diff --git a/poetry.lock b/poetry.lock index 63248ed2..78f7ec5a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -467,6 +467,23 @@ files = [ {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +[[package]] +name = "coloredlogs" +version = "15.0.1" +description = "Colored terminal output for Python's logging module" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +files = [ + {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"}, + {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"}, +] + +[package.dependencies] +humanfriendly = ">=9.1" + +[package.extras] +cron = ["capturer (>=2.4)"] + [[package]] name = "colorlog" version = "6.8.0" @@ -705,6 +722,52 @@ lz4 = ["lz4"] snappy = ["cramjam"] zstandard = ["zstandard"] +[[package]] +name = "fastembed" +version = "0.1.3" +description = "Fast, light, accurate library built for retrieval embedding generation" +optional = false +python-versions = ">=3.8.0,<3.12" +files = [ + {file = "fastembed-0.1.3-py3-none-any.whl", hash = "sha256:98b6c6d9effec8c96d97048e59cdd53627b16a70fcdbfa7c663772de66e11b3a"}, + {file = "fastembed-0.1.3.tar.gz", hash = "sha256:c17dc83a02938f8baae6717f18d24ed0ff0c5397b5329cbb5c7264239411346f"}, +] + +[package.dependencies] +huggingface-hub = "0.19.4" +onnx = ">=1.11,<2.0" +onnxruntime = ">=1.15,<2.0" +requests = ">=2.31,<3.0" +tokenizers = ">=0.15.0,<0.16.0" +tqdm = ">=4.65,<5.0" + +[[package]] +name = "filelock" +version = "3.13.1" +description = "A platform independent file lock." +optional = false +python-versions = ">=3.8" +files = [ + {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"}, + {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"}, +] + +[package.extras] +docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"] +testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"] +typing = ["typing-extensions (>=4.8)"] + +[[package]] +name = "flatbuffers" +version = "23.5.26" +description = "The FlatBuffers serialization format for Python" +optional = false +python-versions = "*" +files = [ + {file = "flatbuffers-23.5.26-py2.py3-none-any.whl", hash = "sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1"}, + {file = "flatbuffers-23.5.26.tar.gz", hash = "sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89"}, +] + [[package]] name = "frozenlist" version = "1.4.1" @@ -791,6 +854,41 @@ files = [ {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"}, ] +[[package]] +name = "fsspec" +version = "2023.12.2" +description = "File-system specification" +optional = false +python-versions = ">=3.8" +files = [ + {file = "fsspec-2023.12.2-py3-none-any.whl", hash = "sha256:d800d87f72189a745fa3d6b033b9dc4a34ad069f60ca60b943a63599f5501960"}, + {file = "fsspec-2023.12.2.tar.gz", hash = "sha256:8548d39e8810b59c38014934f6b31e57f40c1b20f911f4cc2b85389c7e9bf0cb"}, +] + +[package.extras] +abfs = ["adlfs"] +adl = ["adlfs"] +arrow = ["pyarrow (>=1)"] +dask = ["dask", "distributed"] +devel = ["pytest", "pytest-cov"] +dropbox = ["dropbox", "dropboxdrivefs", "requests"] +full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"] +fuse = ["fusepy"] +gcs = ["gcsfs"] +git = ["pygit2"] +github = ["requests"] +gs = ["gcsfs"] +gui = ["panel"] +hdfs = ["pyarrow (>=1)"] +http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"] +libarchive = ["libarchive-c"] +oci = ["ocifs"] +s3 = ["s3fs"] +sftp = ["paramiko"] +smb = ["smbprotocol"] +ssh = ["paramiko"] +tqdm = ["tqdm"] + [[package]] name = "h11" version = "0.14.0" @@ -847,6 +945,53 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] +[[package]] +name = "huggingface-hub" +version = "0.19.4" +description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "huggingface_hub-0.19.4-py3-none-any.whl", hash = "sha256:dba013f779da16f14b606492828f3760600a1e1801432d09fe1c33e50b825bb5"}, + {file = "huggingface_hub-0.19.4.tar.gz", hash = "sha256:176a4fc355a851c17550e7619488f383189727eab209534d7cef2114dae77b22"}, +] + +[package.dependencies] +filelock = "*" +fsspec = ">=2023.5.0" +packaging = ">=20.9" +pyyaml = ">=5.1" +requests = "*" +tqdm = ">=4.42.1" +typing-extensions = ">=3.7.4.3" + +[package.extras] +all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "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", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] +docs = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "hf-doc-builder", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)", "watchdog"] +fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"] +inference = ["aiohttp", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"] +quality = ["mypy (==1.5.1)", "ruff (>=0.1.3)"] +tensorflow = ["graphviz", "pydot", "tensorflow"] +testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"] +torch = ["torch"] +typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"] + +[[package]] +name = "humanfriendly" +version = "10.0" +description = "Human friendly output for text interfaces using Python" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +files = [ + {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, + {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, +] + +[package.dependencies] +pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""} + [[package]] name = "idna" version = "3.6" @@ -1089,6 +1234,23 @@ files = [ {file = "mmh3-3.1.0.tar.gz", hash = "sha256:9b0f2b2ab4a915333c9d1089572e290a021ebb5b900bb7f7114dccc03995d732"}, ] +[[package]] +name = "mpmath" +version = "1.3.0" +description = "Python library for arbitrary-precision floating-point arithmetic" +optional = false +python-versions = "*" +files = [ + {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, + {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, +] + +[package.extras] +develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] +docs = ["sphinx"] +gmpy = ["gmpy2 (>=2.1.0a4)"] +tests = ["pytest (>=4.6)"] + [[package]] name = "multidict" version = "6.0.4" @@ -1300,6 +1462,88 @@ files = [ {file = "numpy-1.25.2.tar.gz", hash = "sha256:fd608e19c8d7c55021dffd43bfe5492fab8cc105cc8986f813f8c3c048b38760"}, ] +[[package]] +name = "onnx" +version = "1.15.0" +description = "Open Neural Network Exchange" +optional = false +python-versions = ">=3.8" +files = [ + {file = "onnx-1.15.0-cp310-cp310-macosx_10_12_universal2.whl", hash = "sha256:51cacb6aafba308aaf462252ced562111f6991cdc7bc57a6c554c3519453a8ff"}, + {file = "onnx-1.15.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:0aee26b6f7f7da7e840de75ad9195a77a147d0662c94eaa6483be13ba468ffc1"}, + {file = "onnx-1.15.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baf6ef6c93b3b843edb97a8d5b3d229a1301984f3f8dee859c29634d2083e6f9"}, + {file = "onnx-1.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96ed899fe6000edc05bb2828863d3841cfddd5a7cf04c1a771f112e94de75d9f"}, + {file = "onnx-1.15.0-cp310-cp310-win32.whl", hash = "sha256:f1ad3d77fc2f4b4296f0ac2c8cadd8c1dcf765fc586b737462d3a0fe8f7c696a"}, + {file = "onnx-1.15.0-cp310-cp310-win_amd64.whl", hash = "sha256:ca4ebc4f47109bfb12c8c9e83dd99ec5c9f07d2e5f05976356c6ccdce3552010"}, + {file = "onnx-1.15.0-cp311-cp311-macosx_10_12_universal2.whl", hash = "sha256:233ffdb5ca8cc2d960b10965a763910c0830b64b450376da59207f454701f343"}, + {file = "onnx-1.15.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:51fa79c9ea9af033638ec51f9177b8e76c55fad65bb83ea96ee88fafade18ee7"}, + {file = "onnx-1.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f277d4861729f5253a51fa41ce91bfec1c4574ee41b5637056b43500917295ce"}, + {file = "onnx-1.15.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8a7c94d2ebead8f739fdb70d1ce5a71726f4e17b3e5b8ad64455ea1b2801a85"}, + {file = "onnx-1.15.0-cp311-cp311-win32.whl", hash = "sha256:17dcfb86a8c6bdc3971443c29b023dd9c90ff1d15d8baecee0747a6b7f74e650"}, + {file = "onnx-1.15.0-cp311-cp311-win_amd64.whl", hash = "sha256:60a3e28747e305cd2e766e6a53a0a6d952cf9e72005ec6023ce5e07666676a4e"}, + {file = "onnx-1.15.0-cp38-cp38-macosx_10_12_universal2.whl", hash = "sha256:6b5c798d9e0907eaf319e3d3e7c89a2ed9a854bcb83da5fefb6d4c12d5e90721"}, + {file = "onnx-1.15.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:a4f774ff50092fe19bd8f46b2c9b27b1d30fbd700c22abde48a478142d464322"}, + {file = "onnx-1.15.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2b0e7f3938f2d994c34616bfb8b4b1cebbc4a0398483344fe5e9f2fe95175e6"}, + {file = "onnx-1.15.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49cebebd0020a4b12c1dd0909d426631212ef28606d7e4d49463d36abe7639ad"}, + {file = "onnx-1.15.0-cp38-cp38-win32.whl", hash = "sha256:1fdf8a3ff75abc2b32c83bf27fb7c18d6b976c9c537263fadd82b9560fe186fa"}, + {file = "onnx-1.15.0-cp38-cp38-win_amd64.whl", hash = "sha256:763e55c26e8de3a2dce008d55ae81b27fa8fb4acbb01a29b9f3c01f200c4d676"}, + {file = "onnx-1.15.0-cp39-cp39-macosx_10_12_universal2.whl", hash = "sha256:b2d5e802837629fc9c86f19448d19dd04d206578328bce202aeb3d4bedab43c4"}, + {file = "onnx-1.15.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:9a9cfbb5e5d5d88f89d0dfc9df5fb858899db874e1d5ed21e76c481f3cafc90d"}, + {file = "onnx-1.15.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f472bbe5cb670a0a4a4db08f41fde69b187a009d0cb628f964840d3f83524e9"}, + {file = "onnx-1.15.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bf2de9bef64792e5b8080c678023ac7d2b9e05d79a3e17e92cf6a4a624831d2"}, + {file = "onnx-1.15.0-cp39-cp39-win32.whl", hash = "sha256:ef4d9eb44b111e69e4534f3233fc2c13d1e26920d24ae4359d513bd54694bc6d"}, + {file = "onnx-1.15.0-cp39-cp39-win_amd64.whl", hash = "sha256:95d7a3e2d79d371e272e39ae3f7547e0b116d0c7f774a4004e97febe6c93507f"}, + {file = "onnx-1.15.0.tar.gz", hash = "sha256:b18461a7d38f286618ca2a6e78062a2a9c634ce498e631e708a8041b00094825"}, +] + +[package.dependencies] +numpy = "*" +protobuf = ">=3.20.2" + +[package.extras] +reference = ["Pillow", "google-re2"] + +[[package]] +name = "onnxruntime" +version = "1.16.3" +description = "ONNX Runtime is a runtime accelerator for Machine Learning models" +optional = false +python-versions = "*" +files = [ + {file = "onnxruntime-1.16.3-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:3bc41f323ac77acfed190be8ffdc47a6a75e4beeb3473fbf55eeb075ccca8df2"}, + {file = "onnxruntime-1.16.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:212741b519ee61a4822c79c47147d63a8b0ffde25cd33988d3d7be9fbd51005d"}, + {file = "onnxruntime-1.16.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f91f5497fe3df4ceee2f9e66c6148d9bfeb320cd6a71df361c66c5b8bac985a"}, + {file = "onnxruntime-1.16.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef2b1fc269cabd27f129fb9058917d6fdc89b188c49ed8700f300b945c81f889"}, + {file = "onnxruntime-1.16.3-cp310-cp310-win32.whl", hash = "sha256:f36b56a593b49a3c430be008c2aea6658d91a3030115729609ec1d5ffbaab1b6"}, + {file = "onnxruntime-1.16.3-cp310-cp310-win_amd64.whl", hash = "sha256:3c467eaa3d2429c026b10c3d17b78b7f311f718ef9d2a0d6938e5c3c2611b0cf"}, + {file = "onnxruntime-1.16.3-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:a225bb683991001d111f75323d355b3590e75e16b5e0f07a0401e741a0143ea1"}, + {file = "onnxruntime-1.16.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9aded21fe3d898edd86be8aa2eb995aa375e800ad3dfe4be9f618a20b8ee3630"}, + {file = "onnxruntime-1.16.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00cccc37a5195c8fca5011b9690b349db435986bd508eb44c9fce432da9228a4"}, + {file = "onnxruntime-1.16.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e253e572021563226a86f1c024f8f70cdae28f2fb1cc8c3a9221e8b1ce37db5"}, + {file = "onnxruntime-1.16.3-cp311-cp311-win32.whl", hash = "sha256:a82a8f0b4c978d08f9f5c7a6019ae51151bced9fd91e5aaa0c20a9e4ac7a60b6"}, + {file = "onnxruntime-1.16.3-cp311-cp311-win_amd64.whl", hash = "sha256:78d81d9af457a1dc90db9a7da0d09f3ccb1288ea1236c6ab19f0ca61f3eee2d3"}, + {file = "onnxruntime-1.16.3-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:04ebcd29c20473596a1412e471524b2fb88d55e6301c40b98dd2407b5911595f"}, + {file = "onnxruntime-1.16.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9996bab0f202a6435ab867bc55598f15210d0b72794d5de83712b53d564084ae"}, + {file = "onnxruntime-1.16.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b8f5083f903408238883821dd8c775f8120cb4a604166dbdabe97f4715256d5"}, + {file = "onnxruntime-1.16.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c2dcf1b70f8434abb1116fe0975c00e740722aaf321997195ea3618cc00558e"}, + {file = "onnxruntime-1.16.3-cp38-cp38-win32.whl", hash = "sha256:d4a0151e1accd04da6711f6fd89024509602f82c65a754498e960b032359b02d"}, + {file = "onnxruntime-1.16.3-cp38-cp38-win_amd64.whl", hash = "sha256:e8aa5bba78afbd4d8a2654b14ec7462ff3ce4a6aad312a3c2d2c2b65009f2541"}, + {file = "onnxruntime-1.16.3-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:6829dc2a79d48c911fedaf4c0f01e03c86297d32718a3fdee7a282766dfd282a"}, + {file = "onnxruntime-1.16.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:76f876c53bfa912c6c242fc38213a6f13f47612d4360bc9d599bd23753e53161"}, + {file = "onnxruntime-1.16.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4137e5d443e2dccebe5e156a47f1d6d66f8077b03587c35f11ee0c7eda98b533"}, + {file = "onnxruntime-1.16.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c56695c1a343c7c008b647fff3df44da63741fbe7b6003ef576758640719be7b"}, + {file = "onnxruntime-1.16.3-cp39-cp39-win32.whl", hash = "sha256:985a029798744ce4743fcf8442240fed35c8e4d4d30ec7d0c2cdf1388cd44408"}, + {file = "onnxruntime-1.16.3-cp39-cp39-win_amd64.whl", hash = "sha256:28ff758b17ce3ca6bcad3d936ec53bd7f5482e7630a13f6dcae518eba8f71d85"}, +] + +[package.dependencies] +coloredlogs = "*" +flatbuffers = "*" +numpy = ">=1.21.6" +packaging = "*" +protobuf = "*" +sympy = "*" + [[package]] name = "openai" version = "1.5.0" @@ -1441,6 +1685,26 @@ files = [ [package.dependencies] wcwidth = "*" +[[package]] +name = "protobuf" +version = "4.25.1" +description = "" +optional = false +python-versions = ">=3.8" +files = [ + {file = "protobuf-4.25.1-cp310-abi3-win32.whl", hash = "sha256:193f50a6ab78a970c9b4f148e7c750cfde64f59815e86f686c22e26b4fe01ce7"}, + {file = "protobuf-4.25.1-cp310-abi3-win_amd64.whl", hash = "sha256:3497c1af9f2526962f09329fd61a36566305e6c72da2590ae0d7d1322818843b"}, + {file = "protobuf-4.25.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:0bf384e75b92c42830c0a679b0cd4d6e2b36ae0cf3dbb1e1dfdda48a244f4bcd"}, + {file = "protobuf-4.25.1-cp37-abi3-manylinux2014_aarch64.whl", hash = "sha256:0f881b589ff449bf0b931a711926e9ddaad3b35089cc039ce1af50b21a4ae8cb"}, + {file = "protobuf-4.25.1-cp37-abi3-manylinux2014_x86_64.whl", hash = "sha256:ca37bf6a6d0046272c152eea90d2e4ef34593aaa32e8873fc14c16440f22d4b7"}, + {file = "protobuf-4.25.1-cp38-cp38-win32.whl", hash = "sha256:abc0525ae2689a8000837729eef7883b9391cd6aa7950249dcf5a4ede230d5dd"}, + {file = "protobuf-4.25.1-cp38-cp38-win_amd64.whl", hash = "sha256:1484f9e692091450e7edf418c939e15bfc8fc68856e36ce399aed6889dae8bb0"}, + {file = "protobuf-4.25.1-cp39-cp39-win32.whl", hash = "sha256:8bdbeaddaac52d15c6dce38c71b03038ef7772b977847eb6d374fc86636fa510"}, + {file = "protobuf-4.25.1-cp39-cp39-win_amd64.whl", hash = "sha256:becc576b7e6b553d22cbdf418686ee4daa443d7217999125c045ad56322dda10"}, + {file = "protobuf-4.25.1-py3-none-any.whl", hash = "sha256:a19731d5e83ae4737bb2a089605e636077ac001d18781b3cf489b9546c7c80d6"}, + {file = "protobuf-4.25.1.tar.gz", hash = "sha256:57d65074b4f5baa4ab5da1605c02be90ac20c8b40fb137d6a8df9f416b0d0ce2"}, +] + [[package]] name = "psutil" version = "5.9.7" @@ -1572,6 +1836,17 @@ files = [ plugins = ["importlib-metadata"] windows-terminal = ["colorama (>=0.4.6)"] +[[package]] +name = "pyreadline3" +version = "3.4.1" +description = "A python implementation of GNU readline." +optional = false +python-versions = "*" +files = [ + {file = "pyreadline3-3.4.1-py3-none-any.whl", hash = "sha256:b0efb6516fd4fb07b45949053826a62fa4cb353db5be2bbb4a7aa1fdd1e345fb"}, + {file = "pyreadline3-3.4.1.tar.gz", hash = "sha256:6f3d1f7b8a31ba32b73917cefc1f28cc660562f39aea8646d30bd6eff21f7bae"}, +] + [[package]] name = "pytest" version = "7.4.3" @@ -2053,6 +2328,20 @@ pure-eval = "*" [package.extras] tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] +[[package]] +name = "sympy" +version = "1.12" +description = "Computer algebra system (CAS) in Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "sympy-1.12-py3-none-any.whl", hash = "sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5"}, + {file = "sympy-1.12.tar.gz", hash = "sha256:ebf595c8dac3e0fdc4152c51878b498396ec7f30e7a914d6071e674d49420fb8"}, +] + +[package.dependencies] +mpmath = ">=0.19" + [[package]] name = "tokenize-rt" version = "5.2.0" @@ -2064,6 +2353,121 @@ files = [ {file = "tokenize_rt-5.2.0.tar.gz", hash = "sha256:9fe80f8a5c1edad2d3ede0f37481cc0cc1538a2f442c9c2f9e4feacd2792d054"}, ] +[[package]] +name = "tokenizers" +version = "0.15.0" +description = "" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tokenizers-0.15.0-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:cd3cd0299aaa312cd2988957598f80becd04d5a07338741eca076057a2b37d6e"}, + {file = "tokenizers-0.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8a922c492c721744ee175f15b91704be2d305569d25f0547c77cd6c9f210f9dc"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:331dd786d02fc38698f835fff61c99480f98b73ce75a4c65bd110c9af5e4609a"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:88dd0961c437d413ab027f8b115350c121d49902cfbadf08bb8f634b15fa1814"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6fdcc55339df7761cd52e1fbe8185d3b3963bc9e3f3545faa6c84f9e8818259a"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f1480b0051d8ab5408e8e4db2dc832f7082ea24aa0722c427bde2418c6f3bd07"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9855e6c258918f9cf62792d4f6ddfa6c56dccd8c8118640f867f6393ecaf8bd7"}, + {file = "tokenizers-0.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de9529fe75efcd54ba8d516aa725e1851df9199f0669b665c55e90df08f5af86"}, + {file = "tokenizers-0.15.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:8edcc90a36eab0705fe9121d6c77c6e42eeef25c7399864fd57dfb27173060bf"}, + {file = "tokenizers-0.15.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ae17884aafb3e94f34fb7cfedc29054f5f54e142475ebf8a265a4e388fee3f8b"}, + {file = "tokenizers-0.15.0-cp310-none-win32.whl", hash = "sha256:9a3241acdc9b44cff6e95c4a55b9be943ef3658f8edb3686034d353734adba05"}, + {file = "tokenizers-0.15.0-cp310-none-win_amd64.whl", hash = "sha256:4b31807cb393d6ea31926b307911c89a1209d5e27629aa79553d1599c8ffdefe"}, + {file = "tokenizers-0.15.0-cp311-cp311-macosx_10_7_x86_64.whl", hash = "sha256:af7e9be8c05d30bb137b9fd20f9d99354816599e5fd3d58a4b1e28ba3b36171f"}, + {file = "tokenizers-0.15.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c3d7343fa562ea29661783344a2d83662db0d3d17a6fa6a403cac8e512d2d9fd"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:32371008788aeeb0309a9244809a23e4c0259625e6b74a103700f6421373f395"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca9db64c7c9954fbae698884c5bb089764edc549731e5f9b7fa1dd4e4d78d77f"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:dbed5944c31195514669cf6381a0d8d47f164943000d10f93d6d02f0d45c25e0"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aab16c4a26d351d63e965b0c792f5da7227a37b69a6dc6d922ff70aa595b1b0c"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3c2b60b12fdd310bf85ce5d7d3f823456b9b65eed30f5438dd7761879c495983"}, + {file = "tokenizers-0.15.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0344d6602740e44054a9e5bbe9775a5e149c4dddaff15959bb07dcce95a5a859"}, + {file = "tokenizers-0.15.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:4525f6997d81d9b6d9140088f4f5131f6627e4c960c2c87d0695ae7304233fc3"}, + {file = "tokenizers-0.15.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:65975094fef8cc68919644936764efd2ce98cf1bacbe8db2687155d2b0625bee"}, + {file = "tokenizers-0.15.0-cp311-none-win32.whl", hash = "sha256:ff5d2159c5d93015f5a4542aac6c315506df31853123aa39042672031768c301"}, + {file = "tokenizers-0.15.0-cp311-none-win_amd64.whl", hash = "sha256:2dd681b53cf615e60a31a115a3fda3980e543d25ca183797f797a6c3600788a3"}, + {file = "tokenizers-0.15.0-cp312-cp312-macosx_10_7_x86_64.whl", hash = "sha256:c9cce6ee149a3d703f86877bc2a6d997e34874b2d5a2d7839e36b2273f31d3d9"}, + {file = "tokenizers-0.15.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a0a94bc3370e6f1cc8a07a8ae867ce13b7c1b4291432a773931a61f256d44ea"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:309cfcccfc7e502cb1f1de2c9c1c94680082a65bfd3a912d5a5b2c90c677eb60"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8413e994dd7d875ab13009127fc85633916c71213917daf64962bafd488f15dc"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d0ebf9430f901dbdc3dcb06b493ff24a3644c9f88c08e6a1d6d0ae2228b9b818"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:10361e9c7864b22dd791ec5126327f6c9292fb1d23481d4895780688d5e298ac"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:babe42635b8a604c594bdc56d205755f73414fce17ba8479d142a963a6c25cbc"}, + {file = "tokenizers-0.15.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3768829861e964c7a4556f5f23307fce6a23872c2ebf030eb9822dbbbf7e9b2a"}, + {file = "tokenizers-0.15.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:9c91588a630adc88065e1c03ac6831e3e2112558869b9ebcb2b8afd8a14c944d"}, + {file = "tokenizers-0.15.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:77606994e793ca54ecf3a3619adc8a906a28ca223d9354b38df41cb8766a0ed6"}, + {file = "tokenizers-0.15.0-cp37-cp37m-macosx_10_7_x86_64.whl", hash = "sha256:6fe143939f3b596681922b2df12a591a5b010e7dcfbee2202482cd0c1c2f2459"}, + {file = "tokenizers-0.15.0-cp37-cp37m-macosx_11_0_arm64.whl", hash = "sha256:b7bee0f1795e3e3561e9a557061b1539e5255b8221e3f928f58100282407e090"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:5d37e7f4439b4c46192ab4f2ff38ab815e4420f153caa13dec9272ef14403d34"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:caadf255cf7f951b38d10097836d1f3bcff4aeaaffadfdf748bab780bf5bff95"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:05accb9162bf711a941b1460b743d62fec61c160daf25e53c5eea52c74d77814"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:26a2ef890740127cb115ee5260878f4a677e36a12831795fd7e85887c53b430b"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e54c5f26df14913620046b33e822cb3bcd091a332a55230c0e63cc77135e2169"}, + {file = "tokenizers-0.15.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:669b8ed653a578bcff919566631156f5da3aab84c66f3c0b11a6281e8b4731c7"}, + {file = "tokenizers-0.15.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:0ea480d943297df26f06f508dab6e012b07f42bf3dffdd36e70799368a5f5229"}, + {file = "tokenizers-0.15.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:bc80a0a565ebfc7cd89de7dd581da8c2b3238addfca6280572d27d763f135f2f"}, + {file = "tokenizers-0.15.0-cp37-none-win32.whl", hash = "sha256:cdd945e678bbdf4517d5d8de66578a5030aeefecdb46f5320b034de9cad8d4dd"}, + {file = "tokenizers-0.15.0-cp37-none-win_amd64.whl", hash = "sha256:1ab96ab7dc706e002c32b2ea211a94c1c04b4f4de48354728c3a6e22401af322"}, + {file = "tokenizers-0.15.0-cp38-cp38-macosx_10_7_x86_64.whl", hash = "sha256:f21c9eb71c9a671e2a42f18b456a3d118e50c7f0fc4dd9fa8f4eb727fea529bf"}, + {file = "tokenizers-0.15.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2a5f4543a35889679fc3052086e69e81880b2a5a28ff2a52c5a604be94b77a3f"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:f8aa81afec893e952bd39692b2d9ef60575ed8c86fce1fd876a06d2e73e82dca"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1574a5a4af22c3def93fe8fe4adcc90a39bf5797ed01686a4c46d1c3bc677d2f"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7c7982fd0ec9e9122d03b209dac48cebfea3de0479335100ef379a9a959b9a5a"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f8d16b647032df2ce2c1f9097236e046ea9fedd969b25637b9d5d734d78aa53b"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b3cdf29e6f9653da330515dc8fa414be5a93aae79e57f8acc50d4028dd843edf"}, + {file = "tokenizers-0.15.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7286f3df10de840867372e3e64b99ef58c677210e3ceb653cd0e740a5c53fe78"}, + {file = "tokenizers-0.15.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:aabc83028baa5a36ce7a94e7659250f0309c47fa4a639e5c2c38e6d5ea0de564"}, + {file = "tokenizers-0.15.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:72f78b0e0e276b1fc14a672fa73f3acca034ba8db4e782124a2996734a9ba9cf"}, + {file = "tokenizers-0.15.0-cp38-none-win32.whl", hash = "sha256:9680b0ecc26e7e42f16680c1aa62e924d58d1c2dd992707081cc10a374896ea2"}, + {file = "tokenizers-0.15.0-cp38-none-win_amd64.whl", hash = "sha256:f17cbd88dab695911cbdd385a5a7e3709cc61dff982351f5d1b5939f074a2466"}, + {file = "tokenizers-0.15.0-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:3661862df7382c5eb23ac4fbf7c75e69b02dc4f5784e4c5a734db406b5b24596"}, + {file = "tokenizers-0.15.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c3045d191dad49647f5a5039738ecf1c77087945c7a295f7bcf051c37067e883"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:a9fcaad9ab0801f14457d7c820d9f246b5ab590c407fc6b073819b1573097aa7"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a79f17027f24fe9485701c8dbb269b9c713954ec3bdc1e7075a66086c0c0cd3c"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:01a3aa332abc4bee7640563949fcfedca4de8f52691b3b70f2fc6ca71bfc0f4e"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:05b83896a893cdfedad8785250daa3ba9f0504848323471524d4783d7291661e"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cbbf2489fcf25d809731ba2744ff278dd07d9eb3f8b7482726bd6cae607073a4"}, + {file = "tokenizers-0.15.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab806ad521a5e9de38078b7add97589c313915f6f5fec6b2f9f289d14d607bd6"}, + {file = "tokenizers-0.15.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:4a522612d5c88a41563e3463226af64e2fa00629f65cdcc501d1995dd25d23f5"}, + {file = "tokenizers-0.15.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e58a38c4e6075810bdfb861d9c005236a72a152ebc7005941cc90d1bbf16aca9"}, + {file = "tokenizers-0.15.0-cp39-none-win32.whl", hash = "sha256:b8034f1041fd2bd2b84ff9f4dc4ae2e1c3b71606820a9cd5c562ebd291a396d1"}, + {file = "tokenizers-0.15.0-cp39-none-win_amd64.whl", hash = "sha256:edde9aa964145d528d0e0dbf14f244b8a85ebf276fb76869bc02e2530fa37a96"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-macosx_10_7_x86_64.whl", hash = "sha256:309445d10d442b7521b98083dc9f0b5df14eca69dbbfebeb98d781ee2cef5d30"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d3125a6499226d4d48efc54f7498886b94c418e93a205b673bc59364eecf0804"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:ed56ddf0d54877bb9c6d885177db79b41576e61b5ef6defeb579dcb803c04ad5"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3b22cd714706cc5b18992a232b023f736e539495f5cc61d2d28d176e55046f6c"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fac2719b1e9bc8e8e7f6599b99d0a8e24f33d023eb8ef644c0366a596f0aa926"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:85ddae17570ec7e5bfaf51ffa78d044f444a8693e1316e1087ee6150596897ee"}, + {file = "tokenizers-0.15.0-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:76f1bed992e396bf6f83e3df97b64ff47885e45e8365f8983afed8556a0bc51f"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-macosx_10_7_x86_64.whl", hash = "sha256:3bb0f4df6dce41a1c7482087b60d18c372ef4463cb99aa8195100fcd41e0fd64"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:22c27672c27a059a5f39ff4e49feed8c7f2e1525577c8a7e3978bd428eb5869d"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:78104f5d035c9991f92831fc0efe9e64a05d4032194f2a69f67aaa05a4d75bbb"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a40b73dc19d82c3e3ffb40abdaacca8fbc95eeb26c66b7f9f860aebc07a73998"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:d801d1368188c74552cd779b1286e67cb9fd96f4c57a9f9a2a09b6def9e1ab37"}, + {file = "tokenizers-0.15.0-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:82641ffb13a4da1293fcc9f437d457647e60ed0385a9216cd135953778b3f0a1"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-macosx_10_7_x86_64.whl", hash = "sha256:160f9d1810f2c18fffa94aa98bf17632f6bd2dabc67fcb01a698ca80c37d52ee"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:8d7d6eea831ed435fdeeb9bcd26476226401d7309d115a710c65da4088841948"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:f6456bec6c557d63d8ec0023758c32f589e1889ed03c055702e84ce275488bed"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1eef39a502fad3bf104b9e1906b4fb0cee20e44e755e51df9a98f8922c3bf6d4"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c1e4664c5b797e093c19b794bbecc19d2367e782b4a577d8b7c1821db5dc150d"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:ca003fb5f3995ff5cf676db6681b8ea5d54d3b30bea36af1120e78ee1a4a4cdf"}, + {file = "tokenizers-0.15.0-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:7f17363141eb0c53752c89e10650b85ef059a52765d0802ba9613dbd2d21d425"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-macosx_10_7_x86_64.whl", hash = "sha256:8a765db05581c7d7e1280170f2888cda351760d196cc059c37ea96f121125799"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:2a0dd641a72604486cd7302dd8f87a12c8a9b45e1755e47d2682733f097c1af5"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:0a1a3c973e4dc97797fc19e9f11546c95278ffc55c4492acb742f69e035490bc"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4fab75642aae4e604e729d6f78e0addb9d7e7d49e28c8f4d16b24da278e5263"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65f80be77f6327a86d8fd35a4467adcfe6174c159b4ab52a1a8dd4c6f2d7d9e1"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:a8da7533dbe66b88afd430c56a2f2ce1fd82e2681868f857da38eeb3191d7498"}, + {file = "tokenizers-0.15.0-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:fa8eb4584fc6cbe6a84d7a7864be3ed28e23e9fd2146aa8ef1814d579df91958"}, + {file = "tokenizers-0.15.0.tar.gz", hash = "sha256:10c7e6e7b4cabd757da59e93f5f8d1126291d16f8b54f28510825ef56a3e5d0e"}, +] + +[package.dependencies] +huggingface_hub = ">=0.16.4,<1.0" + +[package.extras] +dev = ["tokenizers[testing]"] +docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"] +testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] + [[package]] name = "tomli" version = "2.0.1" @@ -2309,5 +2713,5 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" -python-versions = "^3.9" -content-hash = "afd687626ef87dc72424414d7c2333caf360bccb01fab087cfd78b97ea62e04f" +python-versions = ">=3.9,<3.12" +content-hash = "887cf3e564b33d43b6bdcf5d089d9eb12931312e8eeadd3f8488cb5fbe384fab" diff --git a/pyproject.toml b/pyproject.toml index bffbba0e..9ce7f26d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,7 +13,7 @@ readme = "README.md" packages = [{include = "semantic_router"}] [tool.poetry.dependencies] -python = "^3.9" +python = ">=3.9,<3.12" pydantic = "^1.8.2" openai = "^1.3.9" cohere = "^4.32" @@ -22,6 +22,7 @@ pinecone-text = "^0.7.0" colorlog = "^6.8.0" pyyaml = "^6.0.1" pytest-asyncio = "^0.23.2" +fastembed = "^0.1.3" [tool.poetry.group.dev.dependencies] diff --git a/semantic_router/encoders/__init__.py b/semantic_router/encoders/__init__.py index ac27ebb4..4bb1eb37 100644 --- a/semantic_router/encoders/__init__.py +++ b/semantic_router/encoders/__init__.py @@ -2,5 +2,12 @@ from semantic_router.encoders.bm25 import BM25Encoder from semantic_router.encoders.cohere import CohereEncoder from semantic_router.encoders.openai import OpenAIEncoder +from semantic_router.encoders.fastembed import FastEmbedEncoder -__all__ = ["BaseEncoder", "CohereEncoder", "OpenAIEncoder", "BM25Encoder"] +__all__ = [ + "BaseEncoder", + "CohereEncoder", + "OpenAIEncoder", + "BM25Encoder", + "FastEmbedEncoder", +] diff --git a/semantic_router/encoders/fastembed.py b/semantic_router/encoders/fastembed.py new file mode 100644 index 00000000..d324058d --- /dev/null +++ b/semantic_router/encoders/fastembed.py @@ -0,0 +1,45 @@ +from typing import Any, List, Optional +import numpy as np +from pydantic import BaseModel, PrivateAttr + + +class FastEmbedEncoder(BaseModel): + type: str = "fastembed" + model_name: str = "BAAI/bge-small-en-v1.5" + max_length: int = 512 + cache_dir: Optional[str] = None + threads: Optional[int] = None + _client: Any = PrivateAttr() + + def __init__(self, **data): + super().__init__(**data) + self._client = self._initialize_client() + + def _initialize_client(self): + try: + from fastembed.embedding import FlagEmbedding as Embedding + except ImportError: + raise ImportError( + "Please install fastembed to use FastEmbedEncoder" + "You can install it with: `pip install fastembed`" + ) + + embedding_args = { + "model_name": self.model_name, + "max_length": self.max_length, + "cache_dir": self.cache_dir, + "threads": self.threads, + } + + embedding_args = {k: v for k, v in embedding_args.items() if v is not None} + + embedding = Embedding(**embedding_args) + return embedding + + def __call__(self, docs: list[str]) -> list[list[float]]: + try: + embeds: List[np.ndarray] = list(self._client.embed(docs)) + embeddings: List[List[float]] = [e.tolist() for e in embeds] + return embeddings + except Exception as e: + raise ValueError(f"FastEmbed embed failed. Error: {e}") diff --git a/test_output.txt b/test_output.txt new file mode 100644 index 00000000..e69de29b diff --git a/tests/unit/encoders/test_fastembed.py b/tests/unit/encoders/test_fastembed.py new file mode 100644 index 00000000..5efdbfbe --- /dev/null +++ b/tests/unit/encoders/test_fastembed.py @@ -0,0 +1,10 @@ +from semantic_router.encoders import FastEmbedEncoder + + +class TestFastEmbedEncoder: + def test_fastembed_encoder(self): + encode = FastEmbedEncoder() + test_docs = ["This is a test", "This is another test"] + + embeddings = encode(test_docs) + assert isinstance(embeddings, list)