From 5f2d3241722c3f45af3021034e3c3ae6ad786fd3 Mon Sep 17 00:00:00 2001
From: estelle <estelle.scifo@neo4j.com>
Date: Mon, 4 Aug 2025 17:29:37 +0200
Subject: [PATCH 1/3] Fix OpenAILLM and http_client type

---
 poetry.lock                          | 579 ++++++++++++++++++++++++---
 src/neo4j_graphrag/llm/openai_llm.py |  39 +-
 tests/unit/llm/test_openai_llm.py    |  41 ++
 3 files changed, 599 insertions(+), 60 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 61bb3e4b4..699e4b121 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -6,6 +6,8 @@ version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
@@ -17,6 +19,8 @@ version = "3.12.14"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:906d5075b5ba0dd1c66fcaaf60eb09926a9fef3ca92d912d2a0bbdbecf8b1248"},
     {file = "aiohttp-3.12.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c875bf6fc2fd1a572aba0e02ef4e7a63694778c5646cdbda346ee24e630d30fb"},
@@ -117,7 +121,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -125,6 +129,8 @@ version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
@@ -140,6 +146,8 @@ version = "0.21.0"
 description = "asyncio bridge to the standard sqlite3 module"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"},
     {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"},
@@ -158,6 +166,7 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -169,6 +178,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 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"},
@@ -180,6 +190,8 @@ version = "0.49.0"
 description = "The official Python library for the anthropic API"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"anthropic\""
 files = [
     {file = "anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375"},
     {file = "anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398"},
@@ -204,10 +216,12 @@ version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
     {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\""}
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
@@ -217,7 +231,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
 doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -226,6 +240,7 @@ version = "1.4.1"
 description = "Handy tools for working with URLs and APIs."
 optional = false
 python-versions = ">=3.6.1"
+groups = ["dev"]
 files = [
     {file = "apeye-1.4.1-py3-none-any.whl", hash = "sha256:44e58a9104ec189bf42e76b3a7fe91e2b2879d96d48e9a77e5e32ff699c9204e"},
     {file = "apeye-1.4.1.tar.gz", hash = "sha256:14ea542fad689e3bfdbda2189a354a4908e90aee4bf84c15ab75d68453d76a36"},
@@ -247,6 +262,7 @@ version = "1.1.5"
 description = "Core (offline) functionality for the apeye library."
 optional = false
 python-versions = ">=3.6.1"
+groups = ["dev"]
 files = [
     {file = "apeye_core-1.1.5-py3-none-any.whl", hash = "sha256:dc27a93f8c9e246b3b238c5ea51edf6115ab2618ef029b9f2d9a190ec8228fbf"},
     {file = "apeye_core-1.1.5.tar.gz", hash = "sha256:5de72ed3d00cc9b20fea55e54b7ab8f5ef8500eb33a5368bc162a5585e238a55"},
@@ -262,6 +278,7 @@ version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
     {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
@@ -277,6 +294,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"experimental\" and 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"},
@@ -288,18 +307,20 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "authlib"
@@ -307,6 +328,8 @@ version = "1.6.0"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "authlib-1.6.0-py2.py3-none-any.whl", hash = "sha256:91685589498f79e8655e8a8947431ad6288831d643f11c55c2143ffcc738048d"},
     {file = "authlib-1.6.0.tar.gz", hash = "sha256:4367d32031b7af175ad3a323d571dc7257b7099d55978087ceae4a0d88cd3210"},
@@ -321,6 +344,7 @@ version = "0.2.14"
 description = "Extended sphinx autodoc including automatic autosummaries"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "autodocsumm-0.2.14-py3-none-any.whl", hash = "sha256:3bad8717fc5190802c60392a7ab04b9f3c97aa9efa8b3780b3d81d615bfe5dc0"},
     {file = "autodocsumm-0.2.14.tar.gz", hash = "sha256:2839a9d4facc3c4eccd306c08695540911042b46eeafcdc3203e6d0bab40bc77"},
@@ -335,13 +359,14 @@ version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
     {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "banks"
@@ -349,6 +374,8 @@ version = "2.1.3"
 description = "A prompt programming language"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "banks-2.1.3-py3-none-any.whl", hash = "sha256:9e1217dc977e6dd1ce42c5ff48e9bcaf238d788c81b42deb6a555615ffcffbab"},
     {file = "banks-2.1.3.tar.gz", hash = "sha256:c0dd2cb0c5487274a513a552827e6a8ddbd0ab1a1b967f177e71a6e4748a3ed2"},
@@ -371,10 +398,12 @@ version = "4.13.4"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main", "dev"]
 files = [
     {file = "beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b"},
     {file = "beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 soupsieve = ">1.2"
@@ -393,6 +422,8 @@ version = "1.3.0"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 optional = true
 python-versions = "<3.14,>=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "blis-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:03c5d2d59415c58ec60e16a0d35d6516a50dae8f17963445845fd961530fcfb0"},
     {file = "blis-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d1b5c7e7b337e4b0b4887d4837c25e787a940c38d691c6b2936baebf1d008f1b"},
@@ -442,6 +473,7 @@ version = "0.14.3"
 description = "httplib2 caching for requests"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "cachecontrol-0.14.3-py3-none-any.whl", hash = "sha256:b35e44a3113f17d2a31c1e6b27b9de6d4405f84ae51baa8c1d3cc5b633010cae"},
     {file = "cachecontrol-0.14.3.tar.gz", hash = "sha256:73e7efec4b06b20d9267b441c1f733664f989fb8688391b670ca812d70795d11"},
@@ -463,6 +495,8 @@ version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
     {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
@@ -474,6 +508,8 @@ version = "2.0.10"
 description = "Super lightweight function registries for your library"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "catalogue-2.0.10-py3-none-any.whl", hash = "sha256:58c2de0020aa90f4a2da7dfad161bf7b3b054c86a5f09fcedc0b2b740c109a9f"},
     {file = "catalogue-2.0.10.tar.gz", hash = "sha256:4f56daa940913d3f09d589c191c74e5a6d51762b3a9e37dd53b7437afd6cda15"},
@@ -485,10 +521,12 @@ version = "2025.7.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2"},
     {file = "certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\" or extra == \"sentence-transformers\" or extra == \"nlp\" or extra == \"pinecone\""}
 
 [[package]]
 name = "cffi"
@@ -496,6 +534,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -565,6 +604,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
+markers = {main = "(extra == \"experimental\" or platform_python_implementation != \"PyPy\") and (platform_python_implementation == \"PyPy\" or extra == \"weaviate\") and (extra == \"experimental\" or extra == \"weaviate\")", dev = "platform_python_implementation == \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -575,6 +615,7 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -586,6 +627,7 @@ version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"},
     {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"},
@@ -680,6 +722,7 @@ files = [
     {file = "charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0"},
     {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"google\" or extra == \"cohere\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [[package]]
 name = "click"
@@ -687,6 +730,8 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"experimental\" or extra == \"nlp\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -701,6 +746,8 @@ version = "0.21.1"
 description = "pathlib-style classes for cloud storage services."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "cloudpathlib-0.21.1-py3-none-any.whl", hash = "sha256:bfe580ad72ec030472ec233cd7380701b2d3227da7b2898387bd170aa70c803c"},
     {file = "cloudpathlib-0.21.1.tar.gz", hash = "sha256:f26a855abf34d98f267aafd15efdb2db3c9665913dbabe5fad079df92837a431"},
@@ -721,6 +768,8 @@ version = "5.16.1"
 description = ""
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"cohere\""
 files = [
     {file = "cohere-5.16.1-py3-none-any.whl", hash = "sha256:37e2c1d69b1804071b5e5f5cb44f8b74127e318376e234572d021a1a729c6baa"},
     {file = "cohere-5.16.1.tar.gz", hash = "sha256:02aa87668689ad0fbac2cda979c190310afdb99fb132552e8848fdd0aff7cd40"},
@@ -743,10 +792,12 @@ 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 = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "(platform_system == \"Windows\" or sys_platform == \"win32\" or extra == \"experimental\") and (extra == \"pinecone\" or extra == \"cohere\" or extra == \"sentence-transformers\" or extra == \"experimental\" or extra == \"openai\" or extra == \"nlp\" or sys_platform == \"win32\")", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
 
 [[package]]
 name = "confection"
@@ -754,6 +805,8 @@ version = "0.1.5"
 description = "The sweetest config system for Python"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "confection-0.1.5-py3-none-any.whl", hash = "sha256:e29d3c3f8eac06b3f77eb9dfb4bf2fc6bcc9622a98ca00a698e3d019c6430b14"},
     {file = "confection-0.1.5.tar.gz", hash = "sha256:8e72dd3ca6bd4f48913cd220f10b8275978e740411654b6e8ca6d7008c590f0e"},
@@ -769,6 +822,7 @@ version = "7.9.2"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "coverage-7.9.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:66283a192a14a3854b2e7f3418d7db05cdf411012ab7ff5db98ff3b181e1f912"},
     {file = "coverage-7.9.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4e01d138540ef34fcf35c1aa24d06c3de2a4cffa349e29a10056544f35cca15f"},
@@ -840,7 +894,7 @@ files = [
 ]
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cryptography"
@@ -848,6 +902,8 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
     {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"},
@@ -897,6 +953,7 @@ version = "2.11.1"
 description = "A CSS Cascading Style Sheets library for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cssutils-2.11.1-py3-none-any.whl", hash = "sha256:a67bfdfdff4f3867fab43698ec4897c1a828eca5973f4073321b3bccaf1199b1"},
     {file = "cssutils-2.11.1.tar.gz", hash = "sha256:0563a76513b6af6eebbe788c3bf3d01c920e46b3f90c8416738c5cfc773ff8e2"},
@@ -907,7 +964,7 @@ more-itertools = "*"
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["cssselect", "importlib-resources", "jaraco.test (>=5.1)", "lxml", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+test = ["cssselect", "importlib-resources ; python_version < \"3.9\"", "jaraco.test (>=5.1)", "lxml ; python_version < \"3.11\"", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "cymem"
@@ -915,6 +972,8 @@ version = "2.0.11"
 description = "Manage calls to calloc/free through Cython"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "cymem-2.0.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1b4dd8f8c2475c7c9948eefa89c790d83134600858d8d43b90276efd8df3882e"},
     {file = "cymem-2.0.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d46ba0d2e0f749195297d16f2286b55af7d7c084db2b853fdfccece2c000c5dc"},
@@ -960,6 +1019,8 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = true
 python-versions = "<4.0,>=3.7"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
     {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
@@ -975,6 +1036,7 @@ version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
     {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
@@ -986,6 +1048,8 @@ version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -997,6 +1061,8 @@ version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
     {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
@@ -1006,7 +1072,7 @@ files = [
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
 
 [[package]]
 name = "deprecation"
@@ -1014,6 +1080,8 @@ version = "2.1.0"
 description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -1028,6 +1096,7 @@ version = "0.3.0.post1"
 description = "A μ-library for constructing cascading style sheets from Python dictionaries."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "dict2css-0.3.0.post1-py3-none-any.whl", hash = "sha256:f006a6b774c3e31869015122ae82c491fd25e7de4a75607a62aa3e798f837e0d"},
     {file = "dict2css-0.3.0.post1.tar.gz", hash = "sha256:89c544c21c4ca7472c3fffb9d37d3d926f606329afdb751dc1de67a411b70719"},
@@ -1043,6 +1112,8 @@ version = "1.0.8"
 description = "JSON decoder for Python that can extract data from the muck"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"},
     {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"},
@@ -1054,6 +1125,7 @@ version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -1065,10 +1137,12 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = true
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"openai\" or extra == \"anthropic\""}
 
 [[package]]
 name = "docstring-parser"
@@ -1076,6 +1150,8 @@ 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 = [
     {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"},
     {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"},
@@ -1087,6 +1163,7 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -1098,6 +1175,7 @@ version = "3.10.0"
 description = "Helpful functions for Python 🐍 🛠️"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "domdf_python_tools-3.10.0-py3-none-any.whl", hash = "sha256:5e71c1be71bbcc1f881d690c8984b60e64298ec256903b3147f068bc33090c36"},
     {file = "domdf_python_tools-3.10.0.tar.gz", hash = "sha256:2ae308d2f4f1e9145f5f4ba57f840fbfd1c2983ee26e4824347789649d3ae298"},
@@ -1117,6 +1195,7 @@ version = "0.12.0"
 description = "Tools to expand Python's enum module."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "enum_tools-0.12.0-py3-none-any.whl", hash = "sha256:d69b019f193c7b850b17d9ce18440db7ed62381571409af80ccc08c5218b340a"},
     {file = "enum_tools-0.12.0.tar.gz", hash = "sha256:13ceb9376a4c5f574a1e7c5f9c8eb7f3d3fbfbb361cc18a738df1a58dfefd460"},
@@ -1139,6 +1218,8 @@ version = "0.2.2"
 description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"mistralai\" or python_version == \"3.9\" and (extra == \"mistralai\" or extra == \"experimental\")"
 files = [
     {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"},
     {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"},
@@ -1153,6 +1234,8 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -1170,13 +1253,14 @@ version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {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]
-tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
 
 [[package]]
 name = "fastavro"
@@ -1184,6 +1268,8 @@ version = "1.11.1"
 description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"cohere\""
 files = [
     {file = "fastavro-1.11.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:603aa1c1d1be21fb4bcb63e1efb0711a9ddb337de81391c32dac95c6e0dacfcc"},
     {file = "fastavro-1.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45653b312d4ce297e2bd802ea3ffd17ecbe718e5e8b6e2ae04cd72cb50bb99d5"},
@@ -1235,15 +1321,17 @@ version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
     {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
+markers = {main = "extra == \"cohere\" or extra == \"sentence-transformers\""}
 
 [package.extras]
 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)"]
+typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
 
 [[package]]
 name = "filetype"
@@ -1251,6 +1339,8 @@ version = "1.2.0"
 description = "Infer file type and MIME type of any file/buffer. No external dependencies."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
@@ -1262,6 +1352,8 @@ version = "1.7.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"},
     {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"},
@@ -1375,6 +1467,7 @@ version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
     {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
@@ -1414,6 +1507,8 @@ version = "2.25.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"},
     {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"},
@@ -1428,10 +1523,10 @@ grpcio = [
 ]
 grpcio-status = [
     {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""},
 ]
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.22.3,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
@@ -1439,7 +1534,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"]
-grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"]
+grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"]
 
@@ -1449,6 +1544,8 @@ version = "2.40.3"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"},
     {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"},
@@ -1462,11 +1559,11 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -1475,6 +1572,8 @@ version = "1.103.0"
 description = "Vertex AI API client library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_cloud_aiplatform-1.103.0-py2.py3-none-any.whl", hash = "sha256:bc14d90caed44580192ad8b60cf74c5a7089562a0dfa6425cad163971d3ae759"},
     {file = "google_cloud_aiplatform-1.103.0.tar.gz", hash = "sha256:0d0c0db3bde6182097f4db8ddcbfb2ab382009458cf594c09cfb4406896b9795"},
@@ -1502,10 +1601,10 @@ ag2-testing = ["absl-py", "ag2[gemini]", "cloudpickle (>=3.0,<4.0)", "google-clo
 agent-engines = ["cloudpickle (>=3.0,<4.0)", "google-cloud-logging (<4)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "packaging (>=24.0)", "pydantic (>=2.11.1,<3)", "typing_extensions"]
 autologging = ["mlflow (>=1.27.0,<=2.16.0)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "werkzeug (>=2.0.0,<4.0.0)"]
-datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0.0)"]
+datasets = ["pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0.0) ; python_version < \"3.11\""]
 endpoint = ["requests (>=2.28.1)", "requests-toolbelt (<=1.0.0)"]
-evaluation = ["jsonschema", "litellm (>=1.72.4)", "pandas (>=1.0.0)", "pyyaml", "ruamel.yaml", "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,<=0.28.1)", "immutabledict", "jsonschema", "lit-nlp (==0.4.0)", "litellm (>=1.72.4)", "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,<8.0.0)", "pyarrow (>=6.0.1)", "pyyaml", "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.* || >=2.42.dev0,<=2.42.0)", "ray[default] (>=2.5,<=2.42.0)", "requests (>=2.28.1)", "requests-toolbelt (<=1.0.0)", "ruamel.yaml", "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,<3.0.0)", "tensorflow (>=2.3.0,<3.0.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<4.0.0)"]
+evaluation = ["jsonschema", "litellm (>=1.72.4)", "pandas (>=1.0.0)", "pyyaml", "ruamel.yaml", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "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,<=0.28.1)", "immutabledict", "jsonschema", "lit-nlp (==0.4.0)", "litellm (>=1.72.4)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0.0) ; python_version < \"3.11\"", "pyarrow (>=6.0.1)", "pyyaml", "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.* || >=2.42.dev0,<=2.42.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.42.0) ; python_version == \"3.11\"", "requests (>=2.28.1)", "requests-toolbelt (<=1.0.0)", "ruamel.yaml", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0)", "tensorflow (>=2.3.0,<3.0.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<4.0.0)"]
 langchain = ["langchain (>=0.3,<0.4)", "langchain-core (>=0.3,<0.4)", "langchain-google-vertexai (>=2.0.22,<3)", "langgraph (>=0.2.45,<0.4)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
 langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.3,<0.4)", "langchain-core (>=0.3,<0.4)", "langchain-google-vertexai (>=2.0.22,<3)", "langgraph (>=0.2.45,<0.4)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.11.1,<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,<3.0.0)"]
@@ -1515,11 +1614,11 @@ metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
 prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.114.0)", "httpx (>=0.23.0,<=0.28.1)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
-ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || ==2.33.* || >=2.42.dev0,<=2.42.0)", "ray[default] (>=2.5,<=2.42.0)", "setuptools (<70.0.0)"]
-ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || ==2.33.* || >=2.42.dev0,<=2.42.0)", "ray[default] (>=2.5,<=2.42.0)", "ray[train]", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost_ray"]
+ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || ==2.33.* || >=2.42.dev0,<=2.42.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.42.0) ; python_version == \"3.11\"", "setuptools (<70.0.0)"]
+ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || ==2.33.* || >=2.42.dev0,<=2.42.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.42.0) ; python_version == \"3.11\"", "ray[train]", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost_ray"]
 reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.11.1,<3)", "typing_extensions"]
 tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "werkzeug (>=2.0.0,<4.0.0)"]
-testing = ["aiohttp", "bigframes", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<=0.28.1)", "immutabledict", "immutabledict", "ipython", "jsonschema", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "litellm (>=1.72.4)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "protobuf (<=5.29.4)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0.0)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml", "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.* || >=2.42.dev0,<=2.42.0)", "ray[default] (>=2.5,<=2.42.0)", "requests (>=2.28.1)", "requests-toolbelt (<=1.0.0)", "requests-toolbelt (<=1.0.0)", "ruamel.yaml", "scikit-learn", "scikit-learn", "scikit-learn (<1.6.0)", "scikit-learn (<1.6.0)", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (==2.14.1)", "tensorflow (==2.19.0)", "tensorflow (>=2.3.0,<3.0.0)", "tensorflow (>=2.3.0,<3.0.0)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<4.0.0)", "werkzeug (>=2.0.0,<4.0.0)", "xgboost"]
+testing = ["aiohttp", "bigframes ; python_version >= \"3.10\"", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<=0.28.1)", "immutabledict", "immutabledict", "ipython", "jsonschema", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "litellm (>=1.72.4)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "protobuf (<=5.29.4)", "pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0.0) ; python_version < \"3.11\"", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml", "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.* || >=2.42.dev0,<=2.42.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.42.0) ; python_version == \"3.11\"", "requests (>=2.28.1)", "requests-toolbelt (<=1.0.0)", "requests-toolbelt (<=1.0.0)", "ruamel.yaml", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (==2.14.1) ; python_version <= \"3.11\"", "tensorflow (==2.19.0) ; python_version > \"3.11\"", "tensorflow (>=2.3.0,<3.0.0)", "tensorflow (>=2.3.0,<3.0.0)", "torch (>=2.0.0,<2.1.0) ; python_version <= \"3.11\"", "torch (>=2.2.0) ; python_version > \"3.11\"", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<4.0.0)", "werkzeug (>=2.0.0,<4.0.0)", "xgboost"]
 tokenization = ["sentencepiece (>=0.2.0)"]
 vizier = ["google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0)"]
@@ -1530,6 +1629,8 @@ version = "3.34.0"
 description = "Google BigQuery API client library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_cloud_bigquery-3.34.0-py3-none-any.whl", hash = "sha256:de20ded0680f8136d92ff5256270b5920dfe4fae479f5d0f73e90e5df30b1cf7"},
     {file = "google_cloud_bigquery-3.34.0.tar.gz", hash = "sha256:5ee1a78ba5c2ccb9f9a8b2bf3ed76b378ea68f49b6cac0544dc55cc97ff7c1ce"},
@@ -1547,13 +1648,13 @@ requests = ">=2.21.0,<3.0.0"
 [package.extras]
 all = ["google-cloud-bigquery[bigquery-v2,bqstorage,geopandas,ipython,ipywidgets,matplotlib,opentelemetry,pandas,tqdm]"]
 bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0)"]
-bqstorage = ["google-cloud-bigquery-storage (>=2.18.0,<3.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "pyarrow (>=4.0.0)"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.18.0,<3.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "pyarrow (>=4.0.0)"]
 geopandas = ["Shapely (>=1.8.4,<3.0.0)", "geopandas (>=0.9.0,<2.0.0)"]
 ipython = ["bigquery-magics (>=0.6.0)", "ipython (>=7.23.1)"]
 ipywidgets = ["ipykernel (>=6.2.0)", "ipywidgets (>=7.7.1)"]
-matplotlib = ["matplotlib (>=3.10.3)", "matplotlib (>=3.7.1,<=3.9.2)"]
+matplotlib = ["matplotlib (>=3.10.3) ; python_version >= \"3.10\"", "matplotlib (>=3.7.1,<=3.9.2) ; python_version == \"3.9\""]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
-pandas = ["db-dtypes (>=1.0.4,<2.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "pandas (>=1.3.0)", "pandas-gbq (>=0.26.1)", "pyarrow (>=3.0.0)"]
+pandas = ["db-dtypes (>=1.0.4,<2.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "pandas (>=1.3.0)", "pandas-gbq (>=0.26.1)", "pyarrow (>=3.0.0)"]
 tqdm = ["tqdm (>=4.23.4,<5.0.0)"]
 
 [[package]]
@@ -1562,6 +1663,8 @@ version = "2.4.3"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_cloud_core-2.4.3-py2.py3-none-any.whl", hash = "sha256:5130f9f4c14b4fafdff75c79448f9495cfade0d8775facf1b09c3bf67e027f6e"},
     {file = "google_cloud_core-2.4.3.tar.gz", hash = "sha256:1fab62d7102844b278fe6dead3af32408b1df3eb06f5c7e8634cbd40edc4da53"},
@@ -1580,6 +1683,8 @@ version = "1.14.2"
 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-1.14.2-py3-none-any.whl", hash = "sha256:d0fa954dedd1d2b8e13feae9099c01b8aac515b648e612834f9942d2795a9900"},
     {file = "google_cloud_resource_manager-1.14.2.tar.gz", hash = "sha256:962e2d904c550d7bac48372607904ff7bb3277e3bb4a36d80cc9a37e28e6eb74"},
@@ -1590,7 +1695,7 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 grpc-google-iam-v1 = ">=0.14.0,<1.0.0"
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.22.3,<2.0.0"},
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
@@ -1601,6 +1706,8 @@ 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"},
@@ -1624,6 +1731,8 @@ version = "1.7.1"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:b07d48faf8292b4db7c3d64ab86f950c2e94e93a11fd47271c28ba458e4a0d76"},
     {file = "google_crc32c-1.7.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:7cc81b3a2fbd932a4313eb53cc7d9dde424088ca3a0337160f35d91826880c1d"},
@@ -1670,6 +1779,8 @@ version = "1.20.0"
 description = "GenAI Python SDK"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_genai-1.20.0-py3-none-any.whl", hash = "sha256:ccd61d6ebcb14f5c778b817b8010e3955ae4f6ddfeaabf65f42f6d5e3e5a8125"},
     {file = "google_genai-1.20.0.tar.gz", hash = "sha256:dccca78f765233844b1bd4f1f7a2237d9a76fe6038cf9aa72c0cd991e3c107b5"},
@@ -1693,6 +1804,8 @@ version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
     {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
@@ -1711,6 +1824,8 @@ version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"},
     {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"},
@@ -1729,6 +1844,8 @@ version = "3.2.3"
 description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and extra == \"experimental\""
 files = [
     {file = "greenlet-3.2.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:1afd685acd5597349ee6d7a88a8bec83ce13c106ac78c196ee9dde7c04fe87be"},
     {file = "greenlet-3.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:761917cac215c61e9dc7324b2606107b3b292a8349bdebb31503ab4de3f559ac"},
@@ -1796,6 +1913,8 @@ version = "1.7.3"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "griffe-1.7.3-py3-none-any.whl", hash = "sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75"},
     {file = "griffe-1.7.3.tar.gz", hash = "sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b"},
@@ -1810,6 +1929,8 @@ version = "0.14.2"
 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "grpc_google_iam_v1-0.14.2-py3-none-any.whl", hash = "sha256:a3171468459770907926d56a440b2bb643eec1d7ba215f48f3ecece42b4d8351"},
     {file = "grpc_google_iam_v1-0.14.2.tar.gz", hash = "sha256:b3e1fc387a1a329e41672197d0ace9de22c78dd7d215048c4c78712073f7bd20"},
@@ -1826,6 +1947,8 @@ version = "1.73.1"
 description = "HTTP/2-based RPC framework"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"weaviate\" or extra == \"qdrant\""
 files = [
     {file = "grpcio-1.73.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:2d70f4ddd0a823436c2624640570ed6097e40935c9194482475fe8e3d9754d55"},
     {file = "grpcio-1.73.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:3841a8a5a66830261ab6a3c2a3dc539ed84e4ab019165f77b3eeb9f0ba621f26"},
@@ -1889,6 +2012,8 @@ version = "1.73.1"
 description = "Standard Health Checking Service for gRPC"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "grpcio_health_checking-1.73.1-py3-none-any.whl", hash = "sha256:d5fa49c3a2d67d7622690ddf6677a429264f35d1b2ef80bf58e3ffe88a1154c0"},
     {file = "grpcio_health_checking-1.73.1.tar.gz", hash = "sha256:352753713edeba3f23ea8a3320c5752bee186002d9475a654f5f815ff4e06345"},
@@ -1904,6 +2029,8 @@ version = "1.73.1"
 description = "Status proto mapping for gRPC"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "grpcio_status-1.73.1-py3-none-any.whl", hash = "sha256:538595c32a6c819c32b46a621a51e9ae4ffcd7e7e1bce35f728ef3447e9809b6"},
     {file = "grpcio_status-1.73.1.tar.gz", hash = "sha256:928f49ccf9688db5f20cd9e45c4578a1d01ccca29aeaabf066f2ac76aa886668"},
@@ -1920,6 +2047,8 @@ version = "1.73.1"
 description = "Protobuf code generator for gRPC"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "grpcio_tools-1.73.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:0731b21a7f3988a9f8c244ffe3940a0579e5b5f2a99d08448459e0b49350d47a"},
     {file = "grpcio_tools-1.73.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:15e47b19b70ce6100e9843570e16b0561045c37b5e9d390f1cb54292c99b51b6"},
@@ -1985,10 +2114,12 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\""}
 
 [[package]]
 name = "h2"
@@ -1996,6 +2127,8 @@ version = "4.2.0"
 description = "Pure-Python HTTP/2 protocol implementation"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "h2-4.2.0-py3-none-any.whl", hash = "sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0"},
     {file = "h2-4.2.0.tar.gz", hash = "sha256:c8a52129695e88b1a0578d8d2cc6842bbd79128ac685463b887ee278126ad01f"},
@@ -2011,6 +2144,7 @@ version = "1.1.5"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "hf_xet-1.1.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f52c2fa3635b8c37c7764d8796dfa72706cc4eded19d638331161e82b0792e23"},
     {file = "hf_xet-1.1.5-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:9fa6e3ee5d61912c4a113e0708eaaef987047616465ac7aa30f7121a48fc1af8"},
@@ -2021,6 +2155,7 @@ files = [
     {file = "hf_xet-1.1.5-cp37-abi3-win_amd64.whl", hash = "sha256:73e167d9807d166596b4b2f0b585c6d5bd84a26dea32843665a8b58f6edba245"},
     {file = "hf_xet-1.1.5.tar.gz", hash = "sha256:69ebbcfd9ec44fdc2af73441619eeb06b94ee34511bbcf57cd423820090f5694"},
 ]
+markers = {main = "(platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\") and (extra == \"cohere\" or extra == \"sentence-transformers\")", dev = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 
 [package.extras]
 tests = ["pytest"]
@@ -2031,6 +2166,8 @@ version = "4.1.0"
 description = "Pure-Python HPACK header encoding"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"},
     {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"},
@@ -2042,6 +2179,7 @@ version = "1.1"
 description = "HTML parser based on the WHATWG HTML specification"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
     {file = "html5lib-1.1-py2.py3-none-any.whl", hash = "sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d"},
     {file = "html5lib-1.1.tar.gz", hash = "sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f"},
@@ -2052,10 +2190,10 @@ six = ">=1.9"
 webencodings = "*"
 
 [package.extras]
-all = ["chardet (>=2.2)", "genshi", "lxml"]
+all = ["chardet (>=2.2)", "genshi", "lxml ; platform_python_implementation == \"CPython\""]
 chardet = ["chardet (>=2.2)"]
 genshi = ["genshi"]
-lxml = ["lxml"]
+lxml = ["lxml ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "httpcore"
@@ -2063,10 +2201,12 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\""}
 
 [package.dependencies]
 certifi = "*"
@@ -2084,10 +2224,12 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\""}
 
 [package.dependencies]
 anyio = "*"
@@ -2097,7 +2239,7 @@ httpcore = "==1.*"
 idna = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -2109,6 +2251,8 @@ 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"},
@@ -2120,10 +2264,12 @@ version = "0.33.4"
 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", "dev"]
 files = [
     {file = "huggingface_hub-0.33.4-py3-none-any.whl", hash = "sha256:09f9f4e7ca62547c70f8b82767eefadd2667f4e116acba2e3e62a5a81815a7bb"},
     {file = "huggingface_hub-0.33.4.tar.gz", hash = "sha256:6af13478deae120e765bfd92adad0ae1aec1ad8c439b46f23058ad5956cbca0a"},
 ]
+markers = {main = "extra == \"cohere\" or extra == \"sentence-transformers\""}
 
 [package.dependencies]
 filelock = "*"
@@ -2136,16 +2282,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "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)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "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", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "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)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "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)"]
 hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
 mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
-quality = ["libcst (==1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "ruff (>=0.9.0)"]
+quality = ["libcst (==1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "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)"]
@@ -2158,6 +2304,8 @@ version = "6.1.0"
 description = "Pure-Python HTTP/2 framing"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
     {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
@@ -2169,6 +2317,7 @@ version = "2.6.12"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"},
     {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"},
@@ -2183,10 +2332,12 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
@@ -2197,6 +2348,7 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -2208,6 +2360,8 @@ version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
     {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
     {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
@@ -2217,12 +2371,12 @@ files = [
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 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) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -2231,6 +2385,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2242,6 +2397,7 @@ version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
     {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
@@ -2279,6 +2435,7 @@ version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "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"},
@@ -2298,10 +2455,12 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -2315,6 +2474,7 @@ version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"},
     {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"},
@@ -2394,6 +2554,7 @@ files = [
     {file = "jiter-0.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:1b28302349dc65703a9e4ead16f163b1c339efffbe1049c30a44b001a2a4fff9"},
     {file = "jiter-0.10.0.tar.gz", hash = "sha256:07a7142c38aacc85194391108dc91b5b57093c978a9932bd86a36862759d9500"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"openai\" or extra == \"anthropic\""}
 
 [[package]]
 name = "joblib"
@@ -2401,10 +2562,12 @@ version = "1.5.1"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"},
     {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\""}
 
 [[package]]
 name = "json-repair"
@@ -2412,6 +2575,7 @@ version = "0.44.1"
 description = "A package to repair broken json strings"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "json_repair-0.44.1-py3-none-any.whl", hash = "sha256:51d82532c3b8263782a301eb7904c75dce5fee8c0d1aba490287fc0ab779ac50"},
     {file = "json_repair-0.44.1.tar.gz", hash = "sha256:1130eb9733b868dac1340b43cb2effebb519ae6d52dd2d0728c6cca517f1e0b4"},
@@ -2423,10 +2587,12 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+groups = ["main", "dev"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 jsonpointer = ">=1.9"
@@ -2437,10 +2603,12 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = true
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [[package]]
 name = "langchain-core"
@@ -2448,10 +2616,12 @@ version = "0.3.68"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
     {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
@@ -2468,6 +2638,7 @@ version = "0.1.2"
 description = "An integration package connecting Hugging Face and LangChain"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["dev"]
 files = [
     {file = "langchain_huggingface-0.1.2-py3-none-any.whl", hash = "sha256:7de5cfcae32bfb6a99c084fc16176f02583a4f8d94febb6bb45bed5b34699174"},
     {file = "langchain_huggingface-0.1.2.tar.gz", hash = "sha256:4a66d5c449298fd353bd84c9ed01f9bf4303bf2e4ffce14aab8c55c584eee57c"},
@@ -2486,6 +2657,7 @@ version = "0.2.14"
 description = "An integration package connecting OpenAI and LangChain"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["dev"]
 files = [
     {file = "langchain_openai-0.2.14-py3-none-any.whl", hash = "sha256:d232496662f79ece9a11caf7d798ba863e559c771bc366814f7688e0fe664fe8"},
     {file = "langchain_openai-0.2.14.tar.gz", hash = "sha256:7a514f309e356b182a337c0ed36ab3fbe34d9834a235a3b85cb7f91ae775d978"},
@@ -2502,6 +2674,8 @@ version = "0.3.8"
 description = "LangChain text splitting utilities"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "langchain_text_splitters-0.3.8-py3-none-any.whl", hash = "sha256:e75cc0f4ae58dcf07d9f18776400cf8ade27fadd4ff6d264df6278bb302f6f02"},
     {file = "langchain_text_splitters-0.3.8.tar.gz", hash = "sha256:116d4b9f2a22dda357d0b79e30acf005c5518177971c66a9f1ab0edfdb0f912e"},
@@ -2516,6 +2690,8 @@ version = "3.5.0"
 description = "Tools for labeling human languages with IETF language tags"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "langcodes-3.5.0-py3-none-any.whl", hash = "sha256:853c69d1a35e0e13da2f427bb68fb2fa4a8f4fb899e0c62ad8df8d073dcfed33"},
     {file = "langcodes-3.5.0.tar.gz", hash = "sha256:1eef8168d07e51e131a2497ffecad4b663f6208e7c3ae3b8dc15c51734a6f801"},
@@ -2534,10 +2710,12 @@ version = "0.4.5"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "langsmith-0.4.5-py3-none-any.whl", hash = "sha256:4167717a2cccc4dff5809dbddc439628e836f6fd13d4fdb31ea013bc8d5cfaf5"},
     {file = "langsmith-0.4.5.tar.gz", hash = "sha256:49444bd8ccd4e46402f1b9ff1d686fa8e3a31b175e7085e72175ab8ec6164a34"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
@@ -2560,6 +2738,8 @@ version = "1.3.0"
 description = "Supplementary data about languages used by the langcodes module"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "language_data-1.3.0-py3-none-any.whl", hash = "sha256:e2ee943551b5ae5f89cd0e801d1fc3835bb0ef5b7e9c3a4e8e17b2b214548fbf"},
     {file = "language_data-1.3.0.tar.gz", hash = "sha256:7600ef8aa39555145d06c89f0c324bf7dab834ea0b0a439d8243762e3ebad7ec"},
@@ -2578,6 +2758,8 @@ version = "0.1.33"
 description = ""
 optional = true
 python-versions = "<4,>=3.8"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_cloud-0.1.33-py3-none-any.whl", hash = "sha256:35b7d4a30b013f0a343f7e09126b531c697d65bffd4eb4d2d79bf7d65f256178"},
     {file = "llama_cloud-0.1.33.tar.gz", hash = "sha256:a0bb900d5a6e86f8c767b48686c5253679ad7ca1b57612dc39b0767e57ad3d78"},
@@ -2594,6 +2776,8 @@ version = "0.6.46"
 description = "Tailored SDK clients for LlamaCloud services."
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_cloud_services-0.6.46-py3-none-any.whl", hash = "sha256:2cdf4de19cfb5548e9d0155f1bc203affca4e26ac0201f8d09d18315b1350479"},
     {file = "llama_cloud_services-0.6.46.tar.gz", hash = "sha256:cf50c5cfd481982fd548f600adfcc666f3939b6f04718775d853a4e4efebb750"},
@@ -2615,6 +2799,8 @@ version = "0.12.49"
 description = "Interface between LLMs and your data"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index-0.12.49-py3-none-any.whl", hash = "sha256:73ed63c8888d1917775188904a809129533a714be0edf86808238bf4db10e1bb"},
     {file = "llama_index-0.12.49.tar.gz", hash = "sha256:acf28a20723cced2d50e9fab6c16baead4c1da56f9392a212327a1ef52398940"},
@@ -2640,6 +2826,8 @@ version = "0.4.12"
 description = "llama-index agent openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_agent_openai-0.4.12-py3-none-any.whl", hash = "sha256:6dbb6276b2e5330032a726b28d5eef5140825f36d72d472b231f08ad3af99665"},
     {file = "llama_index_agent_openai-0.4.12.tar.gz", hash = "sha256:d2fe53feb69cfe45752edb7328bf0d25f6a9071b3c056787e661b93e5b748a28"},
@@ -2656,6 +2844,8 @@ version = "0.4.4"
 description = "llama-index cli"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_cli-0.4.4-py3-none-any.whl", hash = "sha256:1070593cf79407054735ab7a23c5a65a26fc18d264661e42ef38fc549b4b7658"},
     {file = "llama_index_cli-0.4.4.tar.gz", hash = "sha256:c3af0cf1e2a7e5ef44d0bae5aa8e8872b54c5dd6b731afbae9f13ffeb4997be0"},
@@ -2672,6 +2862,8 @@ version = "0.12.49"
 description = "Interface between LLMs and your data"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_core-0.12.49-py3-none-any.whl", hash = "sha256:d4b5dd20d21afe49b4ccd94130a38c3f3b153d0a4e7b1acfddd6e27df58803ab"},
     {file = "llama_index_core-0.12.49.tar.gz", hash = "sha256:5e97be929407dfdcd6250cf2e71612b3020dd2519c37e530c669761ab8ed5cbf"},
@@ -2712,6 +2904,8 @@ version = "0.3.1"
 description = "llama-index embeddings openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_embeddings_openai-0.3.1-py3-none-any.whl", hash = "sha256:f15a3d13da9b6b21b8bd51d337197879a453d1605e625a1c6d45e741756c0290"},
     {file = "llama_index_embeddings_openai-0.3.1.tar.gz", hash = "sha256:1368aad3ce24cbaed23d5ad251343cef1eb7b4a06d6563d6606d59cb347fef20"},
@@ -2727,6 +2921,8 @@ version = "0.6.11"
 description = "llama-index indices llama-cloud integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_indices_managed_llama_cloud-0.6.11-py3-none-any.whl", hash = "sha256:64e82e2ac178cd3721b76c0817edd57e05a3bd877c412b4148d3abbdeea62d59"},
     {file = "llama_index_indices_managed_llama_cloud-0.6.11.tar.gz", hash = "sha256:925532f760cd2ebb2594828da311adac3d54cd2cae3dff2908491eebb2b8bd0f"},
@@ -2742,6 +2938,8 @@ version = "0.2.0"
 description = "Add your description here"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_instrumentation-0.2.0-py3-none-any.whl", hash = "sha256:1055ae7a3d19666671a8f1a62d08c90472552d9fcec7e84e6919b2acc92af605"},
     {file = "llama_index_instrumentation-0.2.0.tar.gz", hash = "sha256:ae8333522487e22a33732924a9a08dfb456f54993c5c97d8340db3c620b76f13"},
@@ -2757,6 +2955,8 @@ version = "0.4.7"
 description = "llama-index llms openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_llms_openai-0.4.7-py3-none-any.whl", hash = "sha256:3b8d9d3c1bcadc2cff09724de70f074f43eafd5b7048a91247c9a41b7cd6216d"},
     {file = "llama_index_llms_openai-0.4.7.tar.gz", hash = "sha256:564af8ab39fb3f3adfeae73a59c0dca46c099ab844a28e725eee0c551d4869f8"},
@@ -2772,6 +2972,8 @@ version = "0.5.3"
 description = "llama-index multi-modal-llms openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_multi_modal_llms_openai-0.5.3-py3-none-any.whl", hash = "sha256:be6237df8f9caaa257f9beda5317287bbd2ec19473d777a30a34e41a7c5bddf8"},
     {file = "llama_index_multi_modal_llms_openai-0.5.3.tar.gz", hash = "sha256:b755a8b47d8d2f34b5a3d249af81d9bfb69d3d2cf9ab539d3a42f7bfa3e2391a"},
@@ -2787,6 +2989,8 @@ version = "0.3.2"
 description = "llama-index program openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_program_openai-0.3.2-py3-none-any.whl", hash = "sha256:451829ae53e074e7b47dcc60a9dd155fcf9d1dcbc1754074bdadd6aab4ceb9aa"},
     {file = "llama_index_program_openai-0.3.2.tar.gz", hash = "sha256:04c959a2e616489894bd2eeebb99500d6f1c17d588c3da0ddc75ebd3eb7451ee"},
@@ -2803,6 +3007,8 @@ version = "0.3.1"
 description = "llama-index question_gen openai integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_question_gen_openai-0.3.1-py3-none-any.whl", hash = "sha256:1ce266f6c8373fc8d884ff83a44dfbacecde2301785db7144872db51b8b99429"},
     {file = "llama_index_question_gen_openai-0.3.1.tar.gz", hash = "sha256:5e9311b433cc2581ff8a531fa19fb3aa21815baff75aaacdef11760ac9522aa9"},
@@ -2819,6 +3025,8 @@ version = "0.4.11"
 description = "llama-index readers file integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_readers_file-0.4.11-py3-none-any.whl", hash = "sha256:e71192d8d6d0bf95131762da15fa205cf6e0cc248c90c76ee04d0fbfe160d464"},
     {file = "llama_index_readers_file-0.4.11.tar.gz", hash = "sha256:1b21cb66d78dd5f60e8716607d9a47ccd81bb39106d459665be1ca7799e9597b"},
@@ -2841,6 +3049,8 @@ version = "0.4.0"
 description = "llama-index readers llama-parse integration"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_readers_llama_parse-0.4.0-py3-none-any.whl", hash = "sha256:574e48386f28d2c86c3f961ca4a4906910312f3400dd0c53014465bfbc6b32bf"},
     {file = "llama_index_readers_llama_parse-0.4.0.tar.gz", hash = "sha256:e99ec56f4f8546d7fda1a7c1ae26162fb9acb7ebcac343b5abdb4234b4644e0f"},
@@ -2856,13 +3066,15 @@ version = "1.1.0"
 description = "An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_index_workflows-1.1.0-py3-none-any.whl", hash = "sha256:992fd5b012f56725853a4eed2219a66e19fcc7a6db85dc51afcc1bd2a5dd6db1"},
     {file = "llama_index_workflows-1.1.0.tar.gz", hash = "sha256:ff001d362100bfc2a3353cc5f2528a0adb52245e632191a86b4bddacde72b6af"},
 ]
 
 [package.dependencies]
-eval-type-backport = {version = ">=0.2.2", markers = "python_full_version < \"3.10\""}
+eval-type-backport = {version = ">=0.2.2", markers = "python_full_version < \"3.10.0\""}
 llama-index-instrumentation = ">=0.1.0"
 pydantic = ">=2.11.5"
 
@@ -2872,6 +3084,8 @@ version = "0.6.46"
 description = "Parse files into RAG-Optimized formats."
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "llama_parse-0.6.46-py3-none-any.whl", hash = "sha256:8147043a33b791355a54675be8d1a23caca335cd980256720e020d9884af0228"},
     {file = "llama_parse-0.6.46.tar.gz", hash = "sha256:60543ff7412cfbd2703522e59adb8913eda966be7e91e395bf114d6354f4e5ef"},
@@ -2886,6 +3100,8 @@ version = "1.2.1"
 description = "Static memory-efficient and fast Trie-like structures for Python."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "marisa_trie-1.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2eb41d2f9114d8b7bd66772c237111e00d2bae2260824560eaa0a1e291ce9e8"},
     {file = "marisa_trie-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9e956e6a46f604b17d570901e66f5214fb6f658c21e5e7665deace236793cef6"},
@@ -2977,6 +3193,8 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -3001,6 +3219,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 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"},
@@ -3064,6 +3283,7 @@ files = [
     {file = "MarkupSafe-3.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a"},
     {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [[package]]
 name = "marshmallow"
@@ -3071,6 +3291,8 @@ version = "3.26.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"},
     {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"},
@@ -3090,6 +3312,7 @@ version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "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"},
@@ -3104,6 +3327,8 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -3115,6 +3340,8 @@ version = "1.9.2"
 description = "Python Client SDK for the Mistral AI API."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"mistralai\""
 files = [
     {file = "mistralai-1.9.2-py3-none-any.whl", hash = "sha256:7c3fff00e50227d379dea82052455c2610612a8ef476fa97393191aeeb7ab15f"},
     {file = "mistralai-1.9.2.tar.gz", hash = "sha256:c0c6d5aff18ffccbc0d22c06fbc84280d71eeaeb08fa4e1ef7326b36629cfb0b"},
@@ -3128,7 +3355,7 @@ python-dateutil = ">=2.8.2"
 typing-inspection = ">=0.4.0"
 
 [package.extras]
-agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0)"]
+agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0) ; python_version >= \"3.10\""]
 gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"]
 
 [[package]]
@@ -3137,6 +3364,7 @@ version = "10.7.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "more_itertools-10.7.0-py3-none-any.whl", hash = "sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e"},
     {file = "more_itertools-10.7.0.tar.gz", hash = "sha256:9fddd5403be01a94b204faadcff459ec3568cf110265d3c54323e1e866ad29d3"},
@@ -3148,15 +3376,17 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = true
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.extras]
 develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
 docs = ["sphinx"]
-gmpy = ["gmpy2 (>=2.1.0a4)"]
+gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""]
 tests = ["pytest (>=4.6)"]
 
 [[package]]
@@ -3165,6 +3395,7 @@ version = "1.1.1"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "msgpack-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:353b6fc0c36fde68b661a12949d7d49f8f51ff5fa019c1e47c87c4ff34b080ed"},
     {file = "msgpack-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:79c408fcf76a958491b4e3b103d1c417044544b68e96d06432a189b43d1215c8"},
@@ -3233,6 +3464,8 @@ version = "6.6.3"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2be5b7b35271f7fff1397204ba6708365e3d773579fe2a30625e16c4b4ce817"},
     {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12f4581d2930840295c461764b9a65732ec01250b46c6b2c510d7ee68872b140"},
@@ -3355,6 +3588,8 @@ version = "1.0.13"
 description = "Cython bindings for MurmurHash"
 optional = true
 python-versions = "<3.14,>=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "murmurhash-1.0.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:136c7017e7d59ef16f065c2285bf5d30557ad8260adf47714c3c2802725e3e07"},
     {file = "murmurhash-1.0.13-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d0292f6fcd99361157fafad5c86d508f367931b7699cce1e14747364596950cb"},
@@ -3400,6 +3635,7 @@ version = "1.17.0"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "mypy-1.17.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f8e08de6138043108b3b18f09d3f817a4783912e48828ab397ecf183135d84d6"},
     {file = "mypy-1.17.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ce4a17920ec144647d448fc43725b5873548b1aae6c603225626747ededf582d"},
@@ -3454,10 +3690,12 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [[package]]
 name = "natsort"
@@ -3465,6 +3703,7 @@ version = "8.4.0"
 description = "Simple yet flexible natural sorting in Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "natsort-8.4.0-py3-none-any.whl", hash = "sha256:4732914fb471f56b5cce04d7bae6f164a592c7712e1c85f9ef585e197299521c"},
     {file = "natsort-8.4.0.tar.gz", hash = "sha256:45312c4a0e5507593da193dedd04abb1469253b601ecaf63445ad80f0a1ea581"},
@@ -3480,6 +3719,7 @@ version = "5.28.1"
 description = "Neo4j Bolt driver for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "neo4j-5.28.1-py3-none-any.whl", hash = "sha256:6755ef9e5f4e14b403aef1138fb6315b120631a0075c138b5ddb2a06b87b09fd"},
     {file = "neo4j-5.28.1.tar.gz", hash = "sha256:ae8e37a1d895099062c75bc359b2cce62099baac7be768d0eba7180c1298e214"},
@@ -3499,6 +3739,7 @@ version = "0.2.6"
 description = "A simple graph visualization tool"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "neo4j_viz-0.2.6-py3-none-any.whl", hash = "sha256:4adc32254d611b53cac29017e32e273320b1f9b7194d98e20db1beb80ac8a871"},
     {file = "neo4j_viz-0.2.6.tar.gz", hash = "sha256:38ab21b09b9eff8e955bb38bd8253418da35253223c47765dd69e959be2578b2"},
@@ -3524,6 +3765,8 @@ version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"experimental\""
 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"},
@@ -3535,10 +3778,12 @@ version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
     {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\""}
 
 [package.extras]
 default = ["matplotlib (>=3.5)", "numpy (>=1.22)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
@@ -3553,6 +3798,8 @@ version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
     {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -3578,6 +3825,7 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -3589,6 +3837,8 @@ version = "2.0.2"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -3643,6 +3893,8 @@ version = "2.3.1"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.11\""
 files = [
     {file = "numpy-2.3.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6ea9e48336a402551f52cd8f593343699003d2353daa4b72ce8d34f66b722070"},
     {file = "numpy-2.3.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5ccb7336eaf0e77c1635b232c141846493a588ec9ea777a7c24d7166bb8533ae"},
@@ -3703,11 +3955,13 @@ version = "12.6.4.1"
 description = "CUBLAS native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:08ed2686e9875d01b58e3cb379c6896df8e76c75e0d4a7f7dace3d7b6d9ef8eb"},
     {file = "nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:235f728d6e2a409eddf1df58d5b0921cf80cfa9e72b9f2775ccb7b4a87984668"},
     {file = "nvidia_cublas_cu12-12.6.4.1-py3-none-win_amd64.whl", hash = "sha256:9e4fa264f4d8a4eb0cdbd34beadc029f453b3bafae02401e999cf3d5a5af75f8"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-cuda-cupti-cu12"
@@ -3715,6 +3969,7 @@ version = "12.6.80"
 description = "CUDA profiling tools runtime libs."
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:166ee35a3ff1587f2490364f90eeeb8da06cd867bd5b701bf7f9a02b78bc63fc"},
     {file = "nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_aarch64.whl", hash = "sha256:358b4a1d35370353d52e12f0a7d1769fc01ff74a191689d3870b2123156184c4"},
@@ -3722,6 +3977,7 @@ files = [
     {file = "nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73"},
     {file = "nvidia_cuda_cupti_cu12-12.6.80-py3-none-win_amd64.whl", hash = "sha256:bbe6ae76e83ce5251b56e8c8e61a964f757175682bbad058b170b136266ab00a"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-cuda-nvrtc-cu12"
@@ -3729,11 +3985,13 @@ version = "12.6.77"
 description = "NVRTC native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:5847f1d6e5b757f1d2b3991a01082a44aad6f10ab3c5c0213fa3e25bddc25a13"},
     {file = "nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:35b0cc6ee3a9636d5409133e79273ce1f3fd087abb0532d2d2e8fff1fe9efc53"},
     {file = "nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:f7007dbd914c56bd80ea31bc43e8e149da38f68158f423ba845fc3292684e45a"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-cuda-runtime-cu12"
@@ -3741,6 +3999,7 @@ version = "12.6.77"
 description = "CUDA Runtime native Libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6116fad3e049e04791c0256a9778c16237837c08b27ed8c8401e2e45de8d60cd"},
     {file = "nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:d461264ecb429c84c8879a7153499ddc7b19b5f8d84c204307491989a365588e"},
@@ -3748,6 +4007,7 @@ files = [
     {file = "nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8"},
     {file = "nvidia_cuda_runtime_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:86c58044c824bf3c173c49a2dbc7a6c8b53cb4e4dca50068be0bf64e9dab3f7f"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-cudnn-cu12"
@@ -3755,11 +4015,13 @@ version = "9.5.1.17"
 description = "cuDNN runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:9fd4584468533c61873e5fda8ca41bac3a38bcb2d12350830c69b0a96a7e4def"},
     {file = "nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:30ac3869f6db17d170e0e556dd6cc5eee02647abc31ca856634d5a40f82c15b2"},
     {file = "nvidia_cudnn_cu12-9.5.1.17-py3-none-win_amd64.whl", hash = "sha256:d7af0f8a4f3b4b9dbb3122f2ef553b45694ed9c384d5a75bab197b8eefb79ab8"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [package.dependencies]
 nvidia-cublas-cu12 = "*"
@@ -3770,6 +4032,7 @@ version = "11.3.0.4"
 description = "CUFFT native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d16079550df460376455cba121db6564089176d9bac9e4f360493ca4741b22a6"},
     {file = "nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_aarch64.whl", hash = "sha256:8510990de9f96c803a051822618d42bf6cb8f069ff3f48d93a8486efdacb48fb"},
@@ -3777,6 +4040,7 @@ files = [
     {file = "nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.whl", hash = "sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca"},
     {file = "nvidia_cufft_cu12-11.3.0.4-py3-none-win_amd64.whl", hash = "sha256:6048ebddfb90d09d2707efb1fd78d4e3a77cb3ae4dc60e19aab6be0ece2ae464"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [package.dependencies]
 nvidia-nvjitlink-cu12 = "*"
@@ -3787,10 +4051,12 @@ version = "1.11.1.6"
 description = "cuFile GPUDirect libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc23469d1c7e52ce6c1d55253273d32c565dd22068647f3aa59b3c6b005bf159"},
     {file = "nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:8f57a0051dcf2543f6dc2b98a98cb2719c37d3cee1baba8965d57f3bbc90d4db"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-curand-cu12"
@@ -3798,6 +4064,7 @@ version = "10.3.7.77"
 description = "CURAND native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:6e82df077060ea28e37f48a3ec442a8f47690c7499bff392a5938614b56c98d8"},
     {file = "nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf"},
@@ -3805,6 +4072,7 @@ files = [
     {file = "nvidia_curand_cu12-10.3.7.77-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:7b2ed8e95595c3591d984ea3603dd66fe6ce6812b886d59049988a712ed06b6e"},
     {file = "nvidia_curand_cu12-10.3.7.77-py3-none-win_amd64.whl", hash = "sha256:6d6d935ffba0f3d439b7cd968192ff068fafd9018dbf1b85b37261b13cfc9905"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-cusolver-cu12"
@@ -3812,6 +4080,7 @@ version = "11.7.1.2"
 description = "CUDA solver native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0ce237ef60acde1efc457335a2ddadfd7610b892d94efee7b776c64bb1cac9e0"},
     {file = "nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c"},
@@ -3819,6 +4088,7 @@ files = [
     {file = "nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:dbbe4fc38ec1289c7e5230e16248365e375c3673c9c8bac5796e2e20db07f56e"},
     {file = "nvidia_cusolver_cu12-11.7.1.2-py3-none-win_amd64.whl", hash = "sha256:6813f9d8073f555444a8705f3ab0296d3e1cb37a16d694c5fc8b862a0d8706d7"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [package.dependencies]
 nvidia-cublas-cu12 = "*"
@@ -3831,6 +4101,7 @@ version = "12.5.4.2"
 description = "CUSPARSE native runtime libraries"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d25b62fb18751758fe3c93a4a08eff08effedfe4edf1c6bb5afd0890fe88f887"},
     {file = "nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7aa32fa5470cf754f72d1116c7cbc300b4e638d3ae5304cfa4a638a5b87161b1"},
@@ -3838,6 +4109,7 @@ files = [
     {file = "nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f"},
     {file = "nvidia_cusparse_cu12-12.5.4.2-py3-none-win_amd64.whl", hash = "sha256:4acb8c08855a26d737398cba8fb6f8f5045d93f82612b4cfd84645a2332ccf20"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [package.dependencies]
 nvidia-nvjitlink-cu12 = "*"
@@ -3848,11 +4120,13 @@ version = "0.6.3"
 description = "NVIDIA cuSPARSELt"
 optional = true
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_aarch64.whl", hash = "sha256:8371549623ba601a06322af2133c4a44350575f5a3108fb75f3ef20b822ad5f1"},
     {file = "nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:e5c8a26c36445dd2e6812f1177978a24e2d37cacce7e090f297a688d1ec44f46"},
     {file = "nvidia_cusparselt_cu12-0.6.3-py3-none-win_amd64.whl", hash = "sha256:3b325bcbd9b754ba43df5a311488fca11a6b5dc3d11df4d190c000cf1a0765c7"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-nccl-cu12"
@@ -3860,10 +4134,12 @@ version = "2.26.2"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5c196e95e832ad30fbbb50381eb3cbd1fadd5675e587a548563993609af19522"},
     {file = "nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:694cf3879a206553cc9d7dbda76b13efaf610fdb70a50cba303de1b0d1530ac6"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-nvjitlink-cu12"
@@ -3871,11 +4147,13 @@ version = "12.6.85"
 description = "Nvidia JIT LTO Library"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a"},
     {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41"},
     {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-win_amd64.whl", hash = "sha256:e61120e52ed675747825cdd16febc6a0730537451d867ee58bee3853b1b13d1c"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "nvidia-nvtx-cu12"
@@ -3883,6 +4161,7 @@ version = "12.6.77"
 description = "NVIDIA Tools Extension"
 optional = true
 python-versions = ">=3"
+groups = ["main", "dev"]
 files = [
     {file = "nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f44f8d86bb7d5629988d61c8d3ae61dddb2015dee142740536bc7481b022fe4b"},
     {file = "nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:adcaabb9d436c9761fca2b13959a2d237c5f9fd406c8e4b723c695409ff88059"},
@@ -3890,6 +4169,7 @@ files = [
     {file = "nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1"},
     {file = "nvidia_nvtx_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:2fb11a4af04a5e6c84073e6404d26588a34afd35379f0855a99797897efa75c0"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [[package]]
 name = "ollama"
@@ -3897,6 +4177,8 @@ version = "0.4.9"
 description = "The official Python client for Ollama."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"ollama\""
 files = [
     {file = "ollama-0.4.9-py3-none-any.whl", hash = "sha256:18c8c85358c54d7f73d6a66cda495b0e3ba99fdb88f824ae470d740fbb211a50"},
     {file = "ollama-0.4.9.tar.gz", hash = "sha256:5266d4d29b5089a01489872b8e8f980f018bccbdd1082b3903448af1d5615ce7"},
@@ -3912,10 +4194,12 @@ version = "1.95.1"
 description = "The official Python library for the openai API"
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "openai-1.95.1-py3-none-any.whl", hash = "sha256:8bbdfeceef231b1ddfabbc232b179d79f8b849aab5a7da131178f8d10e0f162f"},
     {file = "openai-1.95.1.tar.gz", hash = "sha256:f089b605282e2a2b6776090b4b46563ac1da77f56402a222597d591e2dcc1086"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"openai\""}
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
@@ -3939,6 +4223,7 @@ version = "3.10.18"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "orjson-3.10.18-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a45e5d68066b408e4bc383b6e4ef05e717c65219a9e1390abc6155a520cac402"},
     {file = "orjson-3.10.18-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be3b9b143e8b9db05368b13b04c84d37544ec85bb97237b3a923f076265ec89c"},
@@ -4013,6 +4298,7 @@ files = [
     {file = "orjson-3.10.18-cp39-cp39-win_amd64.whl", hash = "sha256:fdd9d68f83f0bc4406610b1ac68bdcded8c5ee58605cc69e643a06f4d075f429"},
     {file = "orjson-3.10.18.tar.gz", hash = "sha256:e8da3947d92123eda795b68228cafe2724815621fe35e8e320a9e9593a4bcd53"},
 ]
+markers = {main = "platform_python_implementation != \"PyPy\" and extra == \"experimental\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "packaging"
@@ -4020,10 +4306,12 @@ 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"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [[package]]
 name = "pandas"
@@ -4031,6 +4319,8 @@ version = "2.2.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
     {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
@@ -4117,6 +4407,7 @@ version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "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"},
@@ -4132,6 +4423,7 @@ 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"},
@@ -4143,6 +4435,8 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["main", "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"},
@@ -4157,6 +4451,7 @@ version = "11.3.0"
 description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860"},
     {file = "pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad"},
@@ -4265,6 +4560,7 @@ files = [
     {file = "pillow-11.3.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8"},
     {file = "pillow-11.3.0.tar.gz", hash = "sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\""}
 
 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
@@ -4272,7 +4568,7 @@ fpx = ["olefile"]
 mic = ["olefile"]
 test-arrow = ["pyarrow"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -4281,6 +4577,8 @@ version = "4.1.2"
 description = "Pinecone client and SDK"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"pinecone\""
 files = [
     {file = "pinecone_client-4.1.2-py3-none-any.whl", hash = "sha256:3d69cbbca2d9d4f77c90bad59a1194e3d20d535b29f277eee32b439fd526546b"},
     {file = "pinecone_client-4.1.2.tar.gz", hash = "sha256:fa89c605792ec94de36d4c9585250b47b0b643407457053eca89008424be6281"},
@@ -4297,7 +4595,7 @@ urllib3 = [
 ]
 
 [package.extras]
-grpc = ["googleapis-common-protos (>=1.53.0)", "grpcio (>=1.44.0)", "grpcio (>=1.59.0)", "lz4 (>=3.1.3)", "protobuf (>=4.25,<5.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"]
+grpc = ["googleapis-common-protos (>=1.53.0)", "grpcio (>=1.44.0) ; python_version >= \"3.8\" and python_version < \"3.11\"", "grpcio (>=1.59.0) ; python_version >= \"3.11\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=4.25,<5.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"]
 
 [[package]]
 name = "pinecone-plugin-interface"
@@ -4305,6 +4603,8 @@ 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"},
@@ -4316,10 +4616,12 @@ version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
     {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -4332,6 +4634,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -4347,6 +4650,8 @@ 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"},
@@ -4366,6 +4671,7 @@ version = "3.8.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"},
     {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"},
@@ -4384,6 +4690,8 @@ version = "3.0.10"
 description = "Cython hash table that trusts the keys are pre-hashed"
 optional = true
 python-versions = "<3.14,>=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "preshed-3.0.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:14593c32e6705fda0fd54684293ca079530418bb1fb036dcbaa6c0ef0f144b7d"},
     {file = "preshed-3.0.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ba1960a3996678aded882260133853e19e3a251d9f35a19c9d7d830c4238c4eb"},
@@ -4433,6 +4741,7 @@ version = "3.0.51"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"},
     {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"},
@@ -4447,6 +4756,8 @@ version = "0.3.2"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -4554,6 +4865,8 @@ version = "1.26.1"
 description = "Beautiful, Pythonic protocol buffers"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
     {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
@@ -4571,6 +4884,8 @@ version = "6.31.1"
 description = ""
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version >= \"3.11\" or extra == \"weaviate\" or extra == \"google\" or extra == \"qdrant\") and (extra == \"google\" or extra == \"weaviate\" or extra == \"qdrant\")"
 files = [
     {file = "protobuf-6.31.1-cp310-abi3-win32.whl", hash = "sha256:7fa17d5a29c2e04b7d90e5e32388b8bfd0e7107cd8e616feef7ed3fa6bdab5c9"},
     {file = "protobuf-6.31.1-cp310-abi3-win_amd64.whl", hash = "sha256:426f59d2964864a1a366254fa703b8632dcec0790d8862d30034d8245e1cd447"},
@@ -4589,6 +4904,8 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["main", "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"},
@@ -4600,6 +4917,7 @@ version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
+groups = ["main", "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"},
@@ -4614,6 +4932,8 @@ 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"},
@@ -4625,6 +4945,8 @@ version = "0.4.2"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
     {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"},
@@ -4639,10 +4961,12 @@ version = "2.22"
 description = "C parser in Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
+markers = {main = "(extra == \"experimental\" or platform_python_implementation != \"PyPy\") and (platform_python_implementation == \"PyPy\" or extra == \"weaviate\") and (extra == \"experimental\" or extra == \"weaviate\")", dev = "platform_python_implementation == \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -4650,6 +4974,7 @@ version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
     {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
@@ -4663,7 +4988,7 @@ typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
@@ -4671,6 +4996,7 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"},
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"},
@@ -4782,6 +5108,7 @@ version = "2.10.5"
 description = "Extra Pydantic types."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic_extra_types-2.10.5-py3-none-any.whl", hash = "sha256:b60c4e23d573a69a4f1a16dd92888ecc0ef34fb0e655b4f305530377fa70e7a8"},
     {file = "pydantic_extra_types-2.10.5.tar.gz", hash = "sha256:1dcfa2c0cf741a422f088e0dbb4690e7bfadaaf050da3d6f80d6c3cf58a2bad8"},
@@ -4792,11 +5119,11 @@ pydantic = ">=2.5.2"
 typing-extensions = "*"
 
 [package.extras]
-all = ["pendulum (>=3.0.0,<4.0.0)", "phonenumbers (>=8,<10)", "pycountry (>=23)", "pymongo (>=4.0.0,<5.0.0)", "python-ulid (>=1,<2)", "python-ulid (>=1,<4)", "pytz (>=2024.1)", "semver (>=3.0.2)", "semver (>=3.0.2,<3.1.0)", "tzdata (>=2024.1)"]
+all = ["pendulum (>=3.0.0,<4.0.0)", "phonenumbers (>=8,<10)", "pycountry (>=23)", "pymongo (>=4.0.0,<5.0.0)", "python-ulid (>=1,<2) ; python_version < \"3.9\"", "python-ulid (>=1,<4) ; python_version >= \"3.9\"", "pytz (>=2024.1)", "semver (>=3.0.2)", "semver (>=3.0.2,<3.1.0)", "tzdata (>=2024.1)"]
 pendulum = ["pendulum (>=3.0.0,<4.0.0)"]
 phonenumbers = ["phonenumbers (>=8,<10)"]
 pycountry = ["pycountry (>=23)"]
-python-ulid = ["python-ulid (>=1,<2)", "python-ulid (>=1,<4)"]
+python-ulid = ["python-ulid (>=1,<2) ; python_version < \"3.9\"", "python-ulid (>=1,<4) ; python_version >= \"3.9\""]
 semver = ["semver (>=3.0.2)"]
 
 [[package]]
@@ -4805,6 +5132,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -4819,6 +5147,7 @@ version = "5.8.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pypdf-5.8.0-py3-none-any.whl", hash = "sha256:bfe861285cd2f79cceecefde2d46901e4ee992a9f4b42c56548c4a6e9236a0d1"},
     {file = "pypdf-5.8.0.tar.gz", hash = "sha256:f8332f80606913e6f0ce65488a870833c9d99ccdb988c17bb6c166f7c8e140cb"},
@@ -4841,6 +5170,7 @@ version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
     {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
@@ -4864,6 +5194,7 @@ version = "0.23.8"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "pytest_asyncio-0.23.8-py3-none-any.whl", hash = "sha256:50265d892689a5faefb84df80819d1ecef566eb3549cf915dfb33569359d1ce2"},
     {file = "pytest_asyncio-0.23.8.tar.gz", hash = "sha256:759b10b33a6dc61cce40a8bd5205e302978bbbcc00e279a8b61d9a6a3c82e4d3"},
@@ -4882,6 +5213,8 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
+markers = "extra == \"google\" or extra == \"mistralai\" or extra == \"experimental\""
 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"},
@@ -4896,6 +5229,8 @@ version = "1.1.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"},
     {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"},
@@ -4910,6 +5245,7 @@ version = "2025.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
     {file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@@ -4921,6 +5257,8 @@ version = "311"
 description = "Python for Window Extensions"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "platform_system == \"Windows\" and extra == \"qdrant\""
 files = [
     {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
     {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
@@ -4950,6 +5288,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 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"},
@@ -5012,6 +5351,8 @@ version = "1.14.3"
 description = "Client library for the Qdrant vector search engine"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"qdrant\""
 files = [
     {file = "qdrant_client-1.14.3-py3-none-any.whl", hash = "sha256:66faaeae00f9b5326946851fe4ca4ddb1ad226490712e2f05142266f68dfc04d"},
     {file = "qdrant_client-1.14.3.tar.gz", hash = "sha256:bb899e3e065b79c04f5e47053d59176150c0a5dabc09d7f476c8ce8e52f4d281"},
@@ -5041,6 +5382,8 @@ version = "3.13.0"
 description = "rapid fuzzy string matching"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"fuzzy-matching\""
 files = [
     {file = "rapidfuzz-3.13.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:aafc42a1dc5e1beeba52cd83baa41372228d6d8266f6d803c16dbabbcc156255"},
     {file = "rapidfuzz-3.13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:85c9a131a44a95f9cac2eb6e65531db014e09d89c4f18c7b1fa54979cb9ff1f3"},
@@ -5147,6 +5490,7 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 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"},
@@ -5243,6 +5587,7 @@ files = [
     {file = "regex-2024.11.6-cp39-cp39-win_amd64.whl", hash = "sha256:b2837718570f95dd41675328e111345f9b7095d821bac435aac173ac80b19983"},
     {file = "regex-2024.11.6.tar.gz", hash = "sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"sentence-transformers\""}
 
 [[package]]
 name = "requests"
@@ -5250,10 +5595,12 @@ version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
     {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"google\" or extra == \"cohere\" or extra == \"sentence-transformers\" or extra == \"nlp\""}
 
 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -5271,10 +5618,12 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main", "dev"]
 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"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
@@ -5285,6 +5634,8 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = true
 python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -5304,6 +5655,8 @@ version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = "<4,>=3.6"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
     {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
@@ -5318,6 +5671,7 @@ version = "0.18.14"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "ruamel.yaml-0.18.14-py3-none-any.whl", hash = "sha256:710ff198bb53da66718c7db27eec4fbcc9aa6ca7204e4c1df2f282b6fe5eb6b2"},
     {file = "ruamel.yaml-0.18.14.tar.gz", hash = "sha256:7227b76aaec364df15936730efbf7d72b30c0b79b1d578bbb8e3dcb2d81f52b7"},
@@ -5336,6 +5690,8 @@ version = "0.2.12"
 description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "platform_python_implementation == \"CPython\""
 files = [
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:11f891336688faf5156a36293a9c362bdc7c88f03a8a027c2c1d8e0bcde998e5"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
@@ -5391,6 +5747,7 @@ version = "0.3.7"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "ruff-0.3.7-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:0e8377cccb2f07abd25e84fc5b2cbe48eeb0fea9f1719cad7caedb061d70e5ce"},
     {file = "ruff-0.3.7-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:15a4d1cc1e64e556fa0d67bfd388fed416b7f3b26d5d1c3e7d192c897e39ba4b"},
@@ -5417,6 +5774,7 @@ version = "0.5.3"
 description = ""
 optional = true
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "safetensors-0.5.3-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bd20eb133db8ed15b40110b7c00c6df51655a2998132193de2f75f72d99c7073"},
     {file = "safetensors-0.5.3-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:21d01c14ff6c415c485616b8b0bf961c46b3b343ca59110d38d744e577f9cce7"},
@@ -5434,6 +5792,7 @@ files = [
     {file = "safetensors-0.5.3-cp38-abi3-win_amd64.whl", hash = "sha256:836cbbc320b47e80acd40e44c8682db0e8ad7123209f69b093def21ec7cafd11"},
     {file = "safetensors-0.5.3.tar.gz", hash = "sha256:b6b0d6ecacec39a4fdd99cc19f4576f5219ce858e6fd8dbe7609df0b8dc56965"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.extras]
 all = ["safetensors[jax]", "safetensors[numpy]", "safetensors[paddlepaddle]", "safetensors[pinned-tf]", "safetensors[quality]", "safetensors[testing]", "safetensors[torch]"]
@@ -5454,6 +5813,7 @@ version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d056391530ccd1e501056160e3c9673b4da4805eb67eb2bdf4e983e1f9c9204e"},
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:0c8d036eb937dbb568c6242fa598d551d88fb4399c0344d95c001980ec1c7d36"},
@@ -5486,6 +5846,7 @@ files = [
     {file = "scikit_learn-1.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:7a73d457070e3318e32bdb3aa79a8d990474f19035464dfd8bede2883ab5dc3b"},
     {file = "scikit_learn-1.6.1.tar.gz", hash = "sha256:b4fc2525eca2c69a59260f583c56a7557c6ccdf8deafdba6e060f94c1c59738e"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.dependencies]
 joblib = ">=1.2.0"
@@ -5508,6 +5869,8 @@ version = "1.13.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca"},
     {file = "scipy-1.13.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d605e9c23906d1994f55ace80e0125c587f96c020037ea6aa98d01b4bd2e222f"},
@@ -5550,6 +5913,8 @@ version = "1.16.0"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.11"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.11\""
 files = [
     {file = "scipy-1.16.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:deec06d831b8f6b5fb0b652433be6a09db29e996368ce5911faf673e78d20085"},
     {file = "scipy-1.16.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:d30c0fe579bb901c61ab4bb7f3eeb7281f0d4c4a7b52dbf563c89da4fd2949be"},
@@ -5596,7 +5961,7 @@ numpy = ">=1.25.2,<2.6"
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
 doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.19.1)", "jupytext", "linkify-it-py", "matplotlib (>=3.5)", "myst-nb (>=1.2.0)", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.2.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict (>=2.3.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+test = ["Cython", "array-api-strict (>=2.3.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "sentence-transformers"
@@ -5604,10 +5969,12 @@ version = "3.4.1"
 description = "State-of-the-Art Text Embeddings"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "sentence_transformers-3.4.1-py3-none-any.whl", hash = "sha256:e026dc6d56801fd83f74ad29a30263f401b4b522165c19386d8bc10dcca805da"},
     {file = "sentence_transformers-3.4.1.tar.gz", hash = "sha256:68daa57504ff548340e54ff117bd86c1d2f784b21e0fb2689cf3272b8937b24b"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.dependencies]
 huggingface-hub = ">=0.20.0"
@@ -5631,19 +5998,21 @@ version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
     {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
+markers = {main = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (extra == \"sentence-transformers\" or extra == \"weaviate\" or extra == \"experimental\" or extra == \"nlp\") or python_version >= \"3.12\" and (extra == \"sentence-transformers\" or extra == \"weaviate\" or extra == \"experimental\" or extra == \"nlp\") or extra == \"weaviate\" or extra == \"experimental\" or extra == \"nlp\"", dev = "platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\""}
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
-core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
+core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "shapely"
@@ -5651,6 +6020,8 @@ version = "2.0.7"
 description = "Manipulation and analysis of geometric objects"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "shapely-2.0.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:33fb10e50b16113714ae40adccf7670379e9ccf5b7a41d0002046ba2b8f0f691"},
     {file = "shapely-2.0.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f44eda8bd7a4bccb0f281264b34bf3518d8c4c9a8ffe69a1a05dabf6e8461147"},
@@ -5709,6 +6080,8 @@ version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
     {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
@@ -5720,10 +6093,12 @@ 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 == \"google\" or extra == \"mistralai\" or extra == \"experimental\""}
 
 [[package]]
 name = "smart-open"
@@ -5731,6 +6106,8 @@ version = "7.3.0.post1"
 description = "Utils for streaming large files (S3, HDFS, GCS, SFTP, Azure Blob Storage, gzip, bz2, zst...)"
 optional = true
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "smart_open-7.3.0.post1-py3-none-any.whl", hash = "sha256:c73661a2c24bf045c1e04e08fffc585b59af023fe783d57896f590489db66fb4"},
     {file = "smart_open-7.3.0.post1.tar.gz", hash = "sha256:ce6a3d9bc1afbf6234ad13c010b77f8cd36d24636811e3c52c3b5160f5214d1e"},
@@ -5756,10 +6133,12 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = true
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
+markers = {main = "extra == \"experimental\" or extra == \"weaviate\" or extra == \"google\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"qdrant\" or extra == \"openai\" or extra == \"anthropic\" or extra == \"ollama\""}
 
 [[package]]
 name = "snowballstemmer"
@@ -5767,6 +6146,7 @@ version = "3.0.1"
 description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
+groups = ["dev"]
 files = [
     {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
     {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
@@ -5778,10 +6158,12 @@ version = "2.7"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"},
     {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [[package]]
 name = "spacy"
@@ -5789,6 +6171,8 @@ version = "3.8.7"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 optional = true
 python-versions = "<3.14,>=3.9"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "spacy-3.8.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6ec0368ce96cd775fb14906f04b771c912ea8393ba30f8b35f9c4dc47a420b8e"},
     {file = "spacy-3.8.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5672f8a0fe7a3847e925544890be60015fbf48a60a838803425f82e849dd4f18"},
@@ -5882,6 +6266,8 @@ version = "3.0.12"
 description = "Legacy registered functions for spaCy backwards compatibility"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "spacy-legacy-3.0.12.tar.gz", hash = "sha256:b37d6e0c9b6e1d7ca1cf5bc7152ab64a4c4671f59c85adaf7a3fcb870357a774"},
     {file = "spacy_legacy-3.0.12-py2.py3-none-any.whl", hash = "sha256:476e3bd0d05f8c339ed60f40986c07387c0a71479245d6d0f4298dbd52cda55f"},
@@ -5893,6 +6279,8 @@ version = "1.0.5"
 description = "Logging utilities for SpaCy"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "spacy-loggers-1.0.5.tar.gz", hash = "sha256:d60b0bdbf915a60e516cc2e653baeff946f0cfc461b452d11a4d5458c6fe5f24"},
     {file = "spacy_loggers-1.0.5-py3-none-any.whl", hash = "sha256:196284c9c446cc0cdb944005384270d775fdeaf4f494d8e269466cfa497ef645"},
@@ -5904,6 +6292,7 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -5940,6 +6329,7 @@ version = "2.3.0"
 description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "sphinx_autodoc_typehints-2.3.0-py3-none-any.whl", hash = "sha256:3098e2c6d0ba99eacd013eb06861acc9b51c6e595be86ab05c08ee5506ac0c67"},
     {file = "sphinx_autodoc_typehints-2.3.0.tar.gz", hash = "sha256:535c78ed2d6a1bad393ba9f3dfa2602cf424e2631ee207263e07874c38fde084"},
@@ -5959,6 +6349,7 @@ version = "0.3.0"
 description = "Patches Jinja2 v3 to restore compatibility with earlier Sphinx versions."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "sphinx_jinja2_compat-0.3.0-py3-none-any.whl", hash = "sha256:b1e4006d8e1ea31013fa9946d1b075b0c8d2a42c6e3425e63542c1e9f8be9084"},
     {file = "sphinx_jinja2_compat-0.3.0.tar.gz", hash = "sha256:f3c1590b275f42e7a654e081db5e3e5fb97f515608422bde94015ddf795dfe7c"},
@@ -5975,6 +6366,7 @@ version = "1.8.0"
 description = "Sphinx directive to add unselectable prompt"
 optional = false
 python-versions = ">=3.9,<4.0"
+groups = ["dev"]
 files = [
     {file = "sphinx_prompt-1.8.0-py3-none-any.whl", hash = "sha256:369ecc633f0711886f9b3a078c83264245be1adf46abeeb9b88b5519e4b51007"},
     {file = "sphinx_prompt-1.8.0.tar.gz", hash = "sha256:47482f86fcec29662fdfd23e7c04ef03582714195d01f5d565403320084372ed"},
@@ -5991,6 +6383,7 @@ version = "3.4.5"
 description = "Tabbed views for Sphinx"
 optional = false
 python-versions = "~=3.7"
+groups = ["dev"]
 files = [
     {file = "sphinx-tabs-3.4.5.tar.gz", hash = "sha256:ba9d0c1e3e37aaadd4b5678449eb08176770e0fc227e769b6ce747df3ceea531"},
     {file = "sphinx_tabs-3.4.5-py3-none-any.whl", hash = "sha256:92cc9473e2ecf1828ca3f6617d0efc0aa8acb06b08c56ba29d1413f2f0f6cf09"},
@@ -6011,6 +6404,7 @@ version = "4.0.0"
 description = "Box of handy tools for Sphinx 🧰 📔"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "sphinx_toolbox-4.0.0-py3-none-any.whl", hash = "sha256:c700937baee505e440d44d46bc47ccd036ec282ae61b04e40342944128721117"},
     {file = "sphinx_toolbox-4.0.0.tar.gz", hash = "sha256:48c31451db2e2d8c71c03939e72a19ef7bc92ca7850a62db63fc7bb8395b6785"},
@@ -6045,6 +6439,7 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 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"},
@@ -6061,6 +6456,7 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 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"},
@@ -6077,6 +6473,7 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 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"},
@@ -6093,6 +6490,7 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 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"},
@@ -6107,6 +6505,7 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 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"},
@@ -6123,6 +6522,7 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 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"},
@@ -6139,6 +6539,8 @@ version = "2.0.41"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "SQLAlchemy-2.0.41-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6854175807af57bdb6425e47adbce7d20a4d79bbfd6f6d6519cd10bb7109a7f8"},
     {file = "SQLAlchemy-2.0.41-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:05132c906066142103b83d9c250b60508af556982a385d96c4eaa9fb9720ac2b"},
@@ -6234,6 +6636,8 @@ version = "2.5.1"
 description = "Modern high-performance serialization utilities for Python"
 optional = true
 python-versions = "<3.14,>=3.9"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "srsly-2.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d0cda6f65cc0dd1daf47e856b0d6c5d51db8a9343c5007723ca06903dcfe367d"},
     {file = "srsly-2.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf643e6f45c266cfacea54997a1f9cfe0113fadac1ac21a1ec5b200cfe477ba0"},
@@ -6282,6 +6686,7 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
+groups = ["main", "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"},
@@ -6301,6 +6706,8 @@ version = "3.10.14"
 description = "Standard library imghdr redistribution. \"dead battery\"."
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "python_version == \"3.13\""
 files = [
     {file = "standard_imghdr-3.10.14-py3-none-any.whl", hash = "sha256:cdf6883163349624dee9a81d2853a20260337c4cd41c04e99c082e01833a08e2"},
     {file = "standard_imghdr-3.10.14.tar.gz", hash = "sha256:2598fe2e7c540dbda34b233295e10957ab8dc8ac6f3bd9eaa8d38be167232e52"},
@@ -6312,6 +6719,8 @@ version = "0.0.26"
 description = "A simple library to convert rtf to text"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb"},
     {file = "striprtf-0.0.26.tar.gz", hash = "sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa"},
@@ -6323,10 +6732,12 @@ version = "1.14.0"
 description = "Computer algebra system (CAS) in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"},
     {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.dependencies]
 mpmath = ">=1.1.0,<1.4"
@@ -6340,6 +6751,7 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -6354,6 +6766,7 @@ version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
     {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
@@ -6369,6 +6782,8 @@ version = "8.3.6"
 description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
 optional = true
 python-versions = "<3.14,>=3.9"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "thinc-8.3.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f4abec5a35e5945a6573b62bf0f423709467ba321fea9d00770b4c5282a8257d"},
     {file = "thinc-8.3.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ba7ced4bfc5890dd8f4be2978f8d491a07e80c9d9a7fffae9f57970b55db01bd"},
@@ -6454,10 +6869,12 @@ version = "3.6.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb"},
     {file = "threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [[package]]
 name = "tiktoken"
@@ -6465,6 +6882,7 @@ version = "0.9.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "tiktoken-0.9.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:586c16358138b96ea804c034b8acf3f5d3f0258bd2bc3b0227af4af5d622e382"},
     {file = "tiktoken-0.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d9c59ccc528c6c5dd51820b3474402f69d9a9e1d656226848ad68a8d5b2e5108"},
@@ -6498,6 +6916,7 @@ files = [
     {file = "tiktoken-0.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:26242ca9dc8b58e875ff4ca078b9a94d2f0813e6a535dcd2205df5d49d927cc7"},
     {file = "tiktoken-0.9.0.tar.gz", hash = "sha256:d02a5ca6a938e0490e1ff957bc48c8b078c88cb83977be1625b1fd8aac792c5d"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 regex = ">=2022.1.18"
@@ -6512,6 +6931,7 @@ version = "0.21.2"
 description = ""
 optional = true
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "tokenizers-0.21.2-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:342b5dfb75009f2255ab8dec0041287260fed5ce00c323eb6bab639066fef8ec"},
     {file = "tokenizers-0.21.2-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:126df3205d6f3a93fea80c7a8a266a78c1bd8dd2fe043386bafdd7736a23e45f"},
@@ -6529,6 +6949,7 @@ files = [
     {file = "tokenizers-0.21.2-cp39-abi3-win_amd64.whl", hash = "sha256:58747bb898acdb1007f37a7bbe614346e98dc28708ffb66a3fd50ce169ac6c98"},
     {file = "tokenizers-0.21.2.tar.gz", hash = "sha256:fdc7cffde3e2113ba0e6cc7318c40e3438a4d74bbc62bf04bcc63bdfb082ac77"},
 ]
+markers = {main = "extra == \"cohere\" or extra == \"sentence-transformers\""}
 
 [package.dependencies]
 huggingface-hub = ">=0.16.4,<1.0"
@@ -6544,6 +6965,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 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"},
@@ -6585,6 +7008,7 @@ version = "2.7.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = true
 python-versions = ">=3.9.0"
+groups = ["main", "dev"]
 files = [
     {file = "torch-2.7.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:a103b5d782af5bd119b81dbcc7ffc6fa09904c423ff8db397a1e6ea8fd71508f"},
     {file = "torch-2.7.1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:fe955951bdf32d182ee8ead6c3186ad54781492bf03d547d31771a01b3d6fb7d"},
@@ -6611,6 +7035,7 @@ files = [
     {file = "torch-2.7.1-cp39-cp39-win_amd64.whl", hash = "sha256:df41989d9300e6e3c19ec9f56f856187a6ef060c3662fe54f4b6baf1fc90bd19"},
     {file = "torch-2.7.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:a737b5edd1c44a5c1ece2e9f3d00df9d1b3fb9541138bee56d83d38293fb6c9d"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.dependencies]
 filelock = "*"
@@ -6646,10 +7071,12 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
 ]
+markers = {main = "extra == \"pinecone\" or extra == \"cohere\" or extra == \"sentence-transformers\" or extra == \"experimental\" or extra == \"openai\" or extra == \"nlp\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -6667,6 +7094,7 @@ version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
     {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
@@ -6682,10 +7110,12 @@ version = "4.53.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.9.0"
+groups = ["main", "dev"]
 files = [
     {file = "transformers-4.53.2-py3-none-any.whl", hash = "sha256:db8f4819bb34f000029c73c3c557e7d06fc1b8e612ec142eecdae3947a9c78bf"},
     {file = "transformers-4.53.2.tar.gz", hash = "sha256:6c3ed95edfb1cba71c4245758f1b4878c93bf8cde77d076307dacb2cbbd72be2"},
 ]
+markers = {main = "extra == \"sentence-transformers\""}
 
 [package.dependencies]
 filelock = "*"
@@ -6754,6 +7184,7 @@ version = "3.3.1"
 description = "A language and compiler for custom Deep Learning operations"
 optional = true
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "triton-3.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b74db445b1c562844d3cfad6e9679c72e93fdfb1a90a24052b03bb5c49d1242e"},
     {file = "triton-3.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b31e3aa26f8cb3cc5bf4e187bf737cbacf17311e1112b781d4a059353dfd731b"},
@@ -6762,6 +7193,7 @@ files = [
     {file = "triton-3.3.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3198adb9d78b77818a5388bff89fa72ff36f9da0bc689db2f0a651a67ce6a42"},
     {file = "triton-3.3.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f6139aeb04a146b0b8e0fbbd89ad1e65861c57cfed881f21d62d3cb94a36bab7"},
 ]
+markers = {main = "platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and platform_system == \"Linux\"", dev = "platform_machine == \"x86_64\" and platform_system == \"Linux\""}
 
 [package.dependencies]
 setuptools = ">=40.8.0"
@@ -6777,6 +7209,8 @@ version = "0.16.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "typer-0.16.0-py3-none-any.whl", hash = "sha256:1f79bed11d4d02d4310e3c1b7ba594183bcedb0ac73b27a9e5f28f6fb5b98855"},
     {file = "typer-0.16.0.tar.gz", hash = "sha256:af377ffaee1dbe37ae9440cb4e8f11686ea5ce4e9bae01b84ae7c63b87f1dd3b"},
@@ -6794,6 +7228,7 @@ version = "6.0.12.20250516"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "types_pyyaml-6.0.12.20250516-py3-none-any.whl", hash = "sha256:8478208feaeb53a34cb5d970c56a7cd76b72659442e733e268a94dc72b2d0530"},
     {file = "types_pyyaml-6.0.12.20250516.tar.gz", hash = "sha256:9f21a70216fc0fa1b216a8176db5f9e0af6eb35d2f2932acb87689d03a5bf6ba"},
@@ -6805,6 +7240,8 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"cohere\""
 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"},
@@ -6819,6 +7256,8 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"cohere\""
 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"},
@@ -6830,6 +7269,7 @@ version = "4.14.1"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"},
     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
@@ -6841,6 +7281,8 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
     {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
@@ -6856,6 +7298,7 @@ version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
     {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
@@ -6870,6 +7313,8 @@ version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -6881,14 +7326,15 @@ 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", "dev"]
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -6897,6 +7343,8 @@ version = "0.34.0"
 description = "Python Data Validation for Humans™"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "validators-0.34.0-py3-none-any.whl", hash = "sha256:c804b476e3e6d3786fa07a30073a4ef694e617805eb1946ceee3fe5a9b8b1321"},
     {file = "validators-0.34.0.tar.gz", hash = "sha256:647fe407b45af9a74d245b943b18e6a816acf4926974278f6dd617778e1e781f"},
@@ -6911,6 +7359,7 @@ version = "20.31.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "virtualenv-20.31.2-py3-none-any.whl", hash = "sha256:36efd0d9650ee985f0cad72065001e66d49a6f24eb44d98980f630686243cf11"},
     {file = "virtualenv-20.31.2.tar.gz", hash = "sha256:e10c0a9d02835e592521be48b332b6caee6887f332c111aa79a09b9e79efc2af"},
@@ -6923,7 +7372,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "wasabi"
@@ -6931,6 +7380,8 @@ version = "1.1.3"
 description = "A lightweight console printing and formatting toolkit"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "wasabi-1.1.3-py3-none-any.whl", hash = "sha256:f76e16e8f7e79f8c4c8be49b4024ac725713ab10cd7f19350ad18a8e3f71728c"},
     {file = "wasabi-1.1.3.tar.gz", hash = "sha256:4bb3008f003809db0c3e28b4daf20906ea871a2bb43f9914197d540f4f2e0878"},
@@ -6945,6 +7396,7 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
+groups = ["main", "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"},
@@ -6956,6 +7408,8 @@ version = "0.4.1"
 description = "Weasel: A small and easy workflow system"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"nlp\""
 files = [
     {file = "weasel-0.4.1-py3-none-any.whl", hash = "sha256:24140a090ea1ac512a2b2f479cc64192fd1d527a7f3627671268d08ed5ac418c"},
     {file = "weasel-0.4.1.tar.gz", hash = "sha256:aabc210f072e13f6744e5c3a28037f93702433405cd35673f7c6279147085aa9"},
@@ -6978,6 +7432,8 @@ version = "4.15.4"
 description = "A python native Weaviate client"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"weaviate\""
 files = [
     {file = "weaviate_client-4.15.4-py3-none-any.whl", hash = "sha256:870b73495b8e5849003690f7c36f2795b90765e62482f07ab71275dbd21b271d"},
     {file = "weaviate_client-4.15.4.tar.gz", hash = "sha256:005e7a6cee52ff4ac66f244a572b5ed98dd0e15bfda380979a88fddf692720df"},
@@ -7002,6 +7458,7 @@ version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -7013,6 +7470,8 @@ version = "15.0.1"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"},
     {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"},
@@ -7091,6 +7550,8 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"experimental\" or extra == \"nlp\""
 files = [
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"},
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"},
@@ -7179,6 +7640,8 @@ version = "1.20.1"
 description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\""
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -7297,13 +7760,15 @@ version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
     {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
     {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 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)"]
@@ -7316,6 +7781,7 @@ version = "0.23.0"
 description = "Zstandard bindings for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"},
     {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"},
@@ -7415,6 +7881,7 @@ files = [
     {file = "zstandard-0.23.0-cp39-cp39-win_amd64.whl", hash = "sha256:f8346bfa098532bc1fb6c7ef06783e969d87a99dd1d2a5a18a892c1d7a643c58"},
     {file = "zstandard-0.23.0.tar.gz", hash = "sha256:b2d8c62d08e7255f68f7a740bae85b3c9b8e5466baa9cbf7f57f1cde0ac6bc09"},
 ]
+markers = {main = "extra == \"experimental\""}
 
 [package.dependencies]
 cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
@@ -7440,6 +7907,6 @@ sentence-transformers = ["sentence-transformers"]
 weaviate = ["weaviate-client"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9.0,<3.14"
 content-hash = "1b066950906850722e914f55dedc48220ea7902d370abc12994257b15c21d711"
diff --git a/src/neo4j_graphrag/llm/openai_llm.py b/src/neo4j_graphrag/llm/openai_llm.py
index d74c83dcf..d6cda4b66 100644
--- a/src/neo4j_graphrag/llm/openai_llm.py
+++ b/src/neo4j_graphrag/llm/openai_llm.py
@@ -88,7 +88,17 @@ def __init__(
                 """Could not import openai Python client.
                 Please install it with `pip install "neo4j-graphrag[openai]"`."""
             )
+        try:
+            import httpx
+            # this is openai package dependency for now
+            # adding this test just in case it gets removed in the future
+        except ImportError:
+            raise ImportError(
+                """Could not import httpx.
+                Please install it with `pip install httpx."""
+            )
         self.openai = openai
+        self.httpx = httpx
         super().__init__(model_name, model_params, rate_limit_handler)
 
     def get_messages(
@@ -373,8 +383,16 @@ def __init__(
             kwargs: All other parameters will be passed to the openai.OpenAI init.
         """
         super().__init__(model_name, model_params, rate_limit_handler)
-        self.client = self.openai.OpenAI(**kwargs)
-        self.async_client = self.openai.AsyncOpenAI(**kwargs)
+        clients = (None, None)
+        if http_client := kwargs.pop("http_client", None):
+            clients = (
+                (http_client, None)
+                if isinstance(http_client, self.httpx.Client)
+                else (None, http_client)
+            )
+        sync_client, async_client = clients
+        self.client = self.openai.OpenAI(http_client=sync_client, **kwargs)
+        self.async_client = self.openai.AsyncOpenAI(http_client=async_client, **kwargs)
 
 
 class AzureOpenAILLM(BaseOpenAILLM):
@@ -396,5 +414,18 @@ def __init__(
             kwargs: All other parameters will be passed to the openai.OpenAI init.
         """
         super().__init__(model_name, model_params, rate_limit_handler)
-        self.client = self.openai.AzureOpenAI(**kwargs)
-        self.async_client = self.openai.AsyncAzureOpenAI(**kwargs)
+        clients = (None, None)
+        if http_client := kwargs.pop("http_client", None):
+            clients = (
+                (http_client, None)
+                if isinstance(http_client, self.httpx.Client)
+                else (None, http_client)
+            )
+        sync_client, async_client = clients
+        self.client = self.openai.AzureOpenAI(
+            http_client=sync_client,
+            **kwargs
+        )
+        self.async_client = self.openai.AsyncAzureOpenAI(
+            http_client=async_client, **kwargs
+        )
diff --git a/tests/unit/llm/test_openai_llm.py b/tests/unit/llm/test_openai_llm.py
index 3c5ee1b9e..f0a0108af 100644
--- a/tests/unit/llm/test_openai_llm.py
+++ b/tests/unit/llm/test_openai_llm.py
@@ -14,6 +14,7 @@
 #  limitations under the License.
 from unittest.mock import MagicMock, Mock, patch
 
+import httpx
 import openai
 import pytest
 from neo4j_graphrag.exceptions import LLMGenerationError
@@ -35,6 +36,24 @@ def test_openai_llm_missing_dependency(mock_import: Mock) -> None:
         OpenAILLM(model_name="gpt-4o")
 
 
+def test_openai_llm_with_custom_httpx_client() -> None:
+    http_client = httpx.Client()
+    llm = OpenAILLM(
+        model_name="gpt",
+        api_key="my key",
+        http_client=http_client,
+    )
+    assert isinstance(llm, OpenAILLM)
+
+    http_client = httpx.AsyncClient()
+    llm = OpenAILLM(
+        model_name="gpt",
+        api_key="my key",
+        http_client=http_client,
+    )
+    assert isinstance(llm, OpenAILLM)
+
+
 @patch("builtins.__import__")
 def test_openai_llm_happy_path(mock_import: Mock) -> None:
     mock_openai = get_mock_openai()
@@ -323,6 +342,28 @@ def test_azure_openai_llm_missing_dependency(mock_import: Mock) -> None:
         AzureOpenAILLM(model_name="gpt-4o")
 
 
+def test_oazure_penai_llm_with_custom_httpx_client() -> None:
+    http_client = httpx.Client()
+    llm = AzureOpenAILLM(
+        model_name="gpt-4o",
+        azure_endpoint="https://test.openai.azure.com/",
+        api_key="my key",
+        api_version="version",
+        http_client=http_client,
+    )
+    assert isinstance(llm, AzureOpenAILLM)
+
+    http_client = httpx.AsyncClient()
+    llm = AzureOpenAILLM(
+        model_name="gpt-4o",
+        azure_endpoint="https://test.openai.azure.com/",
+        api_key="my key",
+        api_version="version",
+        http_client=http_client,
+    )
+    assert isinstance(llm, AzureOpenAILLM)
+
+
 @patch("builtins.__import__")
 def test_azure_openai_llm_happy_path(mock_import: Mock) -> None:
     mock_openai = get_mock_openai()

From e2ab6f6ae94c09c6551cbcae6493f5f07e34e1f3 Mon Sep 17 00:00:00 2001
From: estelle <estelle.scifo@neo4j.com>
Date: Tue, 5 Aug 2025 14:44:07 +0200
Subject: [PATCH 2/3] Typo

---
 src/neo4j_graphrag/llm/openai_llm.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/neo4j_graphrag/llm/openai_llm.py b/src/neo4j_graphrag/llm/openai_llm.py
index d6cda4b66..5ba6e6bfe 100644
--- a/src/neo4j_graphrag/llm/openai_llm.py
+++ b/src/neo4j_graphrag/llm/openai_llm.py
@@ -95,7 +95,7 @@ def __init__(
         except ImportError:
             raise ImportError(
                 """Could not import httpx.
-                Please install it with `pip install httpx."""
+                Please install it with `pip install httpx`."""
             )
         self.openai = openai
         self.httpx = httpx

From d5ff30022eaa34fdb56bf19211c49f16ff39a7d7 Mon Sep 17 00:00:00 2001
From: estelle <estelle.scifo@neo4j.com>
Date: Wed, 6 Aug 2025 10:21:25 +0200
Subject: [PATCH 3/3] Tests

---
 src/neo4j_graphrag/llm/openai_llm.py |  36 ++++----
 tests/unit/llm/test_openai_llm.py    | 125 +++++++++++++++++++++++----
 2 files changed, 123 insertions(+), 38 deletions(-)

diff --git a/src/neo4j_graphrag/llm/openai_llm.py b/src/neo4j_graphrag/llm/openai_llm.py
index 5ba6e6bfe..1ed4adb95 100644
--- a/src/neo4j_graphrag/llm/openai_llm.py
+++ b/src/neo4j_graphrag/llm/openai_llm.py
@@ -28,6 +28,7 @@
     cast,
 )
 
+import httpx
 from pydantic import ValidationError
 
 from neo4j_graphrag.message_history import MessageHistory
@@ -70,6 +71,7 @@ def __init__(
         model_name: str,
         model_params: Optional[dict[str, Any]] = None,
         rate_limit_handler: Optional[RateLimitHandler] = None,
+        **kwargs: Any,
     ):
         """
         Base class for OpenAI LLM.
@@ -101,6 +103,15 @@ def __init__(
         self.httpx = httpx
         super().__init__(model_name, model_params, rate_limit_handler)
 
+    def _extract_sync_and_async_httpx_clients(
+        self, http_client: Optional[Union[httpx.Client, httpx.AsyncClient]]
+    ) -> tuple[Optional[httpx.Client], Optional[httpx.AsyncClient]]:
+        if not http_client:
+            return None, None
+        if isinstance(http_client, self.httpx.AsyncClient):
+            return None, http_client
+        return http_client, None
+
     def get_messages(
         self,
         input: str,
@@ -383,14 +394,9 @@ def __init__(
             kwargs: All other parameters will be passed to the openai.OpenAI init.
         """
         super().__init__(model_name, model_params, rate_limit_handler)
-        clients = (None, None)
-        if http_client := kwargs.pop("http_client", None):
-            clients = (
-                (http_client, None)
-                if isinstance(http_client, self.httpx.Client)
-                else (None, http_client)
-            )
-        sync_client, async_client = clients
+        sync_client, async_client = self._extract_sync_and_async_httpx_clients(
+            kwargs.pop("http_client", None)
+        )
         self.client = self.openai.OpenAI(http_client=sync_client, **kwargs)
         self.async_client = self.openai.AsyncOpenAI(http_client=async_client, **kwargs)
 
@@ -414,18 +420,10 @@ def __init__(
             kwargs: All other parameters will be passed to the openai.OpenAI init.
         """
         super().__init__(model_name, model_params, rate_limit_handler)
-        clients = (None, None)
-        if http_client := kwargs.pop("http_client", None):
-            clients = (
-                (http_client, None)
-                if isinstance(http_client, self.httpx.Client)
-                else (None, http_client)
-            )
-        sync_client, async_client = clients
-        self.client = self.openai.AzureOpenAI(
-            http_client=sync_client,
-            **kwargs
+        sync_client, async_client = self._extract_sync_and_async_httpx_clients(
+            kwargs.pop("http_client", None)
         )
+        self.client = self.openai.AzureOpenAI(http_client=sync_client, **kwargs)
         self.async_client = self.openai.AsyncAzureOpenAI(
             http_client=async_client, **kwargs
         )
diff --git a/tests/unit/llm/test_openai_llm.py b/tests/unit/llm/test_openai_llm.py
index f0a0108af..4769439bb 100644
--- a/tests/unit/llm/test_openai_llm.py
+++ b/tests/unit/llm/test_openai_llm.py
@@ -19,7 +19,7 @@
 import pytest
 from neo4j_graphrag.exceptions import LLMGenerationError
 from neo4j_graphrag.llm import LLMResponse
-from neo4j_graphrag.llm.openai_llm import AzureOpenAILLM, OpenAILLM
+from neo4j_graphrag.llm.openai_llm import AzureOpenAILLM, OpenAILLM, BaseOpenAILLM
 from neo4j_graphrag.llm.types import ToolCallResponse
 from neo4j_graphrag.tool import Tool
 
@@ -36,22 +36,47 @@ def test_openai_llm_missing_dependency(mock_import: Mock) -> None:
         OpenAILLM(model_name="gpt-4o")
 
 
-def test_openai_llm_with_custom_httpx_client() -> None:
-    http_client = httpx.Client()
-    llm = OpenAILLM(
+@patch(
+    "neo4j_graphrag.llm.openai_llm.BaseOpenAILLM._extract_sync_and_async_httpx_clients"
+)
+@patch("builtins.__import__")
+def test_openai_llm_with_custom_httpx_client_sync(
+    mock_import: Mock, mock_client_extract: Mock
+) -> None:
+    mock_openai = get_mock_openai()
+    mock_import.return_value = mock_openai
+
+    http_client = httpx.Client(base_url="https://my-custom-url")
+    mock_client_extract.return_value = [http_client, None]
+    OpenAILLM(
         model_name="gpt",
-        api_key="my key",
         http_client=http_client,
     )
-    assert isinstance(llm, OpenAILLM)
+    mock_openai.OpenAI.assert_called_once()
+    assert mock_openai.OpenAI.call_args_list[0][1]["http_client"] == http_client
+    mock_openai.AsyncOpenAI.assert_called_once()
+    assert mock_openai.AsyncOpenAI.call_args_list[0][1]["http_client"] is None
 
-    http_client = httpx.AsyncClient()
-    llm = OpenAILLM(
+
+@patch(
+    "neo4j_graphrag.llm.openai_llm.BaseOpenAILLM._extract_sync_and_async_httpx_clients"
+)
+@patch("builtins.__import__")
+def test_openai_llm_with_custom_httpx_client_async(
+    mock_import: Mock, mock_client_extract: Mock
+) -> None:
+    mock_openai = get_mock_openai()
+    mock_import.return_value = mock_openai
+    http_client = httpx.AsyncClient(base_url="https://my-custom-url")
+    mock_client_extract.return_value = [http_client, None]
+    OpenAILLM(
         model_name="gpt",
-        api_key="my key",
         http_client=http_client,
     )
-    assert isinstance(llm, OpenAILLM)
+    mock_openai.OpenAI.assert_called_once()
+    assert mock_openai.OpenAI.call_args_list[0][1]["http_client"] is None
+    mock_openai.AsyncOpenAI.assert_called_once()
+    assert mock_openai.AsyncOpenAI.call_args_list[0][1]["http_client"] == http_client
 
 
 @patch("builtins.__import__")
@@ -342,26 +367,88 @@ def test_azure_openai_llm_missing_dependency(mock_import: Mock) -> None:
         AzureOpenAILLM(model_name="gpt-4o")
 
 
-def test_oazure_penai_llm_with_custom_httpx_client() -> None:
-    http_client = httpx.Client()
-    llm = AzureOpenAILLM(
-        model_name="gpt-4o",
+def test_base_openai_llm_extract_httpx_clients_sync() -> None:
+    http_client = httpx.Client(base_url="https://my-custom-url")
+    llm = BaseOpenAILLM(
+        model_name="gpt",
+    )
+    sync_client, async_client = llm._extract_sync_and_async_httpx_clients(
+        http_client=http_client
+    )
+    assert sync_client == http_client
+    assert async_client is None
+
+
+def test_base_openai_llm_extract_httpx_clients_async() -> None:
+    http_client = httpx.AsyncClient(base_url="https://my-custom-url")
+    llm = BaseOpenAILLM(
+        model_name="gpt",
+    )
+    sync_client, async_client = llm._extract_sync_and_async_httpx_clients(
+        http_client=http_client
+    )
+    assert sync_client is None
+    assert async_client == http_client
+
+
+def test_base_openai_llm_extract_httpx_clients_none() -> None:
+    llm = BaseOpenAILLM(
+        model_name="gpt",
+    )
+    sync_client, async_client = llm._extract_sync_and_async_httpx_clients(None)
+    assert sync_client is None
+    assert async_client is None
+
+
+@patch(
+    "neo4j_graphrag.llm.openai_llm.BaseOpenAILLM._extract_sync_and_async_httpx_clients"
+)
+@patch("builtins.__import__")
+def test_azure_openai_llm_with_custom_httpx_client_sync(
+    mock_import: Mock, mock_client_extract: Mock
+) -> None:
+    mock_openai = get_mock_openai()
+    mock_import.return_value = mock_openai
+
+    http_client = httpx.Client(base_url="https://my-custom-url")
+    mock_client_extract.return_value = [http_client, None]
+    AzureOpenAILLM(
+        model_name="gpt",
         azure_endpoint="https://test.openai.azure.com/",
         api_key="my key",
         api_version="version",
         http_client=http_client,
     )
-    assert isinstance(llm, AzureOpenAILLM)
+    mock_openai.AzureOpenAI.assert_called_once()
+    assert mock_openai.AzureOpenAI.call_args_list[0][1]["http_client"] == http_client
+    mock_openai.AsyncAzureOpenAI.assert_called_once()
+    assert mock_openai.AsyncAzureOpenAI.call_args_list[0][1]["http_client"] is None
 
-    http_client = httpx.AsyncClient()
-    llm = AzureOpenAILLM(
-        model_name="gpt-4o",
+
+@patch(
+    "neo4j_graphrag.llm.openai_llm.BaseOpenAILLM._extract_sync_and_async_httpx_clients"
+)
+@patch("builtins.__import__")
+def test_azure_openai_llm_with_custom_httpx_client_async(
+    mock_import: Mock, mock_client_extract: Mock
+) -> None:
+    mock_openai = get_mock_openai()
+    mock_import.return_value = mock_openai
+    http_client = httpx.AsyncClient(base_url="https://my-custom-url")
+    mock_client_extract.return_value = [None, http_client]
+    AzureOpenAILLM(
+        model_name="gpt",
         azure_endpoint="https://test.openai.azure.com/",
         api_key="my key",
         api_version="version",
         http_client=http_client,
     )
-    assert isinstance(llm, AzureOpenAILLM)
+    mock_openai.AzureOpenAI.assert_called_once()
+    assert mock_openai.AzureOpenAI.call_args_list[0][1]["http_client"] is None
+    mock_openai.AsyncAzureOpenAI.assert_called_once()
+    assert (
+        mock_openai.AsyncAzureOpenAI.call_args_list[0][1]["http_client"] == http_client
+    )
 
 
 @patch("builtins.__import__")