sha256:a4a7db75ed37531c05002d56ed6948d4c42f473a36f46e1382b0bd76ca9627bc"},
@@ -4543,6 +4796,8 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version < \"3.10\" or python_version >= \"3.13\") and extra == \"docs\""
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -4579,6 +4834,8 @@ version = "5.2.0"
 description = "An awesome theme for the Sphinx documentation generator"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and python_version < \"3.13\" and extra == \"docs\""
 files = [
     {file = "sphinxawesome_theme-5.2.0-py3-none-any.whl", hash = "sha256:56f1462f4ec4a5d66017819de6b7965a394d4157117bf12f029e7818d6789525"},
     {file = "sphinxawesome_theme-5.2.0.tar.gz", hash = "sha256:c24f1e5c0b9e475380d16fc5f1f3bfd84955817da0905d95f7e20809d7cd3c5d"},
@@ -4594,6 +4851,8 @@ version = "5.3.2"
 description = "An awesome theme for the Sphinx documentation generator"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "(python_version < \"3.10\" or python_version >= \"3.13\") and extra == \"docs\""
 files = [
     {file = "sphinxawesome_theme-5.3.2-py3-none-any.whl", hash = "sha256:5f2bb6b6ab8fa11db1ded5590106eb557351d6a6c36adea7ebd4e0f4bc96945d"},
     {file = "sphinxawesome_theme-5.3.2.tar.gz", hash = "sha256:0629d38b80aefc279b1186c53a7a6faf21e721b5b2ecda14f488ca1074e2631f"},
@@ -4609,6 +4868,8 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -4625,6 +4886,8 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -4641,6 +4904,8 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -4657,6 +4922,8 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -4671,6 +4938,8 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -4687,6 +4956,8 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -4703,6 +4974,7 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
     {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
@@ -4722,6 +4994,8 @@ version = "1.13.3"
 description = "Computer algebra system (CAS) in Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\" or extra == \"fastembed\")"
 files = [
     {file = "sympy-1.13.3-py3-none-any.whl", hash = "sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73"},
     {file = "sympy-1.13.3.tar.gz", hash = "sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9"},
@@ -4739,6 +5013,7 @@ version = "0.8.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b07e33283463089c81ef1467180e3e00ab00d46c2c4bbcef0acab5f771d6695e"},
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9269348cb650726f44dd3bbb3f9110ac19a8dcc8f54949ad3ef652ca22a38e21"},
@@ -4786,6 +5061,7 @@ version = "6.1.0"
 description = "A wrapper around the stdlib `tokenize` which roundtrips."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "tokenize_rt-6.1.0-py2.py3-none-any.whl", hash = "sha256:d706141cdec4aa5f358945abe36b911b8cbdc844545da99e811250c0cee9b6fc"},
     {file = "tokenize_rt-6.1.0.tar.gz", hash = "sha256:e8ee836616c0877ab7c7b54776d2fefcc3bde714449a206762425ae114b53c86"},
@@ -4797,6 +5073,8 @@ version = "0.21.0"
 description = ""
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(extra == \"cohere\" or extra == \"local\" or extra == \"vision\" or extra == \"fastembed\") and (extra == \"cohere\" or python_version < \"3.13\")"
 files = [
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"},
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f53ea537c925422a2e0e92a24cce96f6bc5046bbef24a1652a5edc8ba975f62e"},
@@ -4829,6 +5107,7 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -4863,6 +5142,7 @@ files = [
     {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
     {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
+markers = {main = "python_version < \"3.11\" and extra == \"docs\"", dev = "python_version < \"3.11\""}
 
 [[package]]
 name = "torch"
@@ -4870,6 +5150,8 @@ version = "2.2.2"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = true
 python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\")"
 files = [
     {file = "torch-2.2.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:bc889d311a855dd2dfd164daf8cc903a6b7273a747189cebafdd89106e4ad585"},
     {file = "torch-2.2.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:15dffa4cc3261fa73d02f0ed25f5fa49ecc9e12bf1ae0a4c1e7a88bbfaad9030"},
@@ -4928,6 +5210,8 @@ version = "0.17.2"
 description = "image and video datasets and models for torch deep learning"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"vision\""
 files = [
     {file = "torchvision-0.17.2-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:1f2910fe3c21ad6875b2720d46fad835b2e4b336e9553d31ca364d24c90b1d4f"},
     {file = "torchvision-0.17.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ecc1c503fa8a54fbab777e06a7c228032b8ab78efebf35b28bc8f22f544f51f1"},
@@ -4970,6 +5254,7 @@ version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
@@ -4990,6 +5275,7 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5011,6 +5297,7 @@ version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
     {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
@@ -5022,13 +5309,15 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "transformers"
-version = "4.48.0"
+version = "4.48.1"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.9.0"
+groups = ["main"]
+markers = "python_version < \"3.13\" and (extra == \"local\" or extra == \"vision\")"
 files = [
-    {file = "transformers-4.48.0-py3-none-any.whl", hash = "sha256:6d3de6d71cb5f2a10f9775ccc17abce9620195caaf32ec96542bd2a6937f25b0"},
-    {file = "transformers-4.48.0.tar.gz", hash = "sha256:03fdfcbfb8b0367fb6c9fbe9d1c9aa54dfd847618be9b52400b2811d22799cb1"},
+    {file = "transformers-4.48.1-py3-none-any.whl", hash = "sha256:24be0564b0a36d9e433d9a65de248f1545b6f6edce1737669605eb6a8141bbbb"},
+    {file = "transformers-4.48.1.tar.gz", hash = "sha256:7c1931facc3ee8adcbf86fc7a87461d54c1e40eca3bb57fef1ee9f3ecd32187e"},
 ]
 
 [package.dependencies]
@@ -5095,6 +5384,8 @@ version = "2.2.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "python_version < \"3.12\" and (extra == \"local\" or extra == \"vision\") and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "triton-2.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2294514340cfe4e8f4f9e5c66c702744c4a117d25e618bd08469d0bfed1e2e5"},
     {file = "triton-2.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da58a152bddb62cafa9a857dd2bc1f886dbf9f9c90a2b5da82157cd2b34392b0"},
@@ -5118,6 +5409,7 @@ version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -5129,6 +5421,8 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
     {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
@@ -5143,6 +5437,8 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -5157,6 +5453,8 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
     {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
@@ -5168,6 +5466,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -5179,6 +5478,8 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
@@ -5195,6 +5496,8 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
@@ -5212,6 +5515,7 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -5223,6 +5527,8 @@ version = "3.2"
 description = "pure python download utility"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"hybrid\""
 files = [
     {file = "wget-3.2.zip", hash = "sha256:35e630eca2aa50ce998b9b1a127bb26b30dfee573702782aa982f875e3f16061"},
 ]
@@ -5233,6 +5539,8 @@ version = "1.2.0"
 description = "A small Python utility to set file creation time on Windows"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"fastembed\" and sys_platform == \"win32\""
 files = [
     {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
     {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
@@ -5247,6 +5555,7 @@ version = "1.18.3"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5343,10 +5652,12 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
+markers = {main = "python_version < \"3.10\" and extra == \"docs\"", dev = "python_version < \"3.10\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
@@ -5371,6 +5682,6 @@ qdrant = ["qdrant-client"]
 vision = ["pillow", "torch", "torchvision", "transformers"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9,<3.14"
-content-hash = "fcb5e5f8137489b59e3a38daa3093ff796c52717ce2dffead6a124378d910f39"
+content-hash = "b89e6282250711c2c36696b57ef8798bcb1d549ef00822e95a523f627994c382"
diff --git a/pyproject.toml b/pyproject.toml
index 9f6fb0ef..c8d93b34 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,7 @@ mistralai= {version = ">=0.0.12,<0.1.0", optional = true}
 numpy = "^1.25.2"
 colorlog = "^6.8.0"
 pyyaml = "^6.0.1"
-aurelio-sdk = {version = "^0.0.16"}
+aurelio-sdk = {version = "^0.0.18"}
 pinecone-text = {version = ">=0.7.1", optional = true}
 torch = {version = ">=2.1.0,<2.6.0", optional = true, python = "<3.13" }
 transformers = {version = ">=4.36.2", optional = true, python = "<3.13" }
diff --git a/semantic_router/index/pinecone.py b/semantic_router/index/pinecone.py
index 75e01902..6f1b4d51 100644
--- a/semantic_router/index/pinecone.py
+++ b/semantic_router/index/pinecone.py
@@ -3,6 +3,8 @@
 import json
 import os
 import time
+import requests
+from json.decoder import JSONDecodeError
 from typing import Any, Dict, List, Optional, Tuple, Union
 
 import aiohttp
@@ -18,6 +20,13 @@ def clean_route_name(route_name: str) -> str:
     return route_name.strip().replace(" ", "-")
 
 
+class DeleteRequest(BaseModel):
+    ids: list[str] | None = None
+    delete_all: bool = False
+    namespace: str | None = None
+    filter: dict[str, Any] | None = None
+
+
 def build_records(
     embeddings: List[List[float]],
     routes: List[str],
@@ -114,8 +123,9 @@ class PineconeIndex(BaseIndex):
     index: Optional[Any] = Field(default=None, exclude=True)
     ServerlessSpec: Any = Field(default=None, exclude=True)
     namespace: Optional[str] = ""
-    base_url: Optional[str] = "https://api.pinecone.io"
+    base_url: Optional[str] = None
     headers: dict[str, str] = {}
+    index_host: Optional[str] = "http://localhost:5080"
 
     def __init__(
         self,
@@ -134,12 +144,23 @@ def __init__(
         self.api_key = api_key or os.getenv("PINECONE_API_KEY")
         if not self.api_key:
             raise ValueError("Pinecone API key is required.")
+
         self.headers = {
             "Api-Key": self.api_key,
             "Content-Type": "application/json",
-            "X-Pinecone-API-Version": "2024-07",
             "User-Agent": "source_tag=semanticrouter",
         }
+
+        if base_url is not None or os.getenv("PINECONE_API_BASE_URL"):
+            logger.info("Using pinecone remote API.")
+            if os.getenv("PINECONE_API_BASE_URL"):
+                self.base_url = os.getenv("PINECONE_API_BASE_URL")
+            else:
+                self.base_url = base_url
+
+        if self.base_url and "api.pinecone.io" in self.base_url:
+            self.headers["X-Pinecone-API-Version"] = "2024-07"
+
         self.index_name = index_name
         self.dimensions = dimensions
         self.metric = metric
@@ -150,16 +171,11 @@ def __init__(
             raise ValueError("Namespace 'sr_config' is reserved for internal use.")
         self.namespace = namespace
         self.type = "pinecone"
-        self.api_key = api_key or os.getenv("PINECONE_API_KEY")
-        self.base_url = base_url
 
         logger.warning(
             "Default region changed from us-west-2 to us-east-1 in v0.1.0.dev6"
         )
 
-        if self.api_key is None:
-            raise ValueError("Pinecone API key is required.")
-
         self.client = self._initialize_client(api_key=self.api_key)
 
         # try initializing index
@@ -217,7 +233,22 @@ def _init_index(self, force_create: bool = False) -> Union[Any, None]:
             time.sleep(0.5)
         elif index_exists:
             # if the index exists we just return it
-            index = self.client.Index(self.index_name)
+            self.index_host = self.client.describe_index(self.index_name).host
+
+            if self.index_host and self.base_url:
+                if "api.pinecone.io" in self.base_url:
+                    if not self.index_host.startswith("http"):
+                        self.index_host = f"https://{self.index_host}"
+                else:
+                    if "http" not in self.index_host:
+                        self.index_host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.index_host.split(':')[-1]}"
+                    elif not self.index_host.startswith("http://"):
+                        if "localhost" in self.index_host:
+                            self.index_host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.index_host.split(':')[-1]}"
+                        else:
+                            self.index_host = f"http://{self.index_host}"
+                index = self.client.Index(self.index_name, host=self.index_host)
+                self.host = self.index_host
             # grab the dimensions from the index
             self.dimensions = index.describe_index_stats()["dimension"]
         elif force_create and not dimensions_given:
@@ -442,12 +473,37 @@ def _get_all(self, prefix: Optional[str] = None, include_metadata: bool = False)
     def delete(self, route_name: str):
         route_vec_ids = self._get_route_ids(route_name=route_name)
         if self.index is not None:
-            self.index.delete(ids=route_vec_ids, namespace=self.namespace)
+            logger.info("index is not None, deleting...")
+            if self.base_url and "api.pinecone.io" in self.base_url:
+                self.index.delete(ids=route_vec_ids, namespace=self.namespace)
+            else:
+
+                response = requests.post(
+                    f"{self.index_host}/vectors/delete",
+                    json=DeleteRequest(
+                        ids=route_vec_ids,
+                        delete_all=True,
+                        namespace=self.namespace,
+                    ).model_dump(exclude_none=True),
+                    timeout=10,
+                )
+                if response.status_code == 200:
+                    logger.info(
+                        f"Deleted {len(route_vec_ids)} vectors from index {self.index_name}."
+                    )
+                else:
+                    error_message = response.text
+                    raise Exception(
+                        f"Failed to delete vectors: {response.status_code} : {error_message}"
+                    )
         else:
             raise ValueError("Index is None, could not delete.")
 
     def delete_all(self):
-        self.index.delete(delete_all=True, namespace=self.namespace)
+        if self.index is not None:
+            self.index.delete(delete_all=True, namespace=self.namespace)
+        else:
+            raise ValueError("Index is None, could not delete.")
 
     def describe(self) -> IndexConfig:
         if self.index is not None:
@@ -501,19 +557,31 @@ def query(
         else:
             filter_query = None
         if sparse_vector is not None:
+            logger.error(f"sparse_vector exists:{sparse_vector}")
             if isinstance(sparse_vector, dict):
                 sparse_vector = SparseEmbedding.from_dict(sparse_vector)
             if isinstance(sparse_vector, SparseEmbedding):
                 # unnecessary if-statement but mypy didn't like this otherwise
                 sparse_vector = sparse_vector.to_pinecone()
-        results = self.index.query(
-            vector=[query_vector_list],
-            sparse_vector=sparse_vector,
-            top_k=top_k,
-            filter=filter_query,
-            include_metadata=True,
-            namespace=self.namespace,
-        )
+        try:
+            results = self.index.query(
+                vector=[query_vector_list],
+                sparse_vector=sparse_vector,
+                top_k=top_k,
+                filter=filter_query,
+                include_metadata=True,
+                namespace=self.namespace,
+            )
+        except Exception:
+            logger.error("retrying query with vector as str")
+            results = self.index.query(
+                vector=query_vector_list,
+                sparse_vector=sparse_vector,
+                top_k=top_k,
+                filter=filter_query,
+                include_metadata=True,
+                namespace=self.namespace,
+            )
         scores = [result["score"] for result in results["matches"]]
         route_names = [result["metadata"]["sr_route"] for result in results["matches"]]
         return np.array(scores), route_names
@@ -710,16 +778,35 @@ async def _async_query(
             "filter": filter,
             "top_k": top_k,
             "include_metadata": include_metadata,
+            "topK": top_k,
+            "includeMetadata": include_metadata,
         }
         if self.host == "":
             raise ValueError("self.host is not initialized.")
+        elif self.base_url and "api.pinecone.io" in self.base_url:
+            if not self.host.startswith("http"):
+                logger.error(f"host exists:{self.host}")
+
+                self.host = f"https://{self.host}"
+        elif self.host.startswith("localhost") and self.base_url:
+            self.host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.host.split(':')[-1]}"
+
         async with aiohttp.ClientSession() as session:
             async with session.post(
-                f"https://{self.host}/query",
+                f"{self.host}/query",
                 json=params,
                 headers=self.headers,
             ) as response:
-                return await response.json(content_type=None)
+                if response.status != 200:
+                    error_text = await response.text()
+                    logger.error(f"Error in query response: {error_text}")
+                    return {}  # or handle the error as needed
+
+                try:
+                    return await response.json(content_type=None)
+                except JSONDecodeError as e:
+                    logger.error(f"JSON decode error: {e}")
+                    return {}
 
     async def _async_list_indexes(self):
         async with aiohttp.ClientSession() as session:
@@ -738,9 +825,17 @@ async def _async_upsert(
             "vectors": vectors,
             "namespace": namespace,
         }
+
+        if self.base_url and "api.pinecone.io" in self.base_url:
+            if not self.host.startswith("http"):
+                logger.error(f"host exists:{self.host}")
+                self.host = f"https://{self.host}"
+
+        elif self.host.startswith("localhost") and self.base_url:
+            self.host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.host.split(':')[-1]}"
         async with aiohttp.ClientSession() as session:
             async with session.post(
-                f"https://{self.host}/vectors/upsert",
+                f"{self.host}/vectors/upsert",
                 json=params,
                 headers=self.headers,
             ) as response:
@@ -774,9 +869,16 @@ async def _async_delete(self, ids: list[str], namespace: str = ""):
             "ids": ids,
             "namespace": namespace,
         }
+        if self.base_url and "api.pinecone.io" in self.base_url:
+            if not self.host.startswith("http"):
+                logger.error(f"host exists:{self.host}")
+                self.host = f"https://{self.host}"
+        elif self.host.startswith("localhost") and self.base_url:
+            self.host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.host.split(':')[-1]}"
+
         async with aiohttp.ClientSession() as session:
             async with session.post(
-                f"https://{self.host}/vectors/delete",
+                f"{self.host}/vectors/delete",
                 json=params,
                 headers=self.headers,
             ) as response:
@@ -816,7 +918,15 @@ async def _async_get_all(
         else:
             prefix_str = ""
 
-        list_url = f"https://{self.host}/vectors/list{prefix_str}"
+        if self.base_url and "api.pinecone.io" in self.base_url:
+            if not self.host.startswith("http"):
+                logger.error(f"host exists:{self.host}")
+                self.host = f"https://{self.host}"
+
+        elif self.host.startswith("localhost") and self.base_url:
+            self.host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.host.split(':')[-1]}"
+
+        list_url = f"{self.host}/vectors/list{prefix_str}"
         params: dict = {}
         if self.namespace:
             params["namespace"] = self.namespace
@@ -874,7 +984,14 @@ async def _async_fetch_metadata(
         """
         if self.host == "":
             raise ValueError("self.host is not initialized.")
-        url = f"https://{self.host}/vectors/fetch"
+        if self.base_url and "api.pinecone.io" in self.base_url:
+            if not self.host.startswith("http"):
+                logger.error(f"host exists:{self.host}")
+                self.host = f"https://{self.host}"
+        elif self.host.startswith("localhost") and self.base_url:
+            self.host = f"http://{self.base_url.split(':')[-2].strip('/')}:{self.host.split(':')[-1]}"
+
+        url = f"{self.host}/vectors/fetch"
 
         params = {
             "ids": [vector_id],
diff --git a/semantic_router/routers/base.py b/semantic_router/routers/base.py
index 136a7628..fd737955 100644
--- a/semantic_router/routers/base.py
+++ b/semantic_router/routers/base.py
@@ -398,6 +398,7 @@ def _init_index_state(self):
         # now init index
         if isinstance(self.index, PineconeIndex):
             self.index.index = self.index._init_index(force_create=True)
+
         # run auto sync if active
         if self.auto_sync:
             local_utterances = self.to_config().to_utterances()
diff --git a/semantic_router/schema.py b/semantic_router/schema.py
index 2ba85b49..9b973cb6 100644
--- a/semantic_router/schema.py
+++ b/semantic_router/schema.py
@@ -5,10 +5,10 @@
 from typing import Any, Dict, List, Optional, Tuple, Union
 
 import numpy as np
-from aurelio_sdk.schema import BM25Embedding
 from pydantic import BaseModel, Field
 
 from semantic_router.utils.logger import logger
+from aurelio_sdk.schema import SparseEmbedding as BM25SparseEmbedding
 
 
 class EncoderType(Enum):
@@ -450,7 +450,7 @@ def from_vector(cls, vector: np.ndarray):
         return cls.from_compact_array(np.array([np.arange(len(vector)), vector]).T)
 
     @classmethod
-    def from_aurelio(cls, embedding: BM25Embedding):
+    def from_aurelio(cls, embedding: BM25SparseEmbedding):
         arr = np.array([embedding.indices, embedding.values]).T
         return cls.from_compact_array(arr)
 
diff --git a/tests/unit/test_router.py b/tests/unit/test_router.py
index 5de1e98b..341909d5 100644
--- a/tests/unit/test_router.py
+++ b/tests/unit/test_router.py
@@ -81,10 +81,21 @@ def init_index(
     issues during testing.
     """
     if index_cls is PineconeIndex:
+
+        if index_name:
+            if not dimensions and "OpenAIEncoder" in index_name:
+                dimensions = 1536
+
+            elif not dimensions and "CohereEncoder" in index_name:
+                dimensions = 1024
+
         # we specify different index names to avoid dimensionality issues between different encoders
         index_name = TEST_ID if not index_name else f"{TEST_ID}-{index_name.lower()}"
+
         index = index_cls(
-            index_name=index_name, dimensions=dimensions, namespace=namespace
+            index_name=index_name,
+            dimensions=dimensions,
+            # namespace=namespace
         )
     else:
         index = index_cls()
@@ -632,8 +643,8 @@ def check_index_populated():
 
     def test_delete_index(self, routes, index_cls, encoder_cls, router_cls):
         # TODO merge .delete_index() and .delete_all() and get working
-        index = init_index(index_cls)
         encoder = encoder_cls()
+        index = init_index(index_cls, index_name=encoder.__class__.__name__)
         route_layer = router_cls(
             encoder=encoder,
             routes=routes,
@@ -765,7 +776,7 @@ def check_index_populated():
 
         check_index_populated()
 
-        # # clear index if pinecone
+        # clear index if pinecone
         # if index_cls is PineconeIndex:
         #     @retry(max_retries=RETRY_COUNT, delay=PINECONE_SLEEP)
         #     def clear_index():
@@ -826,13 +837,14 @@ def check_query_result():
     def test_namespace_pinecone_index(self, routes, index_cls, encoder_cls, router_cls):
         if index_cls is PineconeIndex:
             encoder = encoder_cls()
-            pineconeindex = init_index(
+            encoder.score_threshold = 0.2
+            index = init_index(
                 index_cls, namespace="test", index_name=encoder.__class__.__name__
             )
             route_layer = router_cls(
                 encoder=encoder,
                 routes=routes,
-                index=pineconeindex,
+                index=index,
                 auto_sync="local",
             )
             time.sleep(PINECONE_SLEEP)  # allow for index to be updated
diff --git a/tests/unit/test_sync.py b/tests/unit/test_sync.py
index 02f4aa89..b700cd9e 100644
--- a/tests/unit/test_sync.py
+++ b/tests/unit/test_sync.py
@@ -106,7 +106,7 @@ def mock_encoder_call(utterances):
 
 def init_index(
     index_cls,
-    dimensions: Optional[int] = None,
+    dimensions: Optional[int] = 3,
     namespace: Optional[str] = "",
     init_async_index: bool = False,
     index_name: Optional[str] = None,
@@ -115,6 +115,14 @@ def init_index(
     issues during testing.
     """
     if index_cls is PineconeIndex:
+
+        if index_name:
+            if not dimensions and "OpenAIEncoder" in index_name:
+                dimensions = 1536
+
+            elif not dimensions and "CohereEncoder" in index_name:
+                dimensions = 1024
+
         index_name = TEST_ID if not index_name else f"{TEST_ID}-{index_name.lower()}"
         index = index_cls(
             index_name=index_name,