diff --git a/poetry.lock b/poetry.lock
index a86a3523..de0be321 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
@@ -6,7 +6,6 @@ version = "0.0.5"
 description = "A collection of accessible pygments styles"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7"},
     {file = "accessible_pygments-0.0.5.tar.gz", hash = "sha256:40918d3e6a2b619ad424cb91e556bd3bd8865443d9f22f1dcdf79e33c8046872"},
@@ -25,8 +24,6 @@ version = "2.4.6"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"},
     {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
@@ -38,8 +35,6 @@ version = "3.11.12"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aa8a8caca81c0a3e765f19c6953416c58e2f4cc1b84829af01dd1c771bb2f91f"},
     {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:84ede78acde96ca57f6cf8ccb8a13fbaf569f6011b9a52f870c662d4dc8cd854"},
@@ -143,8 +138,6 @@ version = "1.2.1"
 description = "asyncio rate limiter, a leaky bucket implementation"
 optional = true
 python-versions = "<4.0,>=3.8"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "aiolimiter-1.2.1-py3-none-any.whl", hash = "sha256:d3f249e9059a20badcb56b61601a83556133655c11d1eb3dd3e04ff069e5f3c7"},
     {file = "aiolimiter-1.2.1.tar.gz", hash = "sha256:e02a37ea1a855d9e832252a105420ad4d15011505512a1a1d814647451b5cca9"},
@@ -156,8 +149,6 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -172,7 +163,6 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -184,7 +174,6 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -196,8 +185,6 @@ version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\""
 files = [
     {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
     {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -220,8 +207,6 @@ version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev", "docs"]
-markers = "platform_system == \"Darwin\""
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
@@ -233,7 +218,6 @@ version = "3.3.8"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.9.0"
-groups = ["dev"]
 files = [
     {file = "astroid-3.3.8-py3-none-any.whl", hash = "sha256:187ccc0c248bfbba564826c26f070494f7bc964fd286b6d9fff4420e55de828c"},
     {file = "astroid-3.3.8.tar.gz", hash = "sha256:a88c7994f914a4ea8572fac479459f4955eeccc877be3f2d959a33273b0cf40b"},
@@ -248,7 +232,6 @@ version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
     {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
@@ -264,8 +247,6 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_full_version < \"3.11.3\""
 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"},
@@ -277,12 +258,10 @@ version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
     {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
 ]
-markers = {main = "extra == \"voyageai\""}
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
@@ -298,7 +277,6 @@ version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
     {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
@@ -313,7 +291,6 @@ version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
-groups = ["docs"]
 files = [
     {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
     {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
@@ -336,7 +313,6 @@ version = "25.1.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
 files = [
     {file = "black-25.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:759e7ec1e050a15f89b770cefbf91ebee8917aac5c20483bc2d80a6c3a04df32"},
     {file = "black-25.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e519ecf93120f34243e6b0054db49c00a35f84f195d5bce7e9f5cfc578fc2da"},
@@ -383,7 +359,6 @@ version = "6.2.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "bleach-6.2.0-py3-none-any.whl", hash = "sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e"},
     {file = "bleach-6.2.0.tar.gz", hash = "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"},
@@ -402,8 +377,6 @@ version = "1.36.18"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"bedrock\""
 files = [
     {file = "boto3-1.36.18-py3-none-any.whl", hash = "sha256:084ff25af2d7bda3102d6367f5453e2e83f8cde1da73079ea144595b03cb9400"},
     {file = "boto3-1.36.18.tar.gz", hash = "sha256:be8e32c34d7b103a64fafdd277fa1ec136733b4bbfc11dcfa597efa36a820b37"},
@@ -423,8 +396,6 @@ version = "1.36.18"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"bedrock\""
 files = [
     {file = "botocore-1.36.18-py3-none-any.whl", hash = "sha256:7898d109affd9231c555e71fda88308c1da2db8d39e83d33eb8cb40ebf1ba82f"},
     {file = "botocore-1.36.18.tar.gz", hash = "sha256:ddadafe460e91f11677720a2fcc3ea09c4abb914de2b000da7ba46b4c97da3d7"},
@@ -447,8 +418,6 @@ version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
     {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
@@ -460,12 +429,10 @@ version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
     {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
-markers = {main = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\""}
 
 [[package]]
 name = "cffi"
@@ -473,7 +440,6 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 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"},
@@ -543,7 +509,6 @@ 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 = {dev = "implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\"", docs = "implementation_name == \"pypy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -554,7 +519,6 @@ 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"},
@@ -566,7 +530,6 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -661,7 +624,6 @@ files = [
     {file = "charset_normalizer-3.4.1-py3-none-any.whl", hash = "sha256:d98b1668f06378c6dbefec3b92299716b931cd4e6061f3c875a71ced1780ab85"},
     {file = "charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3"},
 ]
-markers = {main = "extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\""}
 
 [[package]]
 name = "click"
@@ -669,7 +631,6 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev", "docs"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -684,8 +645,6 @@ version = "5.13.12"
 description = ""
 optional = true
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
-markers = "extra == \"cohere\""
 files = [
     {file = "cohere-5.13.12-py3-none-any.whl", hash = "sha256:2a043591a3e5280b47716a6b311e4c7f58e799364113a9cb81b50cd4f6c95f7e"},
     {file = "cohere-5.13.12.tar.gz", hash = "sha256:97bb9ac107e580780b941acbabd3aa5e71960e6835398292c46aaa8a0a4cab88"},
@@ -708,12 +667,10 @@ 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", "docs"]
 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 = "(extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"openai\") and platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", docs = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -721,7 +678,6 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
     {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -739,7 +695,6 @@ version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
     {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
@@ -757,7 +712,6 @@ version = "7.6.12"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
 files = [
     {file = "coverage-7.6.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:704c8c8c6ce6569286ae9622e534b4f5b9759b6f2cd643f1c1a61f666d534fe8"},
     {file = "coverage-7.6.12-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ad7525bf0241e5502168ae9c643a2f6c219fa0a283001cee4cf23a9b7da75879"},
@@ -833,7 +787,6 @@ version = "44.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
-groups = ["dev"]
 files = [
     {file = "cryptography-44.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf688f615c29bfe9dfc44312ca470989279f0e94bb9f631f85e3459af8efc009"},
     {file = "cryptography-44.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd7c7e2d71d908dc0f8d2027e1604102140d84b155e658c20e8ad1304317691f"},
@@ -887,7 +840,6 @@ version = "1.8.12"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "debugpy-1.8.12-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:a2ba7ffe58efeae5b8fad1165357edfe01464f9aef25e814e891ec690e7dd82a"},
     {file = "debugpy-1.8.12-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbbd4149c4fc5e7d508ece083e78c17442ee13b0e69bfa6bd63003e486770f45"},
@@ -923,7 +875,6 @@ version = "5.1.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.5"
-groups = ["dev", "docs"]
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
@@ -935,7 +886,6 @@ version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["docs"]
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -947,7 +897,6 @@ version = "0.3.9"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
     {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
@@ -963,7 +912,6 @@ 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"},
@@ -975,8 +923,6 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"openai\""
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
@@ -988,7 +934,6 @@ version = "7.1.0"
 description = "A Python library for the Docker Engine API."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
     {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
@@ -1011,8 +956,6 @@ 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 == \"vertexai\""
 files = [
     {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"},
     {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"},
@@ -1024,7 +967,6 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -1036,8 +978,6 @@ 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\""
 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"},
@@ -1052,12 +992,10 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
-markers = {main = "(extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\") and python_version < \"3.11\"", dev = "python_version < \"3.11\"", docs = "python_version < \"3.11\""}
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -1068,7 +1006,6 @@ version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc"},
     {file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
@@ -1083,7 +1020,6 @@ version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
     {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
@@ -1098,8 +1034,6 @@ version = "1.10.0"
 description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"cohere\""
 files = [
     {file = "fastavro-1.10.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1a9fe0672d2caf0fe54e3be659b13de3cad25a267f2073d6f4b9f8862acc31eb"},
     {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86dd0410770e0c99363788f0584523709d85e57bb457372ec5c285a482c17fe6"},
@@ -1146,7 +1080,6 @@ version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
 files = [
     {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
     {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
@@ -1161,12 +1094,10 @@ version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
 files = [
     {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
     {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"},
 ]
-markers = {main = "extra == \"sentence-transformers\" or extra == \"cohere\""}
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
@@ -1179,8 +1110,6 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1282,8 +1211,6 @@ version = "2025.2.0"
 description = "File-system specification"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" or extra == \"cohere\""
 files = [
     {file = "fsspec-2025.2.0-py3-none-any.whl", hash = "sha256:9de2ad9ce1f85e1931858535bc882543171d197001a0a5eb2ddc04f1781ab95b"},
     {file = "fsspec-2025.2.0.tar.gz", hash = "sha256:1c24b16eaa0a1798afa0337aa0db9b256718ab2a89c425371f5628d22c3b6afd"},
@@ -1323,8 +1250,6 @@ version = "2.24.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"},
     {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"},
@@ -1360,8 +1285,6 @@ version = "2.38.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
     {file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
@@ -1386,8 +1309,6 @@ version = "1.79.0"
 description = "Vertex AI API client library"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_cloud_aiplatform-1.79.0-py2.py3-none-any.whl", hash = "sha256:e52d518c386ce2b4ce57f1b73b46c57531d9a6ccd70c21a37b349f428bfc1c3f"},
     {file = "google_cloud_aiplatform-1.79.0.tar.gz", hash = "sha256:362bfd16716dcfb6c131736f25246790002b29c99a246fcf4c08a7c71bd2301f"},
@@ -1436,8 +1357,6 @@ version = "3.29.0"
 description = "Google BigQuery API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_cloud_bigquery-3.29.0-py2.py3-none-any.whl", hash = "sha256:5453a4eabe50118254eda9778f3d7dad413490de5f7046b5e66c98f5a1580308"},
     {file = "google_cloud_bigquery-3.29.0.tar.gz", hash = "sha256:fafc2b455ffce3bcc6ce0e884184ef50b6a11350a83b91e327fadda4d5566e72"},
@@ -1469,8 +1388,6 @@ version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google-cloud-core-2.4.1.tar.gz", hash = "sha256:9b7749272a812bde58fff28868d0c5e2f585b82f37e09a1f6ed2d4d10f134073"},
     {file = "google_cloud_core-2.4.1-py2.py3-none-any.whl", hash = "sha256:a9e6a4422b9ac5c29f79a0ede9485473338e2ce78d91f2370c01e730eab22e61"},
@@ -1489,8 +1406,6 @@ version = "1.14.0"
 description = "Google Cloud Resource Manager API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_cloud_resource_manager-1.14.0-py2.py3-none-any.whl", hash = "sha256:4860c3ea9ace760b317ea90d4e27f1b32e54ededdcc340a7cb70c8ef238d8f7c"},
     {file = "google_cloud_resource_manager-1.14.0.tar.gz", hash = "sha256:daa70a3a4704759d31f812ed221e3b6f7b660af30c7862e4a0060ea91291db30"},
@@ -1512,8 +1427,6 @@ version = "2.19.0"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 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"},
@@ -1537,8 +1450,6 @@ version = "1.6.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5bcc90b34df28a4b38653c36bb5ada35671ad105c99cfe915fb5bed7ad6924aa"},
     {file = "google_crc32c-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:d9e9913f7bd69e093b81da4535ce27af842e7bf371cde42d1ae9e9bd382dc0e9"},
@@ -1578,8 +1489,6 @@ version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 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"},
@@ -1598,8 +1507,6 @@ version = "1.66.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
     {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
@@ -1618,8 +1525,6 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
-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\""
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1706,8 +1611,6 @@ version = "0.14.0"
 description = "IAM API client library"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "grpc_google_iam_v1-0.14.0-py2.py3-none-any.whl", hash = "sha256:fb4a084b30099ba3ab07d61d620a0d4429570b13ff53bd37bac75235f98b7da4"},
     {file = "grpc_google_iam_v1-0.14.0.tar.gz", hash = "sha256:c66e07aa642e39bb37950f9e7f491f70dad150ac9801263b42b2814307c2df99"},
@@ -1724,8 +1627,6 @@ version = "1.70.0"
 description = "HTTP/2-based RPC framework"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "grpcio-1.70.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:95469d1977429f45fe7df441f586521361e235982a0b39e33841549143ae2851"},
     {file = "grpcio-1.70.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:ed9718f17fbdb472e33b869c77a16d0b55e166b100ec57b016dc7de9c8d236bf"},
@@ -1793,8 +1694,6 @@ version = "1.70.0"
 description = "Status proto mapping for gRPC"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "grpcio_status-1.70.0-py3-none-any.whl", hash = "sha256:fc5a2ae2b9b1c1969cc49f3262676e6854aa2398ec69cb5bd6c47cd501904a85"},
     {file = "grpcio_status-1.70.0.tar.gz", hash = "sha256:0e7b42816512433b18b9d764285ff029bde059e9d41f8fe10a60631bd8348101"},
@@ -1811,8 +1710,6 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\""
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -1824,8 +1721,6 @@ version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\""
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
     {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
@@ -1847,8 +1742,6 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\""
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -1873,8 +1766,6 @@ 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"},
@@ -1886,8 +1777,6 @@ version = "0.28.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" or extra == \"cohere\""
 files = [
     {file = "huggingface_hub-0.28.1-py3-none-any.whl", hash = "sha256:aa6b9a3ffdae939b72c464dbb0d7f99f56e649b55c3d52406f49e0a5a620c0a7"},
     {file = "huggingface_hub-0.28.1.tar.gz", hash = "sha256:893471090c98e3b6efbdfdacafe4052b20b84d59866fb6f54c33d9af18c303ae"},
@@ -1922,7 +1811,6 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -1937,7 +1825,6 @@ version = "2.6.7"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
 files = [
     {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
     {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
@@ -1952,12 +1839,10 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
-markers = {main = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\""}
 
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
@@ -1968,7 +1853,6 @@ 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 = ["docs"]
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1980,12 +1864,10 @@ version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
 ]
-markers = {dev = "python_version < \"3.10\""}
 
 [package.dependencies]
 zipp = ">=3.20"
@@ -2005,7 +1887,6 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -2017,7 +1898,6 @@ version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
     {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
@@ -2051,7 +1931,6 @@ version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
     {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
@@ -2089,7 +1968,6 @@ version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
 files = [
     {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
     {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
@@ -2104,7 +1982,6 @@ version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
-groups = ["dev", "docs"]
 files = [
     {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
     {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
@@ -2124,7 +2001,6 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "docs"]
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -2142,8 +2018,6 @@ version = "0.8.2"
 description = "Fast iterable JSON parser."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"openai\""
 files = [
     {file = "jiter-0.8.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b"},
     {file = "jiter-0.8.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393"},
@@ -2229,8 +2103,6 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"bedrock\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -2242,8 +2114,6 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -2255,8 +2125,6 @@ version = "1.0.6"
 description = "A more powerful JSONPath implementation in modern python"
 optional = true
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"mistralai\""
 files = [
     {file = "jsonpath-python-1.0.6.tar.gz", hash = "sha256:dd5be4a72d8a2995c3f583cf82bf3cd1a9544cfdabf2d22595b67aff07349666"},
     {file = "jsonpath_python-1.0.6-py3-none-any.whl", hash = "sha256:1e3b78df579f5efc23565293612decee04214609208a2335884b3ee3f786b575"},
@@ -2268,7 +2136,6 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -2290,7 +2157,6 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
@@ -2305,7 +2171,6 @@ version = "1.0.1"
 description = "A defined interface for working with a cache of jupyter notebooks."
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "jupyter_cache-1.0.1-py3-none-any.whl", hash = "sha256:9c3cafd825ba7da8b5830485343091143dff903e4d8c69db9349b728b140abf6"},
     {file = "jupyter_cache-1.0.1.tar.gz", hash = "sha256:16e808eb19e3fb67a223db906e131ea6e01f03aa27f49a7214ce6a5fec186fb9"},
@@ -2333,7 +2198,6 @@ version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
     {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
@@ -2357,7 +2221,6 @@ version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
     {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
@@ -2378,7 +2241,6 @@ version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
     {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
@@ -2390,7 +2252,6 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 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"},
@@ -2415,7 +2276,6 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "docs"]
 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"},
@@ -2486,7 +2346,6 @@ version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 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"},
@@ -2501,7 +2360,6 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2513,7 +2371,6 @@ version = "0.4.2"
 description = "Collection of plugins for markdown-it-py"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
     {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
@@ -2533,7 +2390,6 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2545,8 +2401,6 @@ version = "1.5.0"
 description = "Python Client SDK for the Mistral AI API."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"mistralai\""
 files = [
     {file = "mistralai-1.5.0-py3-none-any.whl", hash = "sha256:9372537719f87bd6f9feef4747d0bf1f4fbe971f8c02945ca4b4bf3c94571c97"},
     {file = "mistralai-1.5.0.tar.gz", hash = "sha256:fd94bc93bc25aad9c6dd8005b1a0bc4ba1250c6b3fbf855a49936989cc6e5c0d"},
@@ -2569,7 +2423,6 @@ version = "3.1.1"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "mistune-3.1.1-py3-none-any.whl", hash = "sha256:02106ac2aa4f66e769debbfa028509a275069dcffce0dfa578edd7b991ee700a"},
     {file = "mistune-3.1.1.tar.gz", hash = "sha256:e0740d635f515119f7d1feb6f9b192ee60f0cc649f80a8f944f905706a21654c"},
@@ -2584,7 +2437,6 @@ version = "0.4.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "ml_dtypes-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1fe8b5b5e70cd67211db94b05cfd58dace592f24489b038dc6f9fe347d2e07d5"},
     {file = "ml_dtypes-0.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8c09a6d11d8475c2a9fd2bc0695628aec105f97cab3b3a3fb7c9660348ff7d24"},
@@ -2622,8 +2474,6 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -2641,8 +2491,6 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -2747,7 +2595,6 @@ version = "1.9.0"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "mypy-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f8a67616990062232ee4c3952f41c779afac41405806042a8126fe96e098419f"},
     {file = "mypy-1.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d357423fa57a489e8c47b7c85dfb96698caba13d66e086b412298a1a0ea3b0ed"},
@@ -2795,12 +2642,10 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
-groups = ["main", "dev"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
-markers = {main = "extra == \"mistralai\""}
 
 [[package]]
 name = "myst-nb"
@@ -2808,7 +2653,6 @@ version = "1.2.0"
 description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdown parser."
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "myst_nb-1.2.0-py3-none-any.whl", hash = "sha256:0e09909877848c0cf45e1aecee97481512efa29a0c4caa37870a03bba11c56c1"},
     {file = "myst_nb-1.2.0.tar.gz", hash = "sha256:af459ec753b341952182b45b0a80b4776cebf80c9ee6aaca2a3f4027b440c9de"},
@@ -2837,7 +2681,6 @@ version = "3.0.1"
 description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "myst_parser-3.0.1-py3-none-any.whl", hash = "sha256:6457aaa33a5d474aca678b8ead9b3dc298e89c68e67012e73146ea6fd54babf1"},
     {file = "myst_parser-3.0.1.tar.gz", hash = "sha256:88f0cb406cb363b077d176b51c476f62d60604d68a8dcdf4832e080441301a87"},
@@ -2864,7 +2707,6 @@ version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.9.0"
-groups = ["docs"]
 files = [
     {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
     {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
@@ -2887,7 +2729,6 @@ version = "7.16.6"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "nbconvert-7.16.6-py3-none-any.whl", hash = "sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b"},
     {file = "nbconvert-7.16.6.tar.gz", hash = "sha256:576a7e37c6480da7b8465eefa66c17844243816ce1ccc372633c6b71c3c0f582"},
@@ -2925,7 +2766,6 @@ version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
     {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
@@ -2947,7 +2787,6 @@ version = "0.9.6"
 description = "Jupyter Notebook Tools for Sphinx"
 optional = false
 python-versions = ">=3.6"
-groups = ["docs"]
 files = [
     {file = "nbsphinx-0.9.6-py3-none-any.whl", hash = "sha256:336b0b557945a7678ec7449b16449f854bc852a435bb53b8a72e6b5dc740d992"},
     {file = "nbsphinx-0.9.6.tar.gz", hash = "sha256:c2b28a2d702f1159a95b843831798e86e60a17fc647b9bff9ba1585355de54e3"},
@@ -2967,7 +2806,6 @@ version = "0.11.0"
 description = "A py.test plugin to validate Jupyter notebooks"
 optional = false
 python-versions = ">=3.7, <4"
-groups = ["dev"]
 files = [
     {file = "nbval-0.11.0-py2.py3-none-any.whl", hash = "sha256:307aecc866c9a1e8a13bb5bbb008a702bacfda2394dff6fe504a3108a58042a0"},
     {file = "nbval-0.11.0.tar.gz", hash = "sha256:77c95797607b0a968babd2597ee3494102d25c3ad37435debbdac0e46e379094"},
@@ -2986,7 +2824,6 @@ version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
-groups = ["dev", "docs"]
 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"},
@@ -2998,8 +2835,6 @@ version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
     {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
@@ -3018,7 +2853,6 @@ 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"},
@@ -3030,8 +2864,6 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version < \"3.12\""
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -3077,8 +2909,6 @@ version = "2.2.2"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.12\""
 files = [
     {file = "numpy-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7079129b64cb78bdc8d611d1fd7e8002c0a2565da6a47c4df8062349fee90e3e"},
     {file = "numpy-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ec6c689c61df613b783aeb21f945c4cbe6c51c28cb70aae8430577ab39f163e"},
@@ -3143,8 +2973,6 @@ version = "12.4.5.8"
 description = "CUBLAS native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0f8aa1706812e00b9f19dfe0cdb3999b092ccb8ca168c0db5b8ea712456fd9b3"},
     {file = "nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl", hash = "sha256:2fc8da60df463fdefa81e323eef2e36489e1c94335b5358bcb38360adf75ac9b"},
@@ -3157,8 +2985,6 @@ version = "12.4.127"
 description = "CUDA profiling tools runtime libs."
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:79279b35cf6f91da114182a5ce1864997fd52294a87a16179ce275773799458a"},
     {file = "nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:9dec60f5ac126f7bb551c055072b69d85392b13311fcc1bcda2202d172df30fb"},
@@ -3171,8 +2997,6 @@ version = "12.4.127"
 description = "NVRTC native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0eedf14185e04b76aa05b1fea04133e59f465b6f960c0cbf4e37c3cb6b0ea198"},
     {file = "nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a178759ebb095827bd30ef56598ec182b85547f1508941a3d560eb7ea1fbf338"},
@@ -3185,8 +3009,6 @@ version = "12.4.127"
 description = "CUDA Runtime native Libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:961fe0e2e716a2a1d967aab7caee97512f71767f852f67432d572e36cb3a11f3"},
     {file = "nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:64403288fa2136ee8e467cdc9c9427e0434110899d07c779f25b5c068934faa5"},
@@ -3199,8 +3021,6 @@ version = "9.1.0.70"
 description = "cuDNN runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f"},
     {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-win_amd64.whl", hash = "sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a"},
@@ -3215,8 +3035,6 @@ version = "11.2.1.3"
 description = "CUFFT native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_aarch64.whl", hash = "sha256:5dad8008fc7f92f5ddfa2101430917ce2ffacd86824914c82e28990ad7f00399"},
     {file = "nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f083fc24912aa410be21fa16d157fed2055dab1cc4b6934a0e03cba69eb242b9"},
@@ -3232,8 +3050,6 @@ version = "10.3.5.147"
 description = "CURAND native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1f173f09e3e3c76ab084aba0de819c49e56614feae5c12f69883f4ae9bb5fad9"},
     {file = "nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a88f583d4e0bb643c49743469964103aa59f7f708d862c3ddb0fc07f851e3b8b"},
@@ -3246,8 +3062,6 @@ version = "11.6.1.9"
 description = "CUDA solver native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_aarch64.whl", hash = "sha256:d338f155f174f90724bbde3758b7ac375a70ce8e706d70b018dd3375545fc84e"},
     {file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl", hash = "sha256:19e33fa442bcfd085b3086c4ebf7e8debc07cfe01e11513cc6d332fd918ac260"},
@@ -3265,8 +3079,6 @@ version = "12.3.1.170"
 description = "CUSPARSE native runtime libraries"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_aarch64.whl", hash = "sha256:9d32f62896231ebe0480efd8a7f702e143c98cfaa0e8a76df3386c1ba2b54df3"},
     {file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl", hash = "sha256:ea4f11a2904e2a8dc4b1833cc1b5181cde564edd0d5cd33e3c168eff2d1863f1"},
@@ -3282,8 +3094,6 @@ version = "0.6.2"
 description = "NVIDIA cuSPARSELt"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:067a7f6d03ea0d4841c85f0c6f1991c5dda98211f6302cb83a4ab234ee95bef8"},
     {file = "nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:df2c24502fd76ebafe7457dbc4716b2fec071aabaed4fb7691a201cde03704d9"},
@@ -3296,8 +3106,6 @@ version = "2.21.5"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:8579076d30a8c24988834445f8d633c697d42397e92ffc3f63fa26766d25e0a0"},
 ]
@@ -3308,8 +3116,6 @@ version = "12.4.127"
 description = "Nvidia JIT LTO Library"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4abe7fef64914ccfa909bc2ba39739670ecc9e820c83ccc7a6ed414122599b83"},
     {file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:06b3b9b25bf3f8af351d664978ca26a16d2c5127dbd53c0497e28d1fb9611d57"},
@@ -3322,8 +3128,6 @@ version = "12.4.127"
 description = "NVIDIA Tools Extension"
 optional = true
 python-versions = ">=3"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7959ad635db13edf4fc65c06a6e9f9e55fc2f92596db928d169c0bb031e88ef3"},
     {file = "nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:781e950d9b9f60d8241ccea575b32f5105a5baf4c2351cab5256a24869f12a1a"},
@@ -3336,8 +3140,6 @@ version = "1.61.1"
 description = "The official Python library for the openai API"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"openai\""
 files = [
     {file = "openai-1.61.1-py3-none-any.whl", hash = "sha256:72b0826240ce26026ac2cd17951691f046e5be82ad122d20a8e1b30ca18bd11e"},
     {file = "openai-1.61.1.tar.gz", hash = "sha256:ce1851507218209961f89f3520e06726c0aa7d0512386f0f977e3ac3e4f2472e"},
@@ -3363,12 +3165,10 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
-markers = {main = "extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\""}
 
 [[package]]
 name = "pandocfilters"
@@ -3376,7 +3176,6 @@ version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["docs"]
 files = [
     {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
     {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
@@ -3388,7 +3187,6 @@ version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
-groups = ["dev", "docs"]
 files = [
     {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
     {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
@@ -3404,7 +3202,6 @@ 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"},
@@ -3416,8 +3213,6 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
-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"},
@@ -3432,8 +3227,6 @@ version = "11.1.0"
 description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
     {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
@@ -3522,7 +3315,6 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -3539,7 +3331,6 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -3555,7 +3346,6 @@ version = "4.1.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
 files = [
     {file = "pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b"},
     {file = "pre_commit-4.1.0.tar.gz", hash = "sha256:ae3f018575a588e30dfddfab9a05448bfbd6b73d78709617b5a2b853549716d4"},
@@ -3574,7 +3364,6 @@ version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev", "docs"]
 files = [
     {file = "prompt_toolkit-3.0.50-py3-none-any.whl", hash = "sha256:9b6427eb19e479d98acff65196a307c555eb567989e6d88ebbb1b509d9779198"},
     {file = "prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab"},
@@ -3589,8 +3378,6 @@ version = "0.2.1"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
@@ -3682,8 +3469,6 @@ version = "1.26.0"
 description = "Beautiful, Pythonic protocol buffers"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "proto_plus-1.26.0-py3-none-any.whl", hash = "sha256:bf2dfaa3da281fc3187d12d224c707cb57214fb2c22ba854eb0c105a3fb2d4d7"},
     {file = "proto_plus-1.26.0.tar.gz", hash = "sha256:6e93d5f5ca267b54300880fff156b6a3386b3fa3f43b1da62e680fc0c586ef22"},
@@ -3701,8 +3486,6 @@ version = "5.29.3"
 description = ""
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
     {file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
@@ -3723,7 +3506,6 @@ version = "6.1.1"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["dev", "docs"]
 files = [
     {file = "psutil-6.1.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8"},
     {file = "psutil-6.1.1-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:ca9609c77ea3b8481ab005da74ed894035936223422dc591d6772b147421f777"},
@@ -3754,8 +3536,6 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
-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"},
@@ -3767,7 +3547,6 @@ version = "0.2.3"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
 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"},
@@ -3782,8 +3561,6 @@ 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 == \"vertexai\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -3795,8 +3572,6 @@ version = "0.4.1"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
     {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"},
@@ -3811,12 +3586,10 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
-markers = {dev = "implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\"", docs = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "pydantic"
@@ -3824,7 +3597,6 @@ version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
@@ -3845,7 +3617,6 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -3958,7 +3729,6 @@ version = "0.15.4"
 description = "Bootstrap-based Sphinx theme from the PyData community"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
     {file = "pydata_sphinx_theme-0.15.4-py3-none-any.whl", hash = "sha256:2136ad0e9500d0949f96167e63f3e298620040aea8f9c74621959eda5d4cf8e6"},
     {file = "pydata_sphinx_theme-0.15.4.tar.gz", hash = "sha256:7762ec0ac59df3acecf49fd2f889e1b4565dbce8b88b2e29ee06fdd90645a06d"},
@@ -3987,7 +3757,6 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
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@@ -4002,7 +3771,6 @@ version = "3.3.4"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
-groups = ["dev"]
 files = [
     {file = "pylint-3.3.4-py3-none-any.whl", hash = "sha256:289e6a1eb27b453b08436478391a48cd53bb0efb824873f949e709350f3de018"},
     {file = "pylint-3.3.4.tar.gz", hash = "sha256:74ae7a38b177e69a9b525d0794bd8183820bfa7eb68cc1bee6e8ed22a42be4ce"},
@@ -4033,8 +3801,6 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "sys_platform == \"win32\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
     {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
@@ -4049,7 +3815,6 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -4072,7 +3837,6 @@ 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"},
@@ -4091,7 +3855,6 @@ version = "3.6.1"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "pytest_xdist-3.6.1-py3-none-any.whl", hash = "sha256:9ed4adfb68a016610848639bb7e02c9352d5d9f03d04809919e2dafc3be4cca7"},
     {file = "pytest_xdist-3.6.1.tar.gz", hash = "sha256:ead156a4db231eec769737f57668ef58a2084a34b2e55c4a8fa20d861107300d"},
@@ -4113,12 +3876,10 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
-markers = {main = "extra == \"vertexai\" or extra == \"mistralai\" or extra == \"bedrock\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -4129,7 +3890,6 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -4144,7 +3904,6 @@ version = "3.0.0"
 description = "Universally unique lexicographically sortable identifier"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "python_ulid-3.0.0-py3-none-any.whl", hash = "sha256:e4c4942ff50dbd79167ad01ac725ec58f924b4018025ce22c858bfcff99a5e31"},
     {file = "python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f"},
@@ -4159,7 +3918,6 @@ version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
 files = [
     {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
     {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
@@ -4180,7 +3938,6 @@ files = [
     {file = "pywin32-308-cp39-cp39-win32.whl", hash = "sha256:7873ca4dc60ab3287919881a7d4f88baee4a6e639aa6962de25a98ba6b193341"},
     {file = "pywin32-308-cp39-cp39-win_amd64.whl", hash = "sha256:71b3322d949b4cc20776436a9c9ba0eeedcbc9c650daa536df63f0ff111bb920"},
 ]
-markers = {dev = "sys_platform == \"win32\"", docs = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pyyaml"
@@ -4188,7 +3945,6 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs"]
 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"},
@@ -4251,7 +4007,6 @@ version = "26.2.1"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev", "docs"]
 files = [
     {file = "pyzmq-26.2.1-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:f39d1227e8256d19899d953e6e19ed2ccb689102e6d85e024da5acf410f301eb"},
     {file = "pyzmq-26.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a23948554c692df95daed595fdd3b76b420a4939d7a8a28d6d7dea9711878641"},
@@ -4373,7 +4128,6 @@ version = "5.2.1"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "redis-5.2.1-py3-none-any.whl", hash = "sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4"},
     {file = "redis-5.2.1.tar.gz", hash = "sha256:16f2e22dff21d5125e8481515e386711a34cbec50f0e44413dd7d9c060a54e0f"},
@@ -4392,7 +4146,6 @@ version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
     {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
@@ -4409,8 +4162,6 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 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"},
@@ -4514,12 +4265,10 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
 ]
-markers = {main = "extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\""}
 
 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -4537,7 +4286,6 @@ version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -4650,8 +4398,6 @@ version = "4.9"
 description = "Pure-Python RSA implementation"
 optional = true
 python-versions = ">=3.6,<4"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -4666,8 +4412,6 @@ version = "0.11.2"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"bedrock\""
 files = [
     {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
     {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
@@ -4685,8 +4429,6 @@ version = "0.5.2"
 description = ""
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "safetensors-0.5.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:45b6092997ceb8aa3801693781a71a99909ab9cc776fbc3fa9322d29b1d3bef2"},
     {file = "safetensors-0.5.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:6d0d6a8ee2215a440e1296b843edf44fd377b055ba350eaba74655a2fe2c4bae"},
@@ -4724,8 +4466,6 @@ version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 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"},
@@ -4780,8 +4520,6 @@ version = "1.13.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "scipy-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:20335853b85e9a49ff7572ab453794298bcf0354d8068c5f6775a0eabf350aca"},
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@@ -4824,8 +4562,6 @@ version = "1.15.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" and python_version >= \"3.10\""
 files = [
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@@ -4883,8 +4619,6 @@ version = "3.4.1"
 description = "State-of-the-Art Text Embeddings"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
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@@ -4912,8 +4646,6 @@ version = "75.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" and python_version >= \"3.12\""
 files = [
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@@ -4934,8 +4666,6 @@ version = "2.0.7"
 description = "Manipulation and analysis of geometric objects"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"vertexai\""
 files = [
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@@ -4994,12 +4724,10 @@ 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", "docs"]
 files = [
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 ]
-markers = {main = "extra == \"vertexai\" or extra == \"mistralai\" or extra == \"bedrock\""}
 
 [[package]]
 name = "sniffio"
@@ -5007,8 +4735,6 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\""
 files = [
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@@ -5020,7 +4746,6 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = false
 python-versions = "*"
-groups = ["docs"]
 files = [
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@@ -5032,7 +4757,6 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
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@@ -5044,7 +4768,6 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -5081,7 +4804,6 @@ version = "0.5.2"
 description = "Add a copy button to each of your code cells."
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
 files = [
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@@ -5100,7 +4822,6 @@ version = "0.5.0"
 description = "A sphinx extension for designing beautiful, view size responsive web components."
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
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@@ -5124,7 +4845,6 @@ version = "1.0.1"
 description = "Sphinx Extension adding support for custom favicons"
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
 files = [
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@@ -5144,7 +4864,6 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -5161,7 +4880,6 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -5178,7 +4896,6 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -5195,7 +4912,6 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
-groups = ["docs"]
 files = [
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@@ -5210,7 +4926,6 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
-groups = ["docs"]
 files = [
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@@ -5227,7 +4942,6 @@ 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 = ["docs"]
 files = [
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@@ -5244,7 +4958,6 @@ version = "2.0.38"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
-groups = ["docs"]
 files = [
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@@ -5278,16 +4991,27 @@ files = [
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@@ -5329,7 +5053,6 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
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@@ -5349,8 +5072,6 @@ version = "1.13.1"
 description = "Computer algebra system (CAS) in Python"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
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@@ -5368,7 +5089,6 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "docs"]
 files = [
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@@ -5383,7 +5103,6 @@ version = "9.0.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
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@@ -5399,7 +5118,6 @@ version = "4.9.1"
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["dev"]
 files = [
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@@ -5453,8 +5171,6 @@ version = "3.5.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
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@@ -5466,7 +5182,6 @@ version = "1.4.0"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.8"
-groups = ["docs"]
 files = [
     {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"},
     {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"},
@@ -5485,8 +5200,6 @@ version = "0.21.0"
 description = ""
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" or extra == \"cohere\""
 files = [
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"},
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f53ea537c925422a2e0e92a24cce96f6bc5046bbef24a1652a5edc8ba975f62e"},
@@ -5519,8 +5232,6 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
-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"},
@@ -5562,7 +5273,6 @@ version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
     {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
@@ -5574,8 +5284,6 @@ version = "2.6.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = true
 python-versions = ">=3.9.0"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "torch-2.6.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:6860df13d9911ac158f4c44031609700e1eba07916fff62e21e6ffa0a9e01961"},
     {file = "torch-2.6.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:c4f103a49830ce4c7561ef4434cc7926e5a5fe4e5eb100c19ab36ea1e2b634ab"},
@@ -5632,7 +5340,6 @@ version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
@@ -5653,8 +5360,6 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"openai\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5676,7 +5381,6 @@ version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "docs"]
 files = [
     {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
     {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
@@ -5692,8 +5396,6 @@ version = "4.48.3"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.9.0"
-groups = ["main"]
-markers = "extra == \"sentence-transformers\""
 files = [
     {file = "transformers-4.48.3-py3-none-any.whl", hash = "sha256:78697f990f5ef350c23b46bf86d5081ce96b49479ab180b2de7687267de8fd36"},
     {file = "transformers-4.48.3.tar.gz", hash = "sha256:a5e8f1e9a6430aa78215836be70cecd3f872d99eeda300f41ad6cc841724afdb"},
@@ -5763,8 +5465,6 @@ version = "3.2.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
 files = [
     {file = "triton-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3e54983cd51875855da7c68ec05c05cf8bb08df361b1d5b69e05e40b0c9bd62"},
     {file = "triton-3.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8009a1fb093ee8546495e96731336a33fb8856a38e45bb4ab6affd6dbc3ba220"},
@@ -5784,7 +5484,6 @@ version = "1.16.0.20241221"
 description = "Typing stubs for cffi"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_cffi-1.16.0.20241221-py3-none-any.whl", hash = "sha256:e5b76b4211d7a9185f6ab8d06a106d56c7eb80af7cdb8bfcb4186ade10fb112f"},
     {file = "types_cffi-1.16.0.20241221.tar.gz", hash = "sha256:1c96649618f4b6145f58231acb976e0b448be6b847f7ab733dabe62dfbff6591"},
@@ -5799,7 +5498,6 @@ version = "24.1.0.20240722"
 description = "Typing stubs for pyOpenSSL"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types-pyOpenSSL-24.1.0.20240722.tar.gz", hash = "sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39"},
     {file = "types_pyOpenSSL-24.1.0.20240722-py3-none-any.whl", hash = "sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54"},
@@ -5815,7 +5513,6 @@ version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -5827,7 +5524,6 @@ version = "4.6.0.20241004"
 description = "Typing stubs for redis"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types-redis-4.6.0.20241004.tar.gz", hash = "sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e"},
     {file = "types_redis-4.6.0.20241004-py3-none-any.whl", hash = "sha256:ef5da68cb827e5f606c8f9c0b49eeee4c2669d6d97122f301d3a55dc6a63f6ed"},
@@ -5843,8 +5539,6 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = true
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version < \"3.10\" and 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"},
@@ -5859,8 +5553,6 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = true
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"cohere\" and python_version >= \"3.10\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -5875,7 +5567,6 @@ version = "75.8.0.20250210"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
 files = [
     {file = "types_setuptools-75.8.0.20250210-py3-none-any.whl", hash = "sha256:a217d7b4d59be04c29e23d142c959a0f85e71292fd3fc4313f016ca11f0b56dc"},
     {file = "types_setuptools-75.8.0.20250210.tar.gz", hash = "sha256:c1547361b2441f07c94e25dce8a068e18c611593ad4b6fdd727b1a8f5d1fda33"},
@@ -5887,7 +5578,6 @@ version = "0.9.0.20241207"
 description = "Typing stubs for tabulate"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "types_tabulate-0.9.0.20241207-py3-none-any.whl", hash = "sha256:b8dad1343c2a8ba5861c5441370c3e35908edd234ff036d4298708a1d4cf8a85"},
     {file = "types_tabulate-0.9.0.20241207.tar.gz", hash = "sha256:ac1ac174750c0a385dfd248edc6279fa328aaf4ea317915ab879a2ec47833230"},
@@ -5899,8 +5589,6 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "python_version < \"3.10\" and 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"},
@@ -5912,7 +5600,6 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -5924,8 +5611,6 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = true
 python-versions = "*"
-groups = ["main"]
-markers = "extra == \"mistralai\""
 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"},
@@ -5941,12 +5626,10 @@ 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", "docs"]
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
-markers = {main = "extra == \"sentence-transformers\" and python_version < \"3.10\" or extra == \"cohere\" and python_version < \"3.10\" or extra == \"vertexai\" and python_version < \"3.10\" or extra == \"voyageai\" and python_version < \"3.10\" or extra == \"bedrock\" and python_version < \"3.10\"", dev = "python_version < \"3.10\"", docs = "python_version < \"3.10\""}
 
 [package.extras]
 brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
@@ -5959,12 +5642,10 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "docs"]
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
-markers = {main = "(extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"bedrock\") and python_version >= \"3.10\"", dev = "python_version >= \"3.10\"", docs = "python_version >= \"3.10\""}
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
@@ -5978,7 +5659,6 @@ version = "20.29.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 files = [
     {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
     {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
@@ -5999,8 +5679,6 @@ version = "0.2.4"
 description = ""
 optional = true
 python-versions = "<4.0.0,>=3.7.1"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "voyageai-0.2.4-py3-none-any.whl", hash = "sha256:e3070e5c78dec89adae43231334b4637aa88933dad99b1c33d3219fdfc94dfa4"},
     {file = "voyageai-0.2.4.tar.gz", hash = "sha256:b9911d8629e8a4e363291c133482fead49a3536afdf1e735f3ab3aaccd8d250d"},
@@ -6019,7 +5697,6 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
-groups = ["dev", "docs"]
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -6031,7 +5708,6 @@ version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
 python-versions = "*"
-groups = ["docs"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -6043,7 +5719,6 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
 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"},
@@ -6132,8 +5807,6 @@ version = "1.18.3"
 description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"voyageai\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -6230,12 +5903,10 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "docs"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
-markers = {dev = "python_version < \"3.10\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
@@ -6255,6 +5926,6 @@ vertexai = ["google-cloud-aiplatform", "protobuf"]
 voyageai = ["voyageai"]
 
 [metadata]
-lock-version = "2.1"
+lock-version = "2.0"
 python-versions = ">=3.9,<3.14"
-content-hash = "bca983a493824ac52308e35cd29108d855d868c953cf1375aa01a1a90938c826"
+content-hash = "0b43ce7844c10cc76fa735c9ba0d502efedce746d724b55c0084c3c96273fa4f"
diff --git a/pyproject.toml b/pyproject.toml
index 64b4cda9..4b5a6c4f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,6 +45,7 @@ cohere = { version = ">=4.44", optional = true }
 mistralai = { version = ">=1.0.0", optional = true }
 voyageai = { version = ">=0.2.2", optional = true }
 boto3 = { version = "^1.36.0", optional = true, extras = ["bedrock"] }
+Pillow = { version = ">=10.0.0", optional = true }
 
 [tool.poetry.extras]
 openai = ["openai"]
diff --git a/redisvl/utils/vectorize/base.py b/redisvl/utils/vectorize/base.py
index 189b6e1a..166c2075 100644
--- a/redisvl/utils/vectorize/base.py
+++ b/redisvl/utils/vectorize/base.py
@@ -2,7 +2,8 @@
 from enum import Enum
 from typing import Callable, List, Optional, Union
 
-from pydantic import BaseModel, Field, field_validator
+from PIL import Image
+from pydantic import BaseModel, Field, HttpUrl, field_validator
 
 from redisvl.redis.utils import array_to_buffer
 from redisvl.schema.fields import VectorDataType
@@ -147,3 +148,134 @@ def _process_embedding(self, embedding: List[float], as_buffer: bool, dtype: str
         if as_buffer:
             return array_to_buffer(embedding, dtype)
         return embedding
+
+
+class BaseMultimodalVectorizer(BaseModel, ABC):
+    """Base vectorizer interface."""
+
+    model: str
+    dtype: str = "float32"
+    dims: Optional[int] = None
+
+    @property
+    def type(self) -> str:
+        return "base"
+
+    @field_validator("dtype")
+    @classmethod
+    def check_dtype(cls, dtype):
+        try:
+            VectorDataType(dtype.upper())
+        except ValueError:
+            raise ValueError(
+                f"Invalid data type: {dtype}. Supported types are: {[t.lower() for t in VectorDataType]}"
+            )
+        return dtype
+
+    @field_validator("dims")
+    @classmethod
+    def check_dims(cls, value):
+        """Ensures the dims are a positive integer."""
+        if value <= 0:
+            raise ValueError("Dims must be a positive integer.")
+        return value
+
+    @abstractmethod
+    def embed(
+        self,
+        content: List[Union[str, HttpUrl, Image]],
+        preprocess: Optional[Callable] = None,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[float], bytes]:
+        """Embed a chunk of text.
+
+        Args:
+            content: The content to embed. It is s alist of texts or Images
+            preprocess: Optional function to preprocess text
+            as_buffer: If True, returns a bytes object instead of a list
+
+        Returns:
+            Union[List[float], bytes]: Embedding as a list of floats, or as a bytes
+            object if as_buffer=True
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def embed_many(
+        self,
+        contents: List[List[Union[str, HttpUrl, Image]]],
+        preprocess: Optional[Callable] = None,
+        batch_size: int = 10,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[List[float]], List[bytes]]:
+        """Embed multiple chunks of text.
+
+        Args:
+            contents: List of contents to embed
+            preprocess: Optional function to preprocess text
+            batch_size: Number of texts to process in each batch
+            as_buffer: If True, returns each embedding as a bytes object
+
+        Returns:
+            Union[List[List[float]], List[bytes]]: List of embeddings as lists of floats,
+            or as bytes objects if as_buffer=True
+        """
+        raise NotImplementedError
+
+    async def aembed_many(
+        self,
+        contents: List[List[Union[str, HttpUrl, Image]]],
+        preprocess: Optional[Callable] = None,
+        batch_size: int = 10,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[List[float]], List[bytes]]:
+        """Asynchronously embed multiple chunks of text.
+
+        Args:
+            contents: List of contents to embed
+            preprocess: Optional function to preprocess text
+            batch_size: Number of texts to process in each batch
+            as_buffer: If True, returns each embedding as a bytes object
+
+        Returns:
+            Union[List[List[float]], List[bytes]]: List of embeddings as lists of floats,
+            or as bytes objects if as_buffer=True
+        """
+        # Fallback to standard embedding call if no async support
+        return self.embed_many(contents, preprocess, batch_size, as_buffer, **kwargs)
+
+    async def aembed(
+        self,
+        content: List[Union[str, HttpUrl, Image]],
+        preprocess: Optional[Callable] = None,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[float], bytes]:
+        """Asynchronously embed a chunk of text.
+
+        Args:
+            content: The content to embed. It is s alist of texts or Images
+            preprocess: Optional function to preprocess text
+            as_buffer: If True, returns a bytes object instead of a list
+
+        Returns:
+            Union[List[float], bytes]: Embedding as a list of floats, or as a bytes
+            object if as_buffer=True
+        """
+        # Fallback to standard embedding call if no async support
+        return self.embed(content, preprocess, as_buffer, **kwargs)
+
+    def batchify(self, seq: list, size: int, preprocess: Optional[Callable] = None):
+        for pos in range(0, len(seq), size):
+            if preprocess is not None:
+                yield [preprocess(chunk) for chunk in seq[pos : pos + size]]
+            else:
+                yield seq[pos : pos + size]
+
+    def _process_embedding(self, embedding: List[float], as_buffer: bool, dtype: str):
+        if as_buffer:
+            return array_to_buffer(embedding, dtype)
+        return embedding
diff --git a/redisvl/utils/vectorize/multimodal/__init__.py b/redisvl/utils/vectorize/multimodal/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/redisvl/utils/vectorize/multimodal/voyageai.py b/redisvl/utils/vectorize/multimodal/voyageai.py
new file mode 100644
index 00000000..2df4b3f3
--- /dev/null
+++ b/redisvl/utils/vectorize/multimodal/voyageai.py
@@ -0,0 +1,350 @@
+import os
+from typing import Any, Callable, Dict, List, Optional, Union
+
+from PIL import Image
+from pydantic import HttpUrl, PrivateAttr
+from tenacity import retry, stop_after_attempt, wait_random_exponential
+from tenacity.retry import retry_if_not_exception_type
+
+from redisvl.utils.utils import deprecated_argument
+from redisvl.utils.vectorize.base import BaseMultimodalVectorizer
+
+# ignore that voyageai isn't imported
+# mypy: disable-error-code="name-defined"
+
+
+class VoyageAIMultimodalVectorizer(BaseMultimodalVectorizer):
+    """The VoyageAIMultimodalVectorizer class utilizes VoyageAI's API to generate
+    embeddings for text or image data.
+
+    This vectorizer is designed to interact with VoyageAI's /multimodalembeddings API,
+    requiring an API key for authentication. The key can be provided
+    directly in the `api_config` dictionary or through the `VOYAGE_API_KEY`
+    environment variable. User must obtain an API key from VoyageAI's website
+    (https://dash.voyageai.com/). Additionally, the `voyageai` python
+    client must be installed with `pip install voyageai`.
+
+    The vectorizer supports both synchronous and asynchronous operations, allows for batch
+    processing of texts and flexibility in handling preprocessing tasks.
+
+    .. code-block:: python
+
+        from redisvl.utils.vectorize import VoyageAITextVectorizer
+
+        vectorizer = VoyageAIMultimodalVectorizer(
+            model="voyage-multimodal-3",
+            api_config={"api_key": "your-voyageai-api-key"} # OR set VOYAGE_API_KEY in your env
+        )
+        query_embedding = vectorizer.embed(
+            text="your input query text here",
+            input_type="query"
+        )
+        doc_embeddings = vectorizer.embed_many(
+            texts=["your document text", "more document text"],
+            input_type="document"
+        )
+
+    """
+
+    _client: Any = PrivateAttr()
+    _aclient: Any = PrivateAttr()
+
+    def __init__(
+        self,
+        model: str,
+        api_config: Optional[Dict] = None,
+        dtype: str = "float32",
+        **kwargs,
+    ):
+        """Initialize the VoyageAI vectorizer.
+
+        Visit https://docs.voyageai.com/docs/multimodal-embeddings to learn about embeddings and check the available models.
+
+        Args:
+            model (str): Model to use for embedding. Defaults to "voyage-large-2".
+            api_config (Optional[Dict], optional): Dictionary containing the API key.
+                Defaults to None.
+            dtype (str): the default datatype to use when embedding text as byte arrays.
+                Used when setting `as_buffer=True` in calls to embed() and embed_many().
+                Defaults to 'float32'.
+
+        Raises:
+            ImportError: If the voyageai library is not installed.
+            ValueError: If the API key is not provided.
+
+        """
+        super().__init__(model=model, dtype=dtype)
+        # Init client
+        self._initialize_client(api_config, **kwargs)
+        # Set model dimensions after init
+        self.dims = self._set_model_dims()
+
+    def _initialize_client(self, api_config: Optional[Dict], **kwargs):
+        """
+        Setup the VoyageAI clients using the provided API key or an
+        environment variable.
+        """
+        if api_config is None:
+            api_config = {}
+
+        # Dynamic import of the voyageai module
+        try:
+            from voyageai import AsyncClient, Client
+        except ImportError:
+            raise ImportError(
+                "VoyageAI vectorizer requires the voyageai library. \
+                    Please install with `pip install voyageai`"
+            )
+
+        # Fetch the API key from api_config or environment variable
+        api_key = (
+            api_config.get("api_key") if api_config else os.getenv("VOYAGE_API_KEY")
+        )
+        if not api_key:
+            raise ValueError(
+                "VoyageAI API key is required. "
+                "Provide it in api_config or set the VOYAGE_API_KEY environment variable."
+            )
+        self._client = Client(api_key=api_key, **kwargs)
+        self._aclient = AsyncClient(api_key=api_key, **kwargs)
+
+    def _set_model_dims(self) -> int:
+        try:
+            embedding = self.embed(["dimension check"], input_type="document")
+        except (KeyError, IndexError) as ke:
+            raise ValueError(f"Unexpected response from the VoyageAI API: {str(ke)}")
+        except Exception as e:  # pylint: disable=broad-except
+            # fall back (TODO get more specific)
+            raise ValueError(f"Error setting embedding model dimensions: {str(e)}")
+        return len(embedding)
+
+    @deprecated_argument("dtype")
+    def embed(
+        self,
+        content: List[Union[str, HttpUrl, Image]],
+        preprocess: Optional[Callable] = None,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[float], bytes]:
+        """Embed a chunk of text using the VoyageAI Embeddings API.
+
+        Can provide the embedding `input_type` as a `kwarg` to this method
+        that specifies the type of input you're giving to the model. For retrieval/search use cases,
+        we recommend specifying this argument when encoding queries or documents to enhance retrieval quality.
+        Embeddings generated with and without the input_type argument are compatible.
+
+        Supported input types are ``document`` and ``query``
+
+        When hydrating your Redis DB, the documents you want to search over
+        should be embedded with input_type="document" and when you are
+        querying the database, you should set the input_type="query".
+
+        Args:
+            content (List[Union[str, HttpUrl, Image]]): The content to embed.
+            preprocess (Optional[Callable], optional): Optional preprocessing callable to
+                perform before vectorization. Defaults to None.
+            as_buffer (bool, optional): Whether to convert the raw embedding
+                to a byte string. Defaults to False.
+            truncation (bool): Whether to truncate the input texts to fit within the context length.
+                Check https://docs.voyageai.com/docs/multimodal-embeddings
+
+        Returns:
+            Union[List[float], bytes]: Embedding as a list of floats, or as a bytes
+            object if as_buffer=True
+
+        Raises:
+            TypeError: If an invalid input_type is provided.
+        """
+        return self.embed_many(
+            contents=[content], preprocess=preprocess, as_buffer=as_buffer, **kwargs
+        )[0]
+
+    @retry(
+        wait=wait_random_exponential(min=1, max=60),
+        stop=stop_after_attempt(6),
+        retry=retry_if_not_exception_type(TypeError),
+    )
+    @deprecated_argument("dtype")
+    def embed_many(
+        self,
+        contents: List[List[Union[str, HttpUrl, Image]]],
+        preprocess: Optional[Callable] = None,
+        batch_size: int = 10,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[List[float]], List[bytes]]:
+        """Embed many chunks of text using the VoyageAI Embeddings API.
+
+        Can provide the embedding `input_type` as a `kwarg` to this method
+        that specifies the type of input you're giving to the model. For retrieval/search use cases,
+        we recommend specifying this argument when encoding queries or documents to enhance retrieval quality.
+        Embeddings generated with and without the input_type argument are compatible.
+
+        Supported input types are ``document`` and ``query``
+
+        When hydrating your Redis DB, the documents you want to search over
+        should be embedded with input_type="document" and when you are
+        querying the database, you should set the input_type="query".
+
+        Args:
+            contents (List[List[Union[str, HttpUrl, Image]]]): List of contents chunks to embed.
+            preprocess (Optional[Callable], optional): Optional preprocessing callable to
+                perform before vectorization. Defaults to None.
+            batch_size (int, optional): Batch size of texts to use when creating
+                embeddings. .
+            as_buffer (bool, optional): Whether to convert the raw embedding
+                to a byte string. Defaults to False.
+            input_type (str): Specifies the type of input passed to the model.
+            truncation (bool): Whether to truncate the input texts to fit within the context length.
+                Check https://docs.voyageai.com/docs/embeddings
+
+        Returns:
+            Union[List[List[float]], List[bytes]]: List of embeddings as lists of floats,
+            or as bytes objects if as_buffer=True
+
+        Raises:
+            TypeError: If an invalid input_type is provided.
+
+        """
+        input_type = kwargs.pop("input_type", None)
+        truncation = kwargs.pop("truncation", None)
+        dtype = kwargs.pop("dtype", self.dtype)
+
+        if not isinstance(contents, list):
+            raise TypeError("Must pass in a list of str values to embed.")
+        if input_type is not None and input_type not in ["document", "query"]:
+            raise TypeError(
+                "Must pass in a allowed value for voyageai embedding input_type. \
+                    See https://docs.voyageai.com/docs/embeddings."
+            )
+
+        if truncation is not None and not isinstance(truncation, bool):
+            raise TypeError("Truncation (optional) parameter is a bool.")
+
+        if batch_size is None:
+            batch_size = 10
+
+        embeddings: List = []
+        for batch in self.batchify(contents, batch_size, preprocess):
+            response = self._client.multimodal_embed(
+                inputs=batch, model=self.model, input_type=input_type, **kwargs
+            )
+            embeddings += [
+                self._process_embedding(embedding, as_buffer, dtype)
+                for embedding in response.embeddings
+            ]
+        return embeddings
+
+    @deprecated_argument("dtype")
+    async def aembed_many(
+        self,
+        contents: List[List[Union[str, HttpUrl, Image]]],
+        preprocess: Optional[Callable] = None,
+        batch_size: int = 10,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[List[float]], List[bytes]]:
+        """Embed many chunks of text using the VoyageAI Embeddings API.
+
+        Can provide the embedding `input_type` as a `kwarg` to this method
+        that specifies the type of input you're giving to the model. For retrieval/search use cases,
+        we recommend specifying this argument when encoding queries or documents to enhance retrieval quality.
+        Embeddings generated with and without the input_type argument are compatible.
+
+        Supported input types are ``document`` and ``query``
+
+        When hydrating your Redis DB, the documents you want to search over
+        should be embedded with input_type="document" and when you are
+        querying the database, you should set the input_type="query".
+
+        Args:
+            contents (List[List[Union[str, HttpUrl, Image]]]): List of contents chunks to embed.
+            preprocess (Optional[Callable], optional): Optional preprocessing callable to
+                perform before vectorization. Defaults to None.
+            batch_size (int, optional): Batch size of texts to use when creating
+                embeddings. .
+            as_buffer (bool, optional): Whether to convert the raw embedding
+                to a byte string. Defaults to False.
+            input_type (str): Specifies the type of input passed to the model.
+            truncation (bool): Whether to truncate the input texts to fit within the context length.
+                Check https://docs.voyageai.com/docs/embeddings
+
+        Returns:
+            Union[List[List[float]], List[bytes]]: List of embeddings as lists of floats,
+            or as bytes objects if as_buffer=True
+
+        Raises:
+            TypeError: In an invalid input_type is provided.
+
+        """
+        input_type = kwargs.pop("input_type", None)
+        truncation = kwargs.pop("truncation", None)
+        dtype = kwargs.pop("dtype", self.dtype)
+
+        if not isinstance(contents, list):
+            raise TypeError("Must pass in a list of str values to embed.")
+        if input_type is not None and input_type not in ["document", "query"]:
+            raise TypeError(
+                "Must pass in a allowed value for voyageai embedding input_type. \
+                    See https://docs.voyageai.com/docs/embeddings."
+            )
+
+        if truncation is not None and not isinstance(truncation, bool):
+            raise TypeError("Truncation (optional) parameter is a bool.")
+
+        if batch_size is None:
+            batch_size = 10
+
+        embeddings: List = []
+        for batch in self.batchify(contents, batch_size, preprocess):
+            response = await self._aclient.multimodal_embed(
+                inputs=batch, model=self.model, input_type=input_type, **kwargs
+            )
+            embeddings += [
+                self._process_embedding(embedding, as_buffer, dtype)
+                for embedding in response.embeddings
+            ]
+        return embeddings
+
+    @deprecated_argument("dtype")
+    async def aembed(
+        self,
+        content: List[Union[str, HttpUrl, Image]],
+        preprocess: Optional[Callable] = None,
+        as_buffer: bool = False,
+        **kwargs,
+    ) -> Union[List[float], bytes]:
+        """Embed a chunk of text using the VoyageAI Embeddings API.
+
+        Can provide the embedding `input_type` as a `kwarg` to this method
+        that specifies the type of input you're giving to the model. For retrieval/search use cases,
+        we recommend specifying this argument when encoding queries or documents to enhance retrieval quality.
+        Embeddings generated with and without the input_type argument are compatible.
+
+        Supported input types are ``document`` and ``query``
+
+        When hydrating your Redis DB, the documents you want to search over
+        should be embedded with input_type="document" and when you are
+        querying the database, you should set the input_type="query".
+
+        Args:
+            content (List[Union[str, HttpUrl, Image]]): The content to embed.
+            preprocess (Optional[Callable], optional): Optional preprocessing callable to
+                perform before vectorization. Defaults to None.
+            as_buffer (bool, optional): Whether to convert the raw embedding
+                to a byte string. Defaults to False.
+            input_type (str): Specifies the type of input passed to the model.
+            truncation (bool): Whether to truncate the input texts to fit within the context length.
+                Check https://docs.voyageai.com/docs/embeddings
+
+        Returns:
+            Union[List[float], bytes]: Embedding as a list of floats, or as a bytes
+            object if as_buffer=True
+
+        Raises:
+            TypeError: In an invalid input_type is provided.
+        """
+        result = await self.aembed_many(
+            contents=[content], preprocess=preprocess, as_buffer=as_buffer, **kwargs
+        )
+        return result[0]