diff --git a/poetry.lock b/poetry.lock
index e819278a..0ac9d34c 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 2.1.2 and should not be changed by hand.
[[package]]
name = "accessible-pygments"
@@ -7,7 +7,6 @@ description = "A collection of accessible pygments styles"
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -27,7 +26,7 @@ description = "Happy Eyeballs for asyncio"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -40,7 +39,7 @@ description = "Async http client/server framework (asyncio)"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+markers = "extra == \"voyageai\""
files = [
{file = "aiohttp-3.11.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a4fe27dbbeec445e6e1291e61d61eb212ee9fed6e47998b27de71d70d3e8777d"},
{file = "aiohttp-3.11.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9e64ca2dbea28807f8484c13f684a2f761e69ba2640ec49dacd342763cc265ef"},
@@ -136,7 +135,7 @@ propcache = ">=0.2.0"
yarl = ">=1.17.0,<2.0"
[package.extras]
-speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
[[package]]
name = "aiolimiter"
@@ -145,7 +144,7 @@ description = "asyncio rate limiter, a leaky bucket implementation"
optional = true
python-versions = "<4.0,>=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -158,7 +157,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -174,7 +173,6 @@ description = "A light, configurable Sphinx theme"
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
{file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -187,7 +185,6 @@ description = "Reusable constraint types to use with typing.Annotated"
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -197,10 +194,9 @@ files = [
name = "anyio"
version = "4.8.0"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = true
+optional = false
python-versions = ">=3.9"
groups = ["main"]
-markers = "(extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
files = [
{file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
{file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -214,7 +210,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
[package.extras]
doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
trio = ["trio (>=0.26.1)"]
[[package]]
@@ -224,7 +220,7 @@ description = "Disable App Nap on macOS >= 10.9"
optional = false
python-versions = ">=3.6"
groups = ["dev", "docs"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_system == \"Darwin\""
+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"},
@@ -237,7 +233,6 @@ description = "An abstract syntax tree for Python with inference support."
optional = false
python-versions = ">=3.9.0"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "astroid-3.3.8-py3-none-any.whl", hash = "sha256:187ccc0c248bfbba564826c26f070494f7bc964fd286b6d9fff4420e55de828c"},
{file = "astroid-3.3.8.tar.gz", hash = "sha256:a88c7994f914a4ea8572fac479459f4955eeccc877be3f2d959a33273b0cf40b"},
@@ -253,7 +248,6 @@ description = "Annotate AST trees with source code positions"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
{file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
@@ -287,15 +281,15 @@ 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 = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\"", dev = "python_version <= \"3.11\" or python_version >= \"3.12\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+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]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
[[package]]
name = "babel"
@@ -304,14 +298,13 @@ description = "Internationalization utilities"
optional = false
python-versions = ">=3.8"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
{file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
]
[package.extras]
-dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
[[package]]
name = "beautifulsoup4"
@@ -324,7 +317,7 @@ files = [
{file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
{file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
]
-markers = {main = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "python_version >= \"3.10\" and extra == \"ranx\""}
[package.dependencies]
soupsieve = ">1.2"
@@ -344,7 +337,6 @@ description = "The uncompromising code formatter."
optional = false
python-versions = ">=3.9"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -392,7 +384,6 @@ description = "An easy safelist-based HTML-sanitizing tool."
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "bleach-6.2.0.tar.gz", hash = "sha256:123e894118b8a599fd80d3ec1a6d4cc7ce4e5882b1317a7e1ba69b56e95f991f"},
@@ -412,7 +403,7 @@ description = "The AWS SDK for Python"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"bedrock\""
+markers = "extra == \"bedrock\""
files = [
{file = "boto3-1.36.0-py3-none-any.whl", hash = "sha256:d0ca7a58ce25701a52232cc8df9d87854824f1f2964b929305722ebc7959d5a9"},
{file = "boto3-1.36.0.tar.gz", hash = "sha256:159898f51c2997a12541c0e02d6e5a8fe2993ddb307b9478fd9a339f98b57e00"},
@@ -433,7 +424,7 @@ description = "Low-level, data-driven core of boto 3."
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"bedrock\""
+markers = "extra == \"bedrock\""
files = [
{file = "botocore-1.36.26-py3-none-any.whl", hash = "sha256:4e3f19913887a58502e71ef8d696fe7eaa54de7813ff73390cd5883f837dfa6e"},
{file = "botocore-1.36.26.tar.gz", hash = "sha256:4a63bcef7ecf6146fd3a61dc4f9b33b7473b49bdaf1770e9aaca6eee0c9eab62"},
@@ -457,7 +448,7 @@ description = "Extensible memoizing collections and decorators"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
{file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
{file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
@@ -470,7 +461,7 @@ description = "RFC 7049 - Concise Binary Object Representation"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "cbor-1.0.0.tar.gz", hash = "sha256:13225a262ddf5615cbd9fd55a76a0d53069d18b07d2e9f19c39e6acb8609bbb6"},
]
@@ -482,7 +473,7 @@ description = "CBOR (de)serializer with extensive tag support"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "cbor2-5.6.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e16c4a87fc999b4926f5c8f6c696b0d251b4745bc40f6c5aee51d69b30b15ca2"},
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@@ -532,7 +523,7 @@ files = [
[package.extras]
benchmarks = ["pytest-benchmark (==4.0.0)"]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.3.0)", "typing-extensions"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.3.0)", "typing-extensions ; python_version < \"3.12\""]
test = ["coverage (>=7)", "hypothesis", "pytest"]
[[package]]
@@ -546,7 +537,6 @@ 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 = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"ranx\") and (extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\" or python_version >= \"3.10\")", dev = "python_version <= \"3.11\" or python_version >= \"3.12\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
[[package]]
name = "cffi"
@@ -624,7 +614,7 @@ files = [
{file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
{file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
]
-markers = {dev = "(implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", docs = "(python_version <= \"3.11\" or python_version >= \"3.12\") and implementation_name == \"pypy\""}
+markers = {dev = "implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\"", docs = "implementation_name == \"pypy\""}
[package.dependencies]
pycparser = "*"
@@ -636,7 +626,6 @@ description = "Validate configuration and produce human readable error messages.
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
{file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -743,7 +732,7 @@ 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"},
]
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+markers = {main = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"ranx\")"}
[[package]]
name = "click"
@@ -756,7 +745,7 @@ files = [
{file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
{file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
]
-markers = {main = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"nltk\"", dev = "python_version <= \"3.11\" or python_version >= \"3.12\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "extra == \"nltk\""}
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -768,7 +757,7 @@ description = ""
optional = true
python-versions = "<4.0,>=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"cohere\""
+markers = "extra == \"cohere\""
files = [
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{file = "cohere-5.15.0.tar.gz", hash = "sha256:e802d4718ddb0bb655654382ebbce002756a3800faac30296cde7f1bdc6ff2cc"},
@@ -796,7 +785,7 @@ 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 = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\") and platform_system == \"Windows\" and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or python_version >= \"3.10\")", dev = "(platform_system == \"Windows\" or sys_platform == \"win32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", docs = "(platform_system == \"Windows\" or sys_platform == \"win32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"}
+markers = {main = "(extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or python_version >= \"3.10\") and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\") and platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", docs = "platform_system == \"Windows\" or sys_platform == \"win32\""}
[[package]]
name = "coloredlogs"
@@ -805,7 +794,6 @@ 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"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -824,7 +812,6 @@ description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
{file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
@@ -843,7 +830,7 @@ description = "Python library for calculating contours of 2D quadrilateral grids
optional = true
python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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{file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
@@ -918,7 +905,6 @@ description = "Code coverage measurement for Python"
optional = false
python-versions = ">=3.9"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -986,7 +972,7 @@ files = [
]
[package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
[[package]]
name = "cramjam"
@@ -995,7 +981,7 @@ description = "Thin Python bindings to de/compression algorithms in Rust"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "cramjam-2.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8e82464d1e00fbbb12958999b8471ba5e9f3d9711954505a0a7b378762332e6f"},
{file = "cramjam-2.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d2df8a6511cc08ef1fccd2e0c65e2ebc9f57574ec8376052a76851af5398810"},
@@ -1099,7 +1085,6 @@ description = "cryptography is a package which provides cryptographic recipes an
optional = false
python-versions = "!=3.9.0,!=3.9.1,>=3.7"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -1138,10 +1123,10 @@ files = [
cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
[package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
-pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
+pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
sdist = ["build (>=1.0.0)"]
ssh = ["bcrypt (>=3.1.5)"]
test = ["certifi (>=2024)", "cryptography-vectors (==44.0.1)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
@@ -1154,7 +1139,7 @@ description = "Composable style cycles"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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{file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -1171,7 +1156,6 @@ description = "An implementation of the Debug Adapter Protocol for Python"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -1208,7 +1192,6 @@ description = "Decorators for Humans"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
{file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
@@ -1221,7 +1204,6 @@ 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"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
{file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -1234,7 +1216,6 @@ description = "serialize all of Python"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
@@ -1251,7 +1232,6 @@ description = "Distribution utilities"
optional = false
python-versions = "*"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
{file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -1264,7 +1244,7 @@ description = "Distro - an OS platform information API"
optional = true
python-versions = ">=3.6"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"openai\""
+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"},
@@ -1277,7 +1257,6 @@ description = "A Python library for the Docker Engine API."
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
{file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
@@ -1301,7 +1280,7 @@ description = "Parse Python docstrings in reST, Google and Numpydoc format"
optional = true
python-versions = ">=3.6,<4.0"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+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"},
@@ -1314,7 +1293,6 @@ description = "Docutils -- Python Documentation Utilities"
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
{file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -1324,10 +1302,9 @@ files = [
name = "eval-type-backport"
version = "0.2.2"
description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
-optional = true
+optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and 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"},
@@ -1343,11 +1320,11 @@ description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
groups = ["main", "dev", "docs"]
+markers = "python_version < \"3.11\""
files = [
{file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
{file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
]
-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)"]
@@ -1359,7 +1336,6 @@ description = "execnet: rapid multi-Python deployment"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc"},
{file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
@@ -1375,14 +1351,13 @@ description = "Get the currently executing AST node of a frame, and other inform
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
{file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
]
[package.extras]
-tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
[[package]]
name = "fastavro"
@@ -1391,7 +1366,7 @@ description = "Fast read/write of AVRO files"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"cohere\""
+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"},
@@ -1439,7 +1414,6 @@ description = "Fastest Python implementation of JSON schema"
optional = false
python-versions = "*"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
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@@ -1455,7 +1429,7 @@ description = "Python support for Parquet file format"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "fastparquet-2024.11.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:60ccf587410f0979105e17036df61bb60e1c2b81880dc91895cdb4ee65b71e7f"},
{file = "fastparquet-2024.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a5ad5fc14b0567e700bea3cd528a0bd45a6f9371370b49de8889fb3d10a6574a"},
@@ -1521,12 +1495,12 @@ 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\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", dev = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "extra == \"sentence-transformers\" or extra == \"cohere\""}
[package.extras]
docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2)"]
+typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
[[package]]
name = "fonttools"
@@ -1535,7 +1509,7 @@ description = "Tools to manipulate font files"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "fonttools-4.56.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:331954d002dbf5e704c7f3756028e21db07097c19722569983ba4d74df014000"},
{file = "fonttools-4.56.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8d1613abd5af2f93c05867b3a3759a56e8bf97eb79b1da76b2bc10892f96ff16"},
@@ -1590,18 +1564,18 @@ files = [
]
[package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "pycairo", "scipy"]
+interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
lxml = ["lxml (>=4.0)"]
pathops = ["skia-pathops (>=0.5.0)"]
plot = ["matplotlib"]
repacker = ["uharfbuzz (>=0.23.0)"]
symfont = ["sympy"]
-type1 = ["xattr"]
+type1 = ["xattr ; sys_platform == \"darwin\""]
ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=15.1.0)"]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
+woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
[[package]]
name = "frozenlist"
@@ -1610,7 +1584,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -1713,7 +1687,7 @@ description = "File-system specification"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or python_version >= \"3.10\")"
+markers = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"sentence-transformers\" or extra == \"cohere\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\" or extra == \"cohere\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\")"
files = [
{file = "fsspec-2025.2.0-py3-none-any.whl", hash = "sha256:9de2ad9ce1f85e1931858535bc882543171d197001a0a5eb2ddc04f1781ab95b"},
{file = "fsspec-2025.2.0.tar.gz", hash = "sha256:1c24b16eaa0a1798afa0337aa0db9b256718ab2a89c425371f5628d22c3b6afd"},
@@ -1754,7 +1728,7 @@ description = "Google API client core library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+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"},
@@ -1764,15 +1738,15 @@ files = [
google-auth = ">=2.14.1,<3.0.dev0"
googleapis-common-protos = ">=1.56.2,<2.0.dev0"
grpcio = [
- {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+ {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""},
{version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
]
grpcio-status = [
- {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+ {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
{version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
]
proto-plus = [
- {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
+ {version = ">=1.22.3,<2.0.0dev"},
{version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
]
protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
@@ -1780,7 +1754,7 @@ requests = ">=2.18.0,<3.0.0.dev0"
[package.extras]
async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
@@ -1791,7 +1765,7 @@ description = "Google Authentication Library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+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"},
@@ -1817,7 +1791,7 @@ description = "Vertex AI API client library"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
{file = "google_cloud_aiplatform-1.82.0-py2.py3-none-any.whl", hash = "sha256:13368a961b2bfa8f46ccd10371bb19bd5f946d8f29c411726061ed1a140ce890"},
{file = "google_cloud_aiplatform-1.82.0.tar.gz", hash = "sha256:b7ea7379249cc1821aa46300a16e4b15aa64aa22665e2536b2bcb7e473d7438e"},
@@ -1843,10 +1817,10 @@ ag2-testing = ["absl-py", "ag2[gemini]", "cloudpickle (>=3.0,<4.0)", "google-clo
agent-engines = ["cloudpickle (>=3.0,<4.0)", "google-cloud-logging (<4)", "google-cloud-trace (<2)", "packaging (>=24.0)", "pydantic (>=2.10,<3)", "typing-extensions"]
autologging = ["mlflow (>=1.27.0,<=2.16.0)"]
cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
+datasets = ["pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0dev) ; python_version < \"3.11\""]
endpoint = ["requests (>=2.28.1)"]
-evaluation = ["pandas (>=1.0.0)", "scikit-learn", "scikit-learn (<1.6.0)", "tqdm (>=4.23.0)"]
-full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "scikit-learn", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+evaluation = ["pandas (>=1.0.0)", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "tqdm (>=4.23.0)"]
+full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0dev) ; python_version < \"3.11\"", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.33.0) ; python_version == \"3.11\"", "requests (>=2.28.1)", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev) ; python_version <= \"3.11\"", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
langchain = ["langchain (>=0.3,<0.4)", "langchain-core (>=0.3,<0.4)", "langchain-google-vertexai (>=2,<3)", "langgraph (>=0.2.45,<0.3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.3,<0.4)", "langchain-core (>=0.3,<0.4)", "langchain-google-vertexai (>=2,<3)", "langgraph (>=0.2.45,<0.3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "typing-extensions"]
lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
@@ -1854,11 +1828,11 @@ metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
pipelines = ["pyyaml (>=5.3.1,<7)"]
prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.114.0)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
-ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "setuptools (<70.0.0)"]
-ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "ray[train]", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
+ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.33.0) ; python_version == \"3.11\"", "setuptools (<70.0.0)"]
+ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.33.0) ; python_version == \"3.11\"", "ray[train]", "scikit-learn (<1.6.0)", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "typing-extensions"]
-tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
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+tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev) ; python_version <= \"3.11\"", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+testing = ["aiohttp", "bigframes ; python_version >= \"3.10\"", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1) ; python_version == \"3.11\"", "pyarrow (>=14.0.0) ; python_version >= \"3.12\"", "pyarrow (>=3.0.0,<8.0dev) ; python_version < \"3.11\"", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0) ; python_version < \"3.11\"", "ray[default] (>=2.5,<=2.33.0) ; python_version == \"3.11\"", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn (<1.6.0) ; python_version <= \"3.10\"", "scikit-learn ; python_version > \"3.10\"", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (==2.13.0) ; python_version <= \"3.11\"", "tensorflow (==2.16.1) ; python_version > \"3.11\"", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev) ; python_version <= \"3.11\"", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0) ; python_version <= \"3.11\"", "torch (>=2.2.0) ; python_version > \"3.11\"", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
tokenization = ["sentencepiece (>=0.2.0)"]
vizier = ["google-vizier (>=0.1.6)"]
xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
@@ -1870,7 +1844,7 @@ description = "Google BigQuery API client library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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{file = "google_cloud_bigquery-3.30.0.tar.gz", hash = "sha256:7e27fbafc8ed33cc200fe05af12ecd74d279fe3da6692585a3cef7aee90575b6"},
@@ -1888,12 +1862,12 @@ requests = ">=2.21.0,<3.0.0dev"
[package.extras]
all = ["google-cloud-bigquery[bigquery-v2,bqstorage,geopandas,ipython,ipywidgets,opentelemetry,pandas,tqdm]"]
bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)"]
-bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "pyarrow (>=3.0.0)"]
geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<2.0dev)"]
ipython = ["bigquery-magics (>=0.1.0)"]
ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
-pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pandas-gbq (>=0.26.1)", "pyarrow (>=3.0.0)"]
+pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "importlib-metadata (>=1.0.0) ; python_version < \"3.8\"", "pandas (>=1.1.0)", "pandas-gbq (>=0.26.1) ; python_version >= \"3.8\"", "pyarrow (>=3.0.0)"]
tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
[[package]]
@@ -1903,7 +1877,7 @@ description = "Google Cloud API client core library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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{file = "google_cloud_core-2.4.2.tar.gz", hash = "sha256:a4fcb0e2fcfd4bfe963837fad6d10943754fd79c1a50097d68540b6eb3d67f35"},
@@ -1923,7 +1897,7 @@ description = "Google Cloud Resource Manager API client library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -1934,7 +1908,7 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
grpc-google-iam-v1 = ">=0.14.0,<1.0.0dev"
proto-plus = [
- {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
+ {version = ">=1.22.3,<2.0.0dev"},
{version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
]
protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
@@ -1946,7 +1920,7 @@ description = "Google Cloud Storage API client library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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{file = "google_cloud_storage-2.19.0.tar.gz", hash = "sha256:cd05e9e7191ba6cb68934d8eb76054d9be4562aa89dbc4236feee4d7d51342b2"},
@@ -1971,7 +1945,7 @@ description = "A python wrapper of the C library 'Google CRC32C'"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -2012,7 +1986,7 @@ description = "Utilities for Google Media Downloads and Resumable Uploads"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+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"},
@@ -2032,7 +2006,7 @@ description = "Common protobufs used in Google APIs"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -2052,7 +2026,7 @@ 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\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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 = [
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{file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -2140,7 +2114,7 @@ description = "IAM API client library"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
{file = "grpc_google_iam_v1-0.14.0-py2.py3-none-any.whl", hash = "sha256:fb4a084b30099ba3ab07d61d620a0d4429570b13ff53bd37bac75235f98b7da4"},
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@@ -2158,7 +2132,7 @@ description = "HTTP/2-based RPC framework"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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{file = "grpcio-1.70.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:ed9718f17fbdb472e33b869c77a16d0b55e166b100ec57b016dc7de9c8d236bf"},
@@ -2227,7 +2201,7 @@ description = "Status proto mapping for gRPC"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "extra == \"vertexai\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "extra == \"vertexai\""
files = [
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@@ -2242,10 +2216,9 @@ protobuf = ">=5.26.1,<6.0dev"
name = "h11"
version = "0.14.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = true
+optional = false
python-versions = ">=3.7"
groups = ["main"]
-markers = "(extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
files = [
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{file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -2255,10 +2228,9 @@ files = [
name = "httpcore"
version = "1.0.7"
description = "A minimal low-level HTTP client."
-optional = true
+optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "(extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
files = [
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{file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
@@ -2278,10 +2250,9 @@ trio = ["trio (>=0.22.0,<1.0)"]
name = "httpx"
version = "0.28.1"
description = "The next generation HTTP client."
-optional = true
+optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "(extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
files = [
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{file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -2294,7 +2265,7 @@ httpcore = "==1.*"
idna = "*"
[package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
http2 = ["h2 (>=3,<5)"]
socks = ["socksio (==1.*)"]
@@ -2307,7 +2278,7 @@ description = "Consume Server-Sent Event (SSE) messages with HTTPX."
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"cohere\""
+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"},
@@ -2320,7 +2291,7 @@ description = "Client library to download and publish models, datasets and other
optional = true
python-versions = ">=3.8.0"
groups = ["main"]
-markers = "(extra == \"sentence-transformers\" or extra == \"cohere\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "extra == \"sentence-transformers\" or extra == \"cohere\""
files = [
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@@ -2356,7 +2327,6 @@ 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"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -2372,7 +2342,6 @@ description = "File identification library for Python"
optional = false
python-versions = ">=3.9"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -2392,7 +2361,6 @@ files = [
{file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
{file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
]
-markers = {main = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"ranx\") and (extra == \"openai\" or extra == \"cohere\" or extra == \"mistralai\" or extra == \"sentence-transformers\" or extra == \"vertexai\" or extra == \"voyageai\" or python_version >= \"3.10\")", dev = "python_version <= \"3.11\" or python_version >= \"3.12\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
[package.extras]
all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
@@ -2404,7 +2372,7 @@ description = "Iterative JSON parser with standard Python iterator interfaces"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -2509,7 +2477,6 @@ 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"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -2526,18 +2493,18 @@ files = [
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{file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
]
-markers = {dev = "python_version < \"3.10\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {dev = "python_version == \"3.9\""}
[package.dependencies]
zipp = ">=3.20"
[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
enabler = ["pytest-enabler (>=2.2)"]
perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
type = ["pytest-mypy"]
[[package]]
@@ -2547,7 +2514,6 @@ description = "brain-dead simple config-ini parsing"
optional = false
python-versions = ">=3.7"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -2560,7 +2526,7 @@ description = "inscriptis - HTML to text converter."
optional = true
python-versions = "<4.0,>=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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{file = "inscriptis-2.5.3.tar.gz", hash = "sha256:256043caa13e4995c71fafdeadec4ac42b57f3914cb41023ecbee8bc27ca1cc0"},
@@ -2580,7 +2546,6 @@ description = "IPython Kernel for Jupyter"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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python-versions = ">=3.9"
groups = ["dev", "docs"]
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@@ -2654,7 +2618,7 @@ description = "provides a common interface to many IR ad-hoc ranking benchmarks,
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
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@@ -2683,7 +2647,6 @@ description = "A Python utility / library to sort Python imports."
optional = false
python-versions = ">=3.8.0"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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@@ -2699,7 +2662,6 @@ description = "An autocompletion tool for Python that can be used for text edito
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groups = ["dev", "docs"]
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@@ -2720,7 +2682,6 @@ description = "A very fast and expressive template engine."
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python-versions = ">=3.7"
groups = ["main", "docs"]
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@@ -2739,7 +2700,7 @@ description = "Fast iterable JSON parser."
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"openai\""
+markers = "extra == \"openai\""
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@@ -2826,7 +2787,7 @@ description = "JSON Matching Expressions"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"bedrock\""
+markers = "extra == \"bedrock\""
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@@ -2839,7 +2800,7 @@ description = "Lightweight pipelining with Python functions"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(extra == \"nltk\" or extra == \"sentence-transformers\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "extra == \"nltk\" or extra == \"sentence-transformers\""
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@@ -2852,7 +2813,6 @@ description = "A final implementation of JSONPath for Python that aims to be sta
optional = false
python-versions = "*"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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@@ -2869,7 +2829,7 @@ description = "A more powerful JSONPath implementation in modern python"
optional = true
python-versions = ">=3.6"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"mistralai\""
+markers = "extra == \"mistralai\""
files = [
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@@ -2882,7 +2842,6 @@ description = "An implementation of JSON Schema validation for Python"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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@@ -2905,7 +2864,6 @@ description = "The JSON Schema meta-schemas and vocabularies, exposed as a Regis
optional = false
python-versions = ">=3.9"
groups = ["dev", "docs"]
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@@ -2921,7 +2879,6 @@ description = "A defined interface for working with a cache of jupyter notebooks
optional = false
python-versions = ">=3.9"
groups = ["docs"]
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@@ -2950,7 +2907,6 @@ description = "Jupyter protocol implementation and client libraries"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
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@@ -2966,7 +2922,7 @@ traitlets = ">=5.3"
[package.extras]
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+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
[[package]]
name = "jupyter-core"
@@ -2975,7 +2931,6 @@ description = "Jupyter core package. A base package on which Jupyter projects re
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python-versions = ">=3.8"
groups = ["dev", "docs"]
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@@ -2997,7 +2952,6 @@ description = "Pygments theme using JupyterLab CSS variables"
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python-versions = ">=3.8"
groups = ["docs"]
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@@ -3010,7 +2964,7 @@ description = "A fast implementation of the Cassowary constraint solver"
optional = true
python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
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@@ -3094,6 +3048,28 @@ files = [
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]
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+version = "0.0.4"
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+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+pydantic = ">=2.10.3"
+python-dateutil = ">=2.8.2"
+typing-inspection = ">=0.4.0"
+
+[package.source]
+type = "file"
+url = "vendor/langcache-0.0.4-py3-none-any.whl"
+
[[package]]
name = "llvmlite"
version = "0.44.0"
@@ -3101,7 +3077,7 @@ description = "lightweight wrapper around basic LLVM functionality"
optional = true
python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -3133,7 +3109,7 @@ description = "Powerful and Pythonic XML processing library combining libxml2/li
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python-versions = ">=3.6"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -3289,7 +3265,7 @@ description = "LZ4 Bindings for Python"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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+markers = {main = "python_version >= \"3.10\" and extra == \"ranx\""}
[package.dependencies]
mdurl = ">=0.1,<1.0"
@@ -3362,7 +3338,6 @@ description = "Safely add untrusted strings to HTML/XML markup."
optional = false
python-versions = ">=3.9"
groups = ["main", "docs"]
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@@ -3434,7 +3409,7 @@ description = "Python plotting package"
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python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -3493,7 +3468,6 @@ description = "Inline Matplotlib backend for Jupyter"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
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@@ -3509,7 +3483,6 @@ description = "McCabe checker, plugin for flake8"
optional = false
python-versions = ">=3.6"
groups = ["dev"]
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@@ -3522,7 +3495,6 @@ description = "Collection of plugins for markdown-it-py"
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+markers = {main = "python_version >= \"3.10\" and extra == \"ranx\""}
[[package]]
name = "mistralai"
@@ -3556,7 +3528,7 @@ description = "Python Client SDK for the Mistral AI API."
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"mistralai\""
+markers = "extra == \"mistralai\""
files = [
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@@ -3580,7 +3552,6 @@ description = "A sane and fast Markdown parser with useful plugins and renderers
optional = false
python-versions = ">=3.8"
groups = ["docs"]
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@@ -3596,7 +3567,6 @@ description = ""
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files = [
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{file = "ml_dtypes-0.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:810512e2eccdfc3b41eefa3a27402371a3411453a1efc7e9c000318196140fed"},
@@ -3630,7 +3600,7 @@ numpy = [
{version = ">=1.21.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
{version = ">=1.23.3", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
{version = ">=2.1.0", markers = "python_version >= \"3.13\""},
- {version = ">=1.26.0", markers = "python_version >= \"3.12\" and python_version < \"3.13\""},
+ {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
]
[package.extras]
@@ -3643,7 +3613,7 @@ description = "Python library for arbitrary-precision floating-point arithmetic"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "extra == \"sentence-transformers\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -3652,7 +3622,7 @@ files = [
[package.extras]
develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
docs = ["sphinx"]
-gmpy = ["gmpy2 (>=2.1.0a4)"]
+gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""]
tests = ["pytest (>=4.6)"]
[[package]]
@@ -3662,7 +3632,7 @@ description = "multidict implementation"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -3768,7 +3738,6 @@ description = "Optional static typing for Python"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -3821,7 +3790,7 @@ 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 = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"mistralai\"", dev = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "extra == \"mistralai\""}
[[package]]
name = "myst-nb"
@@ -3830,7 +3799,6 @@ description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdow
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -3860,7 +3828,6 @@ description = "An extended [CommonMark](https://spec.commonmark.org/) compliant
optional = false
python-versions = ">=3.8"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -3888,7 +3855,6 @@ description = "A client library for executing notebooks. Formerly nbconvert's Ex
optional = false
python-versions = ">=3.9.0"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
{file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
@@ -3912,7 +3878,6 @@ description = "Converting Jupyter Notebooks (.ipynb files) to other formats. Ou
optional = false
python-versions = ">=3.8"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nbconvert-7.16.6-py3-none-any.whl", hash = "sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b"},
{file = "nbconvert-7.16.6.tar.gz", hash = "sha256:576a7e37c6480da7b8465eefa66c17844243816ce1ccc372633c6b71c3c0f582"},
@@ -3951,7 +3916,6 @@ description = "The Jupyter Notebook format"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
{file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
@@ -3974,7 +3938,6 @@ description = "Jupyter Notebook Tools for Sphinx"
optional = false
python-versions = ">=3.6"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nbsphinx-0.9.6-py3-none-any.whl", hash = "sha256:336b0b557945a7678ec7449b16449f854bc852a435bb53b8a72e6b5dc740d992"},
{file = "nbsphinx-0.9.6.tar.gz", hash = "sha256:c2b28a2d702f1159a95b843831798e86e60a17fc647b9bff9ba1585355de54e3"},
@@ -3995,7 +3958,6 @@ description = "A py.test plugin to validate Jupyter notebooks"
optional = false
python-versions = ">=3.7, <4"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nbval-0.11.0-py2.py3-none-any.whl", hash = "sha256:307aecc866c9a1e8a13bb5bbb008a702bacfda2394dff6fe504a3108a58042a0"},
{file = "nbval-0.11.0.tar.gz", hash = "sha256:77c95797607b0a968babd2597ee3494102d25c3ad37435debbdac0e46e379094"},
@@ -4015,7 +3977,6 @@ description = "Patch asyncio to allow nested event loops"
optional = false
python-versions = ">=3.5"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -4028,7 +3989,7 @@ description = "Python package for creating and manipulating graphs and networks"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+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"},
@@ -4048,7 +4009,7 @@ description = "Natural Language Toolkit"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"nltk\""
+markers = "extra == \"nltk\""
files = [
{file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
{file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -4075,7 +4036,6 @@ 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"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
{file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -4088,7 +4048,7 @@ description = "compiling Python code using LLVM"
optional = true
python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "numba-0.61.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:9cab9783a700fa428b1a54d65295122bc03b3de1d01fb819a6b9dbbddfdb8c43"},
{file = "numba-0.61.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:46c5ae094fb3706f5adf9021bfb7fc11e44818d61afee695cdee4eadfed45e98"},
@@ -4124,7 +4084,7 @@ description = "Fundamental package for array computing in Python"
optional = false
python-versions = ">=3.9"
groups = ["main"]
-markers = "python_version <= \"3.11\""
+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"},
@@ -4237,7 +4197,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4251,7 +4211,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4265,7 +4225,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4279,7 +4239,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4293,7 +4253,7 @@ description = "cuDNN runtime libraries"
optional = true
python-versions = ">=3"
groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4309,7 +4269,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
@@ -4326,7 +4286,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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{file = "nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a88f583d4e0bb643c49743469964103aa59f7f708d862c3ddb0fc07f851e3b8b"},
@@ -4340,7 +4300,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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{file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl", hash = "sha256:19e33fa442bcfd085b3086c4ebf7e8debc07cfe01e11513cc6d332fd918ac260"},
@@ -4359,7 +4319,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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{file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl", hash = "sha256:ea4f11a2904e2a8dc4b1833cc1b5181cde564edd0d5cd33e3c168eff2d1863f1"},
@@ -4376,7 +4336,7 @@ description = "NVIDIA cuSPARSELt"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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{file = "nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:df2c24502fd76ebafe7457dbc4716b2fec071aabaed4fb7691a201cde03704d9"},
@@ -4390,7 +4350,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
]
@@ -4402,7 +4362,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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{file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:06b3b9b25bf3f8af351d664978ca26a16d2c5127dbd53c0497e28d1fb9611d57"},
@@ -4416,7 +4376,7 @@ description = "NVIDIA Tools Extension"
optional = true
python-versions = ">=3"
groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+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"},
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@@ -4430,7 +4390,7 @@ description = "The official Python library for the openai API"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"openai\""
+markers = "extra == \"openai\""
files = [
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@@ -4457,7 +4417,7 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -4551,7 +4511,7 @@ files = [
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{file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
]
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+markers = {main = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"ranx\")"}
[[package]]
name = "pandas"
@@ -4560,7 +4520,7 @@ description = "Powerful data structures for data analysis, time series, and stat
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -4608,8 +4568,8 @@ files = [
[package.dependencies]
numpy = [
- {version = ">=1.22.4", markers = "python_version < \"3.11\""},
{version = ">=1.23.2", markers = "python_version == \"3.11\""},
+ {version = ">=1.22.4", markers = "python_version < \"3.11\""},
{version = ">=1.26.0", markers = "python_version >= \"3.12\""},
]
python-dateutil = ">=2.8.2"
@@ -4648,7 +4608,6 @@ description = "Utilities for writing pandoc filters in python"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4661,7 +4620,6 @@ description = "A Python Parser"
optional = false
python-versions = ">=3.6"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4678,7 +4636,6 @@ description = "Utility library for gitignore style pattern matching of file path
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4691,7 +4648,7 @@ description = "Pexpect allows easy control of interactive console applications."
optional = false
python-versions = "*"
groups = ["dev", "docs"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform != \"win32\""
+markers = "sys_platform != \"win32\""
files = [
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@@ -4707,7 +4664,7 @@ description = "Python Imaging Library (Fork)"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"sentence-transformers\" or extra == \"ranx\") and (extra == \"sentence-transformers\" or python_version >= \"3.10\")"
+markers = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"sentence-transformers\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\") and (extra == \"sentence-transformers\" or extra == \"ranx\")"
files = [
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@@ -4787,7 +4744,7 @@ docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline
fpx = ["olefile"]
mic = ["olefile"]
tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
xmp = ["defusedxml"]
[[package]]
@@ -4797,7 +4754,6 @@ description = "A small Python package for determining appropriate platform-speci
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -4815,7 +4771,6 @@ description = "plugin and hook calling mechanisms for python"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4832,7 +4787,6 @@ description = "Python Lex & Yacc"
optional = false
python-versions = "*"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
@@ -4845,7 +4799,6 @@ description = "A framework for managing and maintaining multi-language pre-commi
optional = false
python-versions = ">=3.9"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4865,7 +4818,6 @@ description = "Library for building powerful interactive command lines in Python
optional = false
python-versions = ">=3.8.0"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -4881,7 +4833,7 @@ description = "Accelerated property cache"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+markers = "extra == \"voyageai\""
files = [
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@@ -4990,7 +4942,7 @@ description = "Beautiful, Pythonic protocol buffers"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -5009,7 +4961,7 @@ description = ""
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -5031,7 +4983,6 @@ description = "Cross-platform lib for process and system monitoring in Python.
optional = false
python-versions = ">=3.6"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5056,7 +5007,7 @@ description = "Run a subprocess in a pseudo terminal"
optional = false
python-versions = "*"
groups = ["dev", "docs"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform != \"win32\""
+markers = "sys_platform != \"win32\""
files = [
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@@ -5069,7 +5020,6 @@ description = "Safely evaluate AST nodes without side effects"
optional = false
python-versions = "*"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5085,7 +5035,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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{file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -5098,7 +5048,7 @@ description = "A collection of ASN.1-based protocols modules"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -5118,7 +5068,7 @@ files = [
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]
-markers = {dev = "(implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", docs = "(python_version <= \"3.11\" or python_version >= \"3.12\") and implementation_name == \"pypy\""}
+markers = {dev = "implementation_name == \"pypy\" or platform_python_implementation != \"PyPy\"", docs = "implementation_name == \"pypy\""}
[[package]]
name = "pydantic"
@@ -5127,7 +5077,6 @@ description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5140,7 +5089,7 @@ typing-extensions = ">=4.12.2"
[package.extras]
email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
[[package]]
name = "pydantic-core"
@@ -5149,7 +5098,6 @@ description = "Core functionality for Pydantic validation and serialization"
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5263,7 +5211,6 @@ description = "Bootstrap-based Sphinx theme from the PyData community"
optional = false
python-versions = ">=3.9"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5297,7 +5244,7 @@ files = [
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+markers = {main = "python_version >= \"3.10\" and extra == \"ranx\""}
[package.extras]
windows-terminal = ["colorama (>=0.4.6)"]
@@ -5309,7 +5256,6 @@ description = "python code static checker"
optional = false
python-versions = ">=3.9.0"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5320,7 +5266,7 @@ astroid = ">=3.3.8,<=3.4.0-dev0"
colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
dill = [
{version = ">=0.2", markers = "python_version < \"3.11\""},
- {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
+ {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
{version = ">=0.3.7", markers = "python_version >= \"3.12\""},
]
isort = ">=4.2.5,<5.13.0 || >5.13.0,<7"
@@ -5341,7 +5287,7 @@ description = "pyparsing module - Classes and methods to define and execute pars
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -5357,7 +5303,7 @@ description = "A python implementation of GNU readline."
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "sys_platform == \"win32\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "sys_platform == \"win32\""
files = [
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@@ -5373,7 +5319,6 @@ description = "pytest: simple powerful testing with Python"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5397,7 +5342,6 @@ description = "Pytest support for asyncio"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5417,7 +5361,6 @@ description = "pytest xdist plugin for distributed testing, most importantly acr
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5444,7 +5387,6 @@ files = [
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[package.dependencies]
six = ">=1.5"
@@ -5456,7 +5398,6 @@ description = "Read key-value pairs from a .env file and set them as environment
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
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@@ -5472,7 +5413,6 @@ description = "Universally unique lexicographically sortable identifier"
optional = false
python-versions = ">=3.9"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f"},
@@ -5488,7 +5428,7 @@ description = "World timezone definitions, modern and historical"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -5521,7 +5461,7 @@ files = [
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{file = "pywin32-308-cp39-cp39-win_amd64.whl", hash = "sha256:71b3322d949b4cc20776436a9c9ba0eeedcbc9c650daa536df63f0ff111bb920"},
]
-markers = {dev = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform == \"win32\"", docs = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"}
+markers = {dev = "sys_platform == \"win32\"", docs = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
[[package]]
name = "pyyaml"
@@ -5530,7 +5470,6 @@ description = "YAML parser and emitter for Python"
optional = false
python-versions = ">=3.8"
groups = ["main", "dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
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@@ -5594,7 +5533,6 @@ description = "Python bindings for 0MQ"
optional = false
python-versions = ">=3.7"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5717,7 +5655,7 @@ description = "ranx: A Blazing-Fast Python Library for Ranking Evaluation, Compa
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -5745,7 +5683,6 @@ description = "Python client for Redis database and key-value store"
optional = false
python-versions = ">=3.8"
groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -5765,7 +5702,6 @@ description = "JSON Referencing + Python"
optional = false
python-versions = ">=3.9"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
@@ -5783,7 +5719,7 @@ description = "Alternative regular expression module, to replace re."
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(extra == \"nltk\" or extra == \"sentence-transformers\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "extra == \"nltk\" or extra == \"sentence-transformers\""
files = [
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@@ -5892,7 +5828,7 @@ files = [
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{file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
]
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+markers = {main = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\") and (extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\" or extra == \"ranx\")"}
[package.dependencies]
certifi = ">=2017.4.17"
@@ -5911,7 +5847,7 @@ description = "Render rich text, tables, progress bars, syntax highlighting, mar
optional = true
python-versions = ">=3.8.0"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -5932,7 +5868,6 @@ description = "Python bindings to Rust's persistent data structures (rpds)"
optional = false
python-versions = ">=3.9"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -6046,7 +5981,7 @@ description = "Pure-Python RSA implementation"
optional = true
python-versions = ">=3.6,<4"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vertexai\""
+markers = "extra == \"vertexai\""
files = [
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@@ -6062,7 +5997,7 @@ description = "An Amazon S3 Transfer Manager"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"bedrock\""
+markers = "extra == \"bedrock\""
files = [
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@@ -6081,7 +6016,7 @@ description = ""
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -6120,7 +6055,7 @@ description = "A set of python modules for machine learning and data mining"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -6176,7 +6111,7 @@ description = "Fundamental algorithms for scientific computing in Python"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "extra == \"sentence-transformers\" and python_version < \"3.10\""
+markers = "python_version == \"3.9\" and extra == \"sentence-transformers\""
files = [
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@@ -6220,7 +6155,7 @@ description = "Fundamental algorithms for scientific computing in Python"
optional = true
python-versions = ">=3.10"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"sentence-transformers\" or extra == \"ranx\") and (python_version >= \"3.10\" or extra == \"sentence-transformers\")"
+markers = "python_version >= \"3.10\" and (extra == \"ranx\" or extra == \"sentence-transformers\")"
files = [
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@@ -6276,7 +6211,7 @@ numpy = ">=1.23.5,<2.5"
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doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
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+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
[[package]]
name = "seaborn"
@@ -6285,7 +6220,7 @@ description = "Statistical data visualization"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -6308,7 +6243,7 @@ description = "State-of-the-Art Text Embeddings"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -6344,13 +6279,13 @@ files = [
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[package.extras]
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python-versions = ">=3.7"
groups = ["main"]
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description = "Sniff out which async library your code is running under"
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@@ -6895,7 +6823,7 @@ description = "threadpoolctl"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -6908,7 +6836,6 @@ description = "A tiny CSS parser"
optional = false
python-versions = ">=3.8"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -6928,7 +6855,7 @@ description = ""
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(extra == \"sentence-transformers\" or extra == \"cohere\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "extra == \"sentence-transformers\" or extra == \"cohere\""
files = [
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@@ -7005,7 +6932,6 @@ description = "Style preserving TOML library"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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{file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
@@ -7018,7 +6944,7 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
optional = true
python-versions = ">=3.9.0"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -7076,7 +7002,6 @@ description = "Tornado is a Python web framework and asynchronous networking lib
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7098,7 +7023,7 @@ description = "Fast, Extensible Progress Meter"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\") and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or python_version >= \"3.10\")"
+markers = "(python_version < \"3.12\" or extra == \"ranx\" or extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\") and (python_version >= \"3.10\" or extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\") and (extra == \"nltk\" or extra == \"openai\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"ranx\")"
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@@ -7121,7 +7046,6 @@ description = "Traitlets Python configuration system"
optional = false
python-versions = ">=3.8"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7138,7 +7062,7 @@ description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
optional = true
python-versions = ">=3.9.0"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"sentence-transformers\""
+markers = "extra == \"sentence-transformers\""
files = [
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@@ -7209,7 +7133,7 @@ description = "Support tools for TREC CAR participants. Also see trec-car.cs.unh
optional = true
python-versions = ">=3.6"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -7226,7 +7150,7 @@ 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\" and (python_version <= \"3.11\" or python_version >= \"3.12\")"
+markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and extra == \"sentence-transformers\""
files = [
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@@ -7247,7 +7171,6 @@ description = "Typing stubs for cffi"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7263,7 +7186,6 @@ description = "Typing stubs for pyOpenSSL"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7280,7 +7202,6 @@ description = "Typing stubs for PyYAML"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7293,7 +7214,6 @@ description = "Typing stubs for redis"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7310,7 +7230,7 @@ description = "Typing stubs for requests"
optional = true
python-versions = ">=3.7"
groups = ["main"]
-markers = "python_version < \"3.10\" and extra == \"cohere\""
+markers = "python_version == \"3.9\" and extra == \"cohere\""
files = [
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@@ -7326,7 +7246,7 @@ description = "Typing stubs for requests"
optional = true
python-versions = ">=3.8"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"cohere\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"cohere\""
files = [
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@@ -7342,7 +7262,6 @@ description = "Typing stubs for setuptools"
optional = false
python-versions = ">=3.9"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7355,7 +7274,6 @@ description = "Typing stubs for tabulate"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7368,7 +7286,7 @@ description = "Typing stubs for urllib3"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "python_version < \"3.10\" and extra == \"cohere\""
+markers = "python_version == \"3.9\" and extra == \"cohere\""
files = [
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@@ -7381,7 +7299,6 @@ description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
groups = ["main", "dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7394,7 +7311,7 @@ description = "Runtime inspection utilities for typing module."
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"mistralai\""
+markers = "extra == \"mistralai\""
files = [
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@@ -7404,6 +7321,21 @@ files = [
mypy-extensions = ">=0.3.0"
typing-extensions = ">=3.7.4"
+[[package]]
+name = "typing-inspection"
+version = "0.4.0"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
+ {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
[[package]]
name = "tzdata"
version = "2025.1"
@@ -7411,7 +7343,7 @@ description = "Provider of IANA time zone data"
optional = true
python-versions = ">=2"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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{file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
@@ -7424,7 +7356,7 @@ description = "Pure Python decompression module for .Z files compressed using Un
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
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@@ -7445,11 +7377,11 @@ files = [
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]
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+markers = {main = "python_version == \"3.9\" and (extra == \"bedrock\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\")", dev = "python_version == \"3.9\"", docs = "python_version == \"3.9\""}
[package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
[[package]]
@@ -7463,10 +7395,10 @@ files = [
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]
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+markers = {main = "python_version >= \"3.10\" and (extra == \"ranx\" or extra == \"bedrock\" or extra == \"sentence-transformers\" or extra == \"cohere\" or extra == \"vertexai\" or extra == \"voyageai\")", dev = "python_version >= \"3.10\"", docs = "python_version >= \"3.10\""}
[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
@@ -7478,7 +7410,6 @@ description = "Virtual Python Environment builder"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
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@@ -7491,7 +7422,7 @@ platformdirs = ">=3.9.1,<5"
[package.extras]
docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
[[package]]
name = "voyageai"
@@ -7500,7 +7431,7 @@ description = ""
optional = true
python-versions = "<4.0.0,>=3.7.1"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -7520,7 +7451,7 @@ description = "Python library to work with ARC and WARC files"
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "warc3_wet-0.2.5-py3-none-any.whl", hash = "sha256:5a9a525383fb1af159734baa75f349a7c4ec7bccd1b938681b5748515d2bf624"},
{file = "warc3_wet-0.2.5.tar.gz", hash = "sha256:15e50402dabaa1e95307f1e2a6169cfd5f137b70761d9f0b16a10aa6de227970"},
@@ -7533,7 +7464,7 @@ description = "Python library to work with ARC and WARC files, with fixes for Cl
optional = true
python-versions = "*"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "warc3-wet-clueweb09-0.2.5.tar.gz", hash = "sha256:3054bfc07da525d5967df8ca3175f78fa3f78514c82643f8c81fbca96300b836"},
]
@@ -7545,7 +7476,6 @@ description = "Measures the displayed width of unicode strings in a terminal"
optional = false
python-versions = "*"
groups = ["dev", "docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
{file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -7558,7 +7488,6 @@ description = "Character encoding aliases for legacy web content"
optional = false
python-versions = "*"
groups = ["docs"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
files = [
{file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
{file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -7571,7 +7500,6 @@ description = "Module for decorators, wrappers and monkey patching."
optional = false
python-versions = ">=3.8"
groups = ["dev"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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"},
@@ -7661,7 +7589,7 @@ description = "Yet another URL library"
optional = true
python-versions = ">=3.9"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"voyageai\""
+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"},
@@ -7763,14 +7691,14 @@ 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\"", docs = "python_version <= \"3.11\" or python_version >= \"3.12\""}
+markers = {dev = "python_version == \"3.9\""}
[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
type = ["pytest-mypy"]
[[package]]
@@ -7780,7 +7708,7 @@ description = "Low-level interface to the zlib library that enables capturing th
optional = true
python-versions = ">=3.6"
groups = ["main"]
-markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"ranx\" and python_version >= \"3.10\""
+markers = "python_version >= \"3.10\" and extra == \"ranx\""
files = [
{file = "zlib_state-0.1.9-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:97f45d0f80e9d7070229ecb36112eea6a17dc40053449a9c613ef837d9cb66b4"},
{file = "zlib_state-0.1.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3564eaa130f2533b87b82d0e622cfb5c25acec123e7bfe38d39db9ce6349cb52"},
@@ -7826,4 +7754,4 @@ voyageai = ["voyageai"]
[metadata]
lock-version = "2.1"
python-versions = ">=3.9,<3.14"
-content-hash = "dda6b62555ef815b019ad9aa8f35a7e41ac033f20202ba6a6b4947804a52e2d7"
+content-hash = "6004555f0d601947da22af5d7e24e86deb2934927e7934af00a9853e31bd46bc"
diff --git a/pyproject.toml b/pyproject.toml
index f84a527f..7200b280 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,6 +48,7 @@ mistralai = { version = ">=1.0.0", optional = true }
voyageai = { version = ">=0.2.2", optional = true }
ranx = { version = "^0.3.0", python=">=3.10", optional = true }
boto3 = {version = "1.36.0", optional = true, extras = ["bedrock"]}
+langcache = {path = "vendor/langcache-0.0.4-py3-none-any.whl"}
[tool.poetry.extras]
openai = ["openai"]
diff --git a/redisvl/extensions/cache/embeddings/embeddings.py b/redisvl/extensions/cache/embeddings/embeddings.py
index 795096bd..71a647df 100644
--- a/redisvl/extensions/cache/embeddings/embeddings.py
+++ b/redisvl/extensions/cache/embeddings/embeddings.py
@@ -7,7 +7,8 @@
from redisvl.extensions.cache.base import BaseCache
from redisvl.extensions.cache.embeddings.schema import CacheEntry
-from redisvl.redis.utils import convert_bytes, hashify
+from redisvl.redis.utils import convert_bytes
+from redisvl.utils.utils import hashify
class EmbeddingsCache(BaseCache):
diff --git a/redisvl/extensions/cache/llm/__init__.py b/redisvl/extensions/cache/llm/__init__.py
index 8381b3bf..edd1bcb8 100644
--- a/redisvl/extensions/cache/llm/__init__.py
+++ b/redisvl/extensions/cache/llm/__init__.py
@@ -4,6 +4,7 @@
This module provides LLM cache implementations for RedisVL.
"""
+from redisvl.extensions.cache.llm.langcache_api import LangCache
from redisvl.extensions.cache.llm.schema import (
CacheEntry,
CacheHit,
@@ -11,4 +12,10 @@
)
from redisvl.extensions.cache.llm.semantic import SemanticCache
-__all__ = ["SemanticCache", "CacheEntry", "CacheHit", "SemanticCacheIndexSchema"]
+__all__ = [
+ "SemanticCache",
+ "CacheEntry",
+ "CacheHit",
+ "SemanticCacheIndexSchema",
+ "LangCache",
+]
diff --git a/redisvl/extensions/cache/llm/langcache_api.py b/redisvl/extensions/cache/llm/langcache_api.py
new file mode 100644
index 00000000..f09bc9c1
--- /dev/null
+++ b/redisvl/extensions/cache/llm/langcache_api.py
@@ -0,0 +1,621 @@
+import asyncio
+import json
+from typing import Any, Dict, List, Optional, Union
+
+from langcache import APIError, APIErrorResponse
+from langcache import LangCache as LangCacheSDK
+from langcache.models import CacheEntryScope, CacheEntryScopeTypedDict
+
+from redisvl.extensions.cache.llm.base import BaseLLMCache
+from redisvl.extensions.cache.llm.schema import LangCacheOptions
+from redisvl.query.filter import FilterExpression
+from redisvl.utils.utils import (
+ current_timestamp,
+ denorm_cosine_distance,
+ norm_cosine_distance,
+)
+
+Scope = Optional[Union[CacheEntryScope, CacheEntryScopeTypedDict]]
+
+
+class CacheNotFound(RuntimeError):
+ """The specified LangCache cache was not found."""
+
+
+class LangCache(BaseLLMCache):
+ """Redis LangCache Service: API for managing a Redis LangCache"""
+
+ def __init__(
+ self,
+ name: str = "llmcache",
+ cache_id: Optional[str] = None,
+ distance_threshold: float = 0.1,
+ ttl: Optional[int] = None,
+ overwrite: bool = False,
+ create_if_missing: bool = False,
+ entry_scope: Scope = None,
+ redis_url: str = "redis://localhost:6379",
+ sdk_options: Optional[LangCacheOptions] = None,
+ **kwargs,
+ ):
+ """Initialize a LangCache client.
+
+ TODO: What's the difference between the name and ID of a LangCache cache?
+ You can't get a cache by name, only ID...
+
+ Args:
+ name: Name of the cache index to use in LangCache.
+ cache_id: ID of an existing cache to use.
+ distance_threshold: Threshold for semantic similarity (0.0 to 1.0).
+ ttl: Time-to-live for cache entries in seconds.
+ overwrite: Whether to overwrite an existing cache with the same name.
+ entry_scope: Optional scope for cache entries.
+ redis_url: URL for the Redis instance.
+ sdk_options: Optional configuration options for the LangCache SDK.
+ """
+ super().__init__(name=name, ttl=ttl, **kwargs)
+
+ self._name = name
+ self._distance_threshold = distance_threshold
+ self._ttl = ttl
+ self._entry_scope = entry_scope
+
+ if sdk_options is None:
+ sdk_options = LangCacheOptions()
+
+ options_dict = sdk_options.model_dump(exclude_none=True)
+ self._api = LangCacheSDK(**options_dict)
+
+ # Try to find the cache if given an ID. If not found and
+ # create_if_missing is False, raise an error. Otherwise, try to create a
+ # new cache.
+ if cache_id:
+ try:
+ self._api.cache.get(cache_id=cache_id)
+ except (APIError, APIErrorResponse):
+ if not create_if_missing:
+ raise CacheNotFound(f"LangCache cache with ID {cache_id} not found")
+ # We can't pass the cache ID to the create method, so reset it
+ cache_id = None
+ if not cache_id:
+ self._cache_id = self._api.cache.create(
+ index_name=self._name,
+ redis_urls=[redis_url],
+ overwrite_if_exists=overwrite,
+ ).cache_id
+ assert cache_id
+ self._cache_id = cache_id
+
+ @property
+ def distance_threshold(self) -> float:
+ """Get the current distance threshold for semantic similarity."""
+ return self._distance_threshold
+
+ def set_threshold(self, distance_threshold: float) -> None:
+ """Sets the semantic distance threshold for the cache.
+
+ Args:
+ distance_threshold: The semantic distance threshold.
+
+ Raises:
+ ValueError: If the threshold is not between 0 and 2.
+ """
+ if not 0 <= float(distance_threshold) <= 2:
+ raise ValueError("Distance threshold must be between 0 and 2")
+ self._distance_threshold = float(norm_cosine_distance(distance_threshold))
+
+ @property
+ def ttl(self) -> Optional[int]:
+ """Get the current TTL setting for cache entries."""
+ return self._ttl
+
+ def set_ttl(self, ttl: Optional[int] = None) -> None:
+ """Set the TTL for cache entries.
+
+ Args:
+ ttl: Time-to-live in seconds, or None to disable expiration.
+
+ Raises:
+ ValueError: If ttl is negative.
+ """
+ if ttl is not None and ttl < 0:
+ raise ValueError("TTL must be a positive integer or None")
+ self._ttl = ttl
+
+ def clear(self) -> None:
+ """Clear all entries from the cache while preserving the cache configuration."""
+ self._api.entries.delete_all(
+ cache_id=self._cache_id,
+ attributes={},
+ scope=(
+ self._entry_scope
+ if self._entry_scope is not None
+ else CacheEntryScope()
+ ),
+ )
+
+ async def aclear(self) -> None:
+ """Async clear all entries from the cache while preserving the cache configuration."""
+ await self._api.entries.delete_all_async(
+ cache_id=self._cache_id,
+ attributes={},
+ scope=(
+ self._entry_scope
+ if self._entry_scope is not None
+ else CacheEntryScope()
+ ),
+ )
+
+ def delete(self) -> None:
+ """Delete the cache and its index entirely."""
+ # First delete all entries
+ self.clear()
+ # Then delete the cache configuration
+ self._api.cache.delete(cache_id=self._cache_id)
+
+ async def adelete(self) -> None:
+ """Async delete the cache and its index entirely."""
+ # First delete all entries
+ await self.aclear()
+ # Then delete the cache configuration
+ await self._api.cache.delete_async(cache_id=self._cache_id)
+
+ def drop(self, ids: List[str]) -> None:
+ """Delete specific entries from the cache by their IDs.
+
+ Args:
+ ids: List of entry IDs to delete.
+ """
+ for entry_id in ids:
+ self._api.entries.delete(
+ cache_id=self._cache_id,
+ entry_id=entry_id,
+ )
+
+ async def adrop(self, ids: List[str]) -> None:
+ """Async delete specific entries from the cache by their IDs.
+
+ Args:
+ ids: List of entry IDs to delete.
+ """
+ for entry_id in ids:
+ await self._api.entries.delete_async(
+ cache_id=self._cache_id,
+ entry_id=entry_id,
+ )
+
+ def check(
+ self,
+ prompt: Optional[str] = None,
+ vector: Optional[List[float]] = None,
+ num_results: int = 1,
+ return_fields: Optional[List[str]] = None,
+ filter_expression: Optional[FilterExpression] = None,
+ distance_threshold: Optional[float] = None,
+ entry_scope: Scope = None,
+ ) -> List[Dict[str, Any]]:
+ """Check the cache for semantically similar prompts.
+
+ Args:
+ prompt: The text prompt to search for in the cache.
+ vector: Vector representation to search for (not supported in LangCache).
+ num_results: Number of results to return. Defaults to 1.
+ return_fields: Fields to return in results.
+ filter_expression: Optional filter to apply (not supported in LangCache).
+ distance_threshold: Override for semantic distance threshold.
+ entry_scope: Optional scope for cache entries.
+
+ Returns:
+ List of matching cache entries.
+
+ Raises:
+ ValueError: If neither prompt nor vector is provided.
+ TypeError: If return_fields is not a list.
+ """
+ if prompt is None:
+ raise ValueError("Must provide a prompt to check the cache")
+
+ if vector is not None:
+ # LangCache doesn't support direct vector search
+ raise ValueError("Vector search is not supported in LangCache")
+
+ if return_fields is not None and not isinstance(return_fields, list):
+ raise TypeError("return_fields must be a list of field names")
+
+ # Use the provided threshold or fall back to the instance default
+ threshold = (
+ distance_threshold
+ if distance_threshold is not None
+ else self._distance_threshold
+ )
+
+ # Use the provided scope or fall back to the instance default
+ scope = entry_scope if entry_scope is not None else self._entry_scope
+
+ # Search for similar entries
+ entries = self._api.entries.search(
+ cache_id=self._cache_id,
+ prompt=prompt,
+ similarity_threshold=threshold,
+ scope=scope,
+ )
+
+ # Format the results
+ results = []
+ for entry in entries[:num_results]:
+ # Create a base result with required fields
+ result = {
+ "key": entry.id,
+ "entry_id": entry.id,
+ "prompt": entry.prompt,
+ "response": entry.response,
+ "vector_distance": denorm_cosine_distance(entry.similarity),
+ }
+
+ # Add metadata if available
+ if hasattr(entry, "metadata") and entry.metadata is not None:
+ # Convert metadata object to dict
+ if not isinstance(entry.metadata, dict):
+ metadata_dict = {}
+ for key in dir(entry.metadata):
+ if not key.startswith("_"):
+ metadata_dict[key] = getattr(entry.metadata, key)
+ result["metadata"] = metadata_dict
+ else:
+ result["metadata"] = entry.metadata
+
+ # Add timestamps if available
+ if hasattr(entry, "inserted_at") and entry.inserted_at is not None:
+ result["inserted_at"] = entry.inserted_at
+ if hasattr(entry, "updated_at") and entry.updated_at is not None:
+ result["updated_at"] = entry.updated_at
+
+ # Filter fields if requested
+ if return_fields:
+ result = {
+ k: v for k, v in result.items() if k in return_fields or k == "key"
+ }
+
+ results.append(result)
+
+ return results
+
+ async def acheck(
+ self,
+ prompt: Optional[str] = None,
+ vector: Optional[List[float]] = None,
+ num_results: int = 1,
+ return_fields: Optional[List[str]] = None,
+ filter_expression: Optional[FilterExpression] = None,
+ distance_threshold: Optional[float] = None,
+ entry_scope: Scope = None,
+ ) -> List[Dict[str, Any]]:
+ """Async check the cache for semantically similar prompts.
+
+ Args:
+ prompt: The text prompt to search for in the cache.
+ vector: Vector representation to search for (not supported in LangCache).
+ num_results: Number of results to return. Defaults to 1.
+ return_fields: Fields to return in results.
+ filter_expression: Optional filter to apply (not supported in LangCache).
+ distance_threshold: Override for semantic distance threshold.
+ entry_scope: Optional scope for cache entries.
+
+ Returns:
+ List of matching cache entries.
+
+ Raises:
+ ValueError: If neither prompt nor vector is provided.
+ TypeError: If return_fields is not a list.
+ """
+ if prompt is None:
+ raise ValueError("Must provide a prompt to check the cache")
+
+ if vector is not None:
+ # LangCache doesn't support direct vector search
+ raise ValueError("Vector search is not supported in LangCache")
+
+ if return_fields is not None and not isinstance(return_fields, list):
+ raise TypeError("return_fields must be a list of field names")
+
+ # Use the provided threshold or fall back to the instance default
+ threshold = (
+ distance_threshold
+ if distance_threshold is not None
+ else self._distance_threshold
+ )
+
+ # Use the provided scope or fall back to the instance default
+ scope = entry_scope if entry_scope is not None else self._entry_scope
+
+ # Search for similar entries
+ entries = await self._api.entries.search_async(
+ cache_id=self._cache_id,
+ prompt=prompt,
+ similarity_threshold=threshold,
+ scope=scope,
+ )
+
+ # Format the results
+ results = []
+ for entry in entries[:num_results]:
+ # Create a base result with required fields
+ result = {
+ "key": entry.id,
+ "entry_id": entry.id,
+ "prompt": entry.prompt,
+ "response": entry.response,
+ "vector_distance": denorm_cosine_distance(entry.similarity),
+ }
+
+ # Add metadata if available
+ if hasattr(entry, "metadata") and entry.metadata is not None:
+ # Convert metadata object to dict
+ if not isinstance(entry.metadata, dict):
+ metadata_dict = {}
+ for key in dir(entry.metadata):
+ if not key.startswith("_"):
+ metadata_dict[key] = getattr(entry.metadata, key)
+ result["metadata"] = metadata_dict
+ else:
+ result["metadata"] = entry.metadata
+
+ # Add timestamps if available
+ if hasattr(entry, "inserted_at") and entry.inserted_at is not None:
+ result["inserted_at"] = entry.inserted_at
+ if hasattr(entry, "updated_at") and entry.updated_at is not None:
+ result["updated_at"] = entry.updated_at
+
+ # Filter fields if requested
+ if return_fields:
+ result = {
+ k: v for k, v in result.items() if k in return_fields or k == "key"
+ }
+
+ results.append(result)
+
+ return results
+
+ def store(
+ self,
+ prompt: str,
+ response: str,
+ vector: Optional[List[float]] = None,
+ metadata: Optional[Dict[str, Any]] = None,
+ filters: Optional[Dict[str, Any]] = None,
+ ttl: Optional[int] = None,
+ entry_scope: Scope = None,
+ ) -> str:
+ """Store a prompt-response pair in the cache.
+
+ Args:
+ prompt: The user prompt to cache.
+ response: The LLM response to cache.
+ vector: Optional embedding vector (not used in LangCache).
+ metadata: Optional metadata to store with the entry.
+ filters: Optional filters for retrieval (used as attributes in LangCache).
+ ttl: Optional TTL override in seconds.
+ entry_scope: Optional scope for the cache entry.
+
+ Returns:
+ The ID of the cached entry.
+
+ Raises:
+ ValueError: If metadata is not a dictionary.
+ """
+ if metadata is not None and not isinstance(metadata, dict):
+ raise ValueError("Metadata must be a dictionary")
+
+ # Prepare attributes (filters in LangCache terminology)
+ attributes = {}
+ if filters:
+ attributes.update(filters)
+
+ # Add metadata as a serialized JSON string
+ if metadata:
+ attributes["metadata"] = json.dumps(metadata)
+
+ # Use the provided scope or fall back to the instance default
+ scope = entry_scope if entry_scope is not None else self._entry_scope
+
+ # Convert TTL from seconds to milliseconds for LangCache SDK
+ ttl = ttl or self._ttl
+ ttl_millis = ttl * 1000 if ttl is not None else None
+
+ # Store the entry
+ result = self._api.entries.create(
+ cache_id=self._cache_id,
+ prompt=prompt,
+ response=response,
+ attributes=attributes,
+ ttl_millis=ttl_millis,
+ scope=scope,
+ )
+
+ return result.entry_id
+
+ async def astore(
+ self,
+ prompt: str,
+ response: str,
+ vector: Optional[List[float]] = None,
+ metadata: Optional[Dict[str, Any]] = None,
+ filters: Optional[Dict[str, Any]] = None,
+ ttl: Optional[int] = None,
+ entry_scope: Scope = None,
+ ) -> str:
+ """Async store a prompt-response pair in the cache.
+
+ Args:
+ prompt: The user prompt to cache.
+ response: The LLM response to cache.
+ vector: Optional embedding vector (not used in LangCache).
+ metadata: Optional metadata to store with the entry.
+ filters: Optional filters for retrieval (used as attributes in LangCache).
+ ttl: Optional TTL override in seconds.
+ entry_scope: Optional scope for the cache entry.
+
+ Returns:
+ The ID of the cached entry.
+
+ Raises:
+ ValueError: If metadata is not a dictionary.
+ """
+ if metadata is not None and not isinstance(metadata, dict):
+ raise ValueError("Metadata must be a dictionary")
+
+ # Prepare attributes (filters in LangCache terminology)
+ attributes = {}
+ if filters:
+ attributes.update(filters)
+
+ # Add metadata as a serialized JSON string
+ if metadata:
+ attributes["metadata"] = json.dumps(metadata)
+
+ # Use the provided scope or fall back to the instance default
+ scope = entry_scope if entry_scope is not None else self._entry_scope
+
+ # Convert TTL from seconds to milliseconds for LangCache SDK
+ ttl_millis = ttl * 1000 if ttl is not None else None
+
+ # Store the entry
+ result = await self._api.entries.create_async(
+ cache_id=self._cache_id,
+ prompt=prompt,
+ response=response,
+ attributes=attributes,
+ ttl_millis=ttl_millis,
+ scope=scope,
+ )
+
+ return result.entry_id
+
+ def update(self, key: str, **kwargs) -> None:
+ """Update specific fields within an existing cache entry.
+
+ Args:
+ key: The ID of the entry to update.
+ **kwargs: Field-value pairs to update.
+ """
+ # LangCache doesn't support partial updates, so we need to get the entry first
+ entry = self._api.entries.get( # type: ignore[attr-defined]
+ cache_id=self._cache_id,
+ entry_id=key,
+ )
+
+ # Prepare the update data
+ update_data = {
+ "prompt": entry.prompt,
+ "response": entry.response,
+ "attributes": {},
+ }
+
+ # Update with new values
+ if "prompt" in kwargs:
+ update_data["prompt"] = kwargs["prompt"]
+ if "response" in kwargs:
+ update_data["response"] = kwargs["response"]
+
+ # Handle metadata and filters
+ if hasattr(entry, "attributes") and entry.attributes:
+ update_data["attributes"] = entry.attributes
+
+ if "metadata" in kwargs:
+ if kwargs["metadata"] is not None:
+ update_data["attributes"]["metadata"] = json.dumps(kwargs["metadata"])
+ elif "metadata" in update_data["attributes"]:
+ del update_data["attributes"]["metadata"]
+
+ if "filters" in kwargs and kwargs["filters"]:
+ update_data["attributes"].update(kwargs["filters"])
+
+ # Update the entry
+ self._api.entries.update( # type: ignore[attr-defined]
+ cache_id=self._cache_id,
+ entry_id=key,
+ prompt=update_data["prompt"],
+ response=update_data["response"],
+ attributes=update_data["attributes"],
+ )
+
+ async def aupdate(self, key: str, **kwargs) -> None:
+ """Async update specific fields within an existing cache entry.
+
+ Args:
+ key: The ID of the entry to update.
+ **kwargs: Field-value pairs to update.
+ """
+ # LangCache doesn't support partial updates, so we need to get the entry first
+ entry = await self._api.entries.get_async( # type: ignore[attr-defined]
+ cache_id=self._cache_id,
+ entry_id=key,
+ )
+
+ # Prepare the update data
+ update_data = {
+ "prompt": entry.prompt,
+ "response": entry.response,
+ "attributes": {},
+ }
+
+ # Update with new values
+ if "prompt" in kwargs:
+ update_data["prompt"] = kwargs["prompt"]
+ if "response" in kwargs:
+ update_data["response"] = kwargs["response"]
+
+ # Handle metadata and filters
+ if hasattr(entry, "attributes") and entry.attributes:
+ update_data["attributes"] = entry.attributes
+
+ if "metadata" in kwargs:
+ if kwargs["metadata"] is not None:
+ update_data["attributes"]["metadata"] = json.dumps(kwargs["metadata"])
+ elif "metadata" in update_data["attributes"]:
+ del update_data["attributes"]["metadata"]
+
+ if "filters" in kwargs and kwargs["filters"]:
+ update_data["attributes"].update(kwargs["filters"])
+
+ # Update the entry
+ await self._api.entries.update_async( # type: ignore[attr-defined]
+ cache_id=self._cache_id,
+ entry_id=key,
+ prompt=update_data["prompt"],
+ response=update_data["response"],
+ attributes=update_data["attributes"],
+ )
+
+ def disconnect(self) -> None:
+ """Disconnect from LangCache."""
+ if (
+ hasattr(self._api.sdk_configuration, "client")
+ and self._api.sdk_configuration.client
+ ):
+ self._api.sdk_configuration.client.close()
+
+ async def adisconnect(self) -> None:
+ """Async disconnect from Redis."""
+ if (
+ hasattr(self._api.sdk_configuration, "async_client")
+ and self._api.sdk_configuration.async_client
+ ):
+ await self._api.sdk_configuration.async_client.aclose()
+
+ def __enter__(self):
+ """Context manager entry."""
+ return self._api.__enter__()
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ """Context manager exit."""
+ return self._api.__exit__(exc_type, exc_val, exc_tb)
+
+ async def __aenter__(self):
+ """Async context manager entry."""
+ await self._api.__aenter__()
+ return self
+
+ async def __aexit__(self, exc_type, exc_val, exc_tb):
+ """Async context manager exit."""
+ await self._api.__aexit__(exc_type, exc_val, exc_tb)
diff --git a/redisvl/extensions/cache/llm/schema.py b/redisvl/extensions/cache/llm/schema.py
index fa6f720a..6857dba0 100644
--- a/redisvl/extensions/cache/llm/schema.py
+++ b/redisvl/extensions/cache/llm/schema.py
@@ -1,5 +1,9 @@
from typing import Any, Dict, List, Optional
+from langcache.httpclient import AsyncHttpClient, HttpClient
+from langcache.types import UNSET, OptionalNullable
+from langcache.utils.logger import Logger
+from langcache.utils.retries import RetryConfig
from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
from redisvl.extensions.constants import (
@@ -9,9 +13,9 @@
RESPONSE_FIELD_NAME,
UPDATED_AT_FIELD_NAME,
)
-from redisvl.redis.utils import array_to_buffer, hashify
+from redisvl.redis.utils import array_to_buffer
from redisvl.schema import IndexSchema
-from redisvl.utils.utils import current_timestamp, deserialize, serialize
+from redisvl.utils.utils import current_timestamp, deserialize, hashify, serialize
class CacheEntry(BaseModel):
@@ -110,11 +114,33 @@ def to_dict(self) -> Dict[str, Any]:
return data
+class LangCacheOptions(BaseModel):
+ """Options for the LangCache SDK client."""
+
+ server_idx: Optional[int] = None
+ """The index of the server to use for all methods."""
+ server_url: Optional[str] = None
+ """The server URL to use for all methods."""
+ url_params: Optional[Dict[str, str]] = None
+ """Parameters to optionally template the server URL with."""
+ client: Optional[HttpClient] = None
+ """The HTTP client to use for all synchronous methods."""
+ async_client: Optional[AsyncHttpClient] = None
+ """The Async HTTP client to use for all asynchronous methods."""
+ retry_config: OptionalNullable[RetryConfig] = UNSET
+ """The retry configuration to use for all supported methods."""
+ timeout_ms: Optional[int] = None
+ """Optional request timeout applied to each operation in milliseconds."""
+ debug_logger: Optional[Any] = None
+ """Optional logger for debugging."""
+
+ model_config = ConfigDict(arbitrary_types_allowed=True)
+
+
class SemanticCacheIndexSchema(IndexSchema):
@classmethod
def from_params(cls, name: str, prefix: str, vector_dims: int, dtype: str):
-
return cls(
index={"name": name, "prefix": prefix}, # type: ignore
fields=[ # type: ignore
diff --git a/redisvl/extensions/cache/llm/semantic.py b/redisvl/extensions/cache/llm/semantic.py
index 0232514f..6c9114b1 100644
--- a/redisvl/extensions/cache/llm/semantic.py
+++ b/redisvl/extensions/cache/llm/semantic.py
@@ -22,11 +22,11 @@
from redisvl.index import AsyncSearchIndex, SearchIndex
from redisvl.query import VectorRangeQuery
from redisvl.query.filter import FilterExpression
-from redisvl.redis.utils import hashify
from redisvl.utils.log import get_logger
from redisvl.utils.utils import (
current_timestamp,
deprecated_argument,
+ hashify,
serialize,
validate_vector_dims,
)
diff --git a/redisvl/extensions/llmcache/__init__.py b/redisvl/extensions/llmcache/__init__.py
index 732b0694..393d2d27 100644
--- a/redisvl/extensions/llmcache/__init__.py
+++ b/redisvl/extensions/llmcache/__init__.py
@@ -21,10 +21,13 @@
stacklevel=2,
)
+from redisvl.extensions.cache.llm.langcache_api import LangCache
+
__all__ = [
"BaseLLMCache",
"SemanticCache",
"CacheEntry",
"CacheHit",
"SemanticCacheIndexSchema",
+ "LangCache",
]
diff --git a/redisvl/extensions/router/semantic.py b/redisvl/extensions/router/semantic.py
index ab86f240..576a5805 100644
--- a/redisvl/extensions/router/semantic.py
+++ b/redisvl/extensions/router/semantic.py
@@ -21,9 +21,14 @@
from redisvl.query import FilterQuery, VectorRangeQuery
from redisvl.query.filter import Tag
from redisvl.redis.connection import RedisConnectionFactory
-from redisvl.redis.utils import convert_bytes, hashify, make_dict
+from redisvl.redis.utils import convert_bytes, make_dict
from redisvl.utils.log import get_logger
-from redisvl.utils.utils import deprecated_argument, model_to_dict, scan_by_pattern
+from redisvl.utils.utils import (
+ deprecated_argument,
+ hashify,
+ model_to_dict,
+ scan_by_pattern,
+)
from redisvl.utils.vectorize.base import BaseVectorizer
from redisvl.utils.vectorize.text.huggingface import HFTextVectorizer
diff --git a/redisvl/redis/utils.py b/redisvl/redis/utils.py
index bce8bf4b..d744497f 100644
--- a/redisvl/redis/utils.py
+++ b/redisvl/redis/utils.py
@@ -1,8 +1,6 @@
-import hashlib
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List
import numpy as np
-from ml_dtypes import bfloat16
from redisvl.schema.fields import VectorDataType
@@ -53,11 +51,3 @@ def buffer_to_array(buffer: bytes, dtype: str) -> List[Any]:
f"Invalid data type: {dtype}. Supported types are: {[t.lower() for t in VectorDataType]}"
)
return np.frombuffer(buffer, dtype=dtype.lower()).tolist() # type: ignore[return-value]
-
-
-def hashify(content: str, extras: Optional[Dict[str, Any]] = None) -> str:
- """Create a secure hash of some arbitrary input text and optional dictionary."""
- if extras:
- extra_string = " ".join([str(k) + str(v) for k, v in sorted(extras.items())])
- content = content + extra_string
- return hashlib.sha256(content.encode("utf-8")).hexdigest()
diff --git a/redisvl/utils/utils.py b/redisvl/utils/utils.py
index ff52fcb0..b9294d63 100644
--- a/redisvl/utils/utils.py
+++ b/redisvl/utils/utils.py
@@ -1,4 +1,5 @@
import asyncio
+import hashlib
import inspect
import json
import logging
@@ -233,3 +234,11 @@ def scan_by_pattern(
from redisvl.redis.utils import convert_bytes
return convert_bytes(list(redis_client.scan_iter(match=pattern)))
+
+
+def hashify(content: str, extras: Optional[Dict[str, Any]] = None) -> str:
+ """Create a secure hash of some arbitrary input text and optional dictionary."""
+ if extras:
+ extra_string = " ".join([str(k) + str(v) for k, v in sorted(extras.items())])
+ content = content + extra_string
+ return hashlib.sha256(content.encode("utf-8")).hexdigest()
diff --git a/tests/conftest.py b/tests/conftest.py
index 6a083539..9995ff88 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -10,6 +10,19 @@
from redisvl.utils.vectorize import HFTextVectorizer
+@pytest.fixture(scope="session")
+def worker_id(request):
+ """
+ Get the worker ID for the current test.
+
+ In pytest-xdist, the config has "workerid" in workerinput.
+ This fixture abstracts that logic to provide a consistent worker_id
+ across all tests.
+ """
+ workerinput = getattr(request.config, "workerinput", {})
+ return workerinput.get("workerid", "master")
+
+
@pytest.fixture(autouse=True)
def set_tokenizers_parallelism():
"""Disable tokenizers parallelism in tests to avoid deadlocks"""
@@ -17,16 +30,12 @@ def set_tokenizers_parallelism():
@pytest.fixture(scope="session", autouse=True)
-def redis_container(request):
+def redis_container(worker_id):
"""
If using xdist, create a unique Compose project for each xdist worker by
setting COMPOSE_PROJECT_NAME. That prevents collisions on container/volume
names.
"""
- # In xdist, the config has "workerid" in workerinput
- workerinput = getattr(request.config, "workerinput", {})
- worker_id = workerinput.get("workerid", "master")
-
# Set the Compose project name so containers do not clash across workers
os.environ["COMPOSE_PROJECT_NAME"] = f"redis_test_{worker_id}"
os.environ.setdefault("REDIS_IMAGE", "redis/redis-stack-server:latest")
@@ -80,6 +89,16 @@ def hf_vectorizer():
)
+@pytest.fixture(scope="session")
+def hf_vectorizer_float16():
+ return HFTextVectorizer(dtype="float16")
+
+
+@pytest.fixture(scope="session")
+def hf_vectorizer_with_model():
+ return HFTextVectorizer("sentence-transformers/all-mpnet-base-v2")
+
+
@pytest.fixture
def sample_datetimes():
return {
@@ -196,16 +215,17 @@ def pytest_collection_modifyitems(
@pytest.fixture
-def flat_index(sample_data, redis_url):
+def flat_index(sample_data, redis_url, worker_id):
"""
A fixture that uses the "flag" algorithm for its vector field.
"""
+
# construct a search index from the schema
index = SearchIndex.from_dict(
{
"index": {
- "name": "user_index",
- "prefix": "v1",
+ "name": f"user_index_{worker_id}",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
@@ -250,16 +270,17 @@ def hash_preprocess(item: dict) -> dict:
@pytest.fixture
-async def async_flat_index(sample_data, redis_url):
+async def async_flat_index(sample_data, redis_url, worker_id):
"""
A fixture that uses the "flag" algorithm for its vector field.
"""
+
# construct a search index from the schema
index = AsyncSearchIndex.from_dict(
{
"index": {
- "name": "user_index",
- "prefix": "v1",
+ "name": f"user_index_{worker_id}",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
@@ -304,15 +325,16 @@ def hash_preprocess(item: dict) -> dict:
@pytest.fixture
-async def async_hnsw_index(sample_data, redis_url):
+async def async_hnsw_index(sample_data, redis_url, worker_id):
"""
A fixture that uses the "hnsw" algorithm for its vector field.
"""
+
index = AsyncSearchIndex.from_dict(
{
"index": {
- "name": "user_index",
- "prefix": "v1",
+ "name": f"user_index_{worker_id}",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
@@ -354,15 +376,16 @@ def hash_preprocess(item: dict) -> dict:
@pytest.fixture
-def hnsw_index(sample_data, redis_url):
+def hnsw_index(sample_data, redis_url, worker_id):
"""
A fixture that uses the "hnsw" algorithm for its vector field.
"""
+
index = SearchIndex.from_dict(
{
"index": {
- "name": "user_index",
- "prefix": "v1",
+ "name": f"user_index_{worker_id}",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
diff --git a/tests/integration/test_aggregation.py b/tests/integration/test_aggregation.py
index deab8afe..222f8b9f 100644
--- a/tests/integration/test_aggregation.py
+++ b/tests/integration/test_aggregation.py
@@ -10,12 +10,12 @@
@pytest.fixture
-def index(sample_data, redis_url):
+def index(sample_data, redis_url, worker_id):
index = SearchIndex.from_dict(
{
"index": {
- "name": "user_index",
- "prefix": "v1",
+ "name": f"user_index_{worker_id}",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
diff --git a/tests/integration/test_async_search_index.py b/tests/integration/test_async_search_index.py
index 4df7cb06..7ae66774 100644
--- a/tests/integration/test_async_search_index.py
+++ b/tests/integration/test_async_search_index.py
@@ -32,13 +32,24 @@ def async_index(index_schema, async_client):
@pytest.fixture
-def async_index_from_dict():
- return AsyncSearchIndex.from_dict({"index": {"name": "my_index"}, "fields": fields})
+def async_index_from_dict(worker_id):
+
+ return AsyncSearchIndex.from_dict(
+ {
+ "index": {"name": f"my_index_{worker_id}", "prefix": f"rvl_{worker_id}"},
+ "fields": fields,
+ }
+ )
@pytest.fixture
-def async_index_from_yaml():
- return AsyncSearchIndex.from_yaml("schemas/test_json_schema.yaml")
+def async_index_from_yaml(worker_id):
+
+ index = AsyncSearchIndex.from_yaml("schemas/test_json_schema.yaml")
+ # Update the index name and prefix to include worker_id
+ index.schema.index.name = f"{index.schema.index.name}_{worker_id}"
+ index.schema.index.prefix = f"{index.schema.index.prefix}_{worker_id}"
+ return index
def test_search_index_properties(index_schema, async_index):
@@ -56,18 +67,18 @@ def test_search_index_properties(index_schema, async_index):
def test_search_index_from_yaml(async_index_from_yaml):
- assert async_index_from_yaml.name == "json-test"
+ assert async_index_from_yaml.name.startswith("json-test")
assert async_index_from_yaml.client is None
- assert async_index_from_yaml.prefix == "json"
+ assert async_index_from_yaml.prefix.startswith("json")
assert async_index_from_yaml.key_separator == ":"
assert async_index_from_yaml.storage_type == StorageType.JSON
assert async_index_from_yaml.key("foo").startswith(async_index_from_yaml.prefix)
def test_search_index_from_dict(async_index_from_dict):
- assert async_index_from_dict.name == "my_index"
+ assert async_index_from_dict.name.startswith("my_index")
assert async_index_from_dict.client is None
- assert async_index_from_dict.prefix == "rvl"
+ assert async_index_from_dict.prefix.startswith("rvl")
assert async_index_from_dict.key_separator == ":"
assert async_index_from_dict.storage_type == StorageType.HASH
assert len(async_index_from_dict.schema.fields) == len(fields)
diff --git a/tests/integration/test_embedcache.py b/tests/integration/test_embedcache.py
index 45150989..e6545cb1 100644
--- a/tests/integration/test_embedcache.py
+++ b/tests/integration/test_embedcache.py
@@ -7,7 +7,7 @@
from redis.exceptions import ConnectionError
from redisvl.extensions.cache.embeddings.embeddings import EmbeddingsCache
-from redisvl.redis.utils import hashify
+from redisvl.utils.utils import hashify
@pytest.fixture
diff --git a/tests/integration/test_flow.py b/tests/integration/test_flow.py
index 7542528a..25aedd8d 100644
--- a/tests/integration/test_flow.py
+++ b/tests/integration/test_flow.py
@@ -42,7 +42,12 @@
@pytest.mark.parametrize("schema", [hash_schema, json_schema])
-def test_simple(client, schema, sample_data):
+def test_simple(client, schema, sample_data, worker_id):
+ # Update schema with worker_id
+ schema = schema.copy()
+ schema["index"] = schema["index"].copy()
+ schema["index"]["name"] = f"{schema['index']['name']}_{worker_id}"
+ schema["index"]["prefix"] = f"{schema['index']['prefix']}_{worker_id}"
index = SearchIndex.from_dict(schema, redis_client=client)
# create the index
index.create(overwrite=True, drop=True)
diff --git a/tests/integration/test_flow_async.py b/tests/integration/test_flow_async.py
index c727fd28..583dc0b3 100644
--- a/tests/integration/test_flow_async.py
+++ b/tests/integration/test_flow_async.py
@@ -46,7 +46,12 @@
@pytest.mark.asyncio
@pytest.mark.parametrize("schema", [hash_schema, json_schema])
-async def test_simple(async_client, schema, sample_data):
+async def test_simple(async_client, schema, sample_data, worker_id):
+ # Update schema with worker_id
+ schema = schema.copy()
+ schema["index"] = schema["index"].copy()
+ schema["index"]["name"] = f"{schema['index']['name']}_{worker_id}"
+ schema["index"]["prefix"] = f"{schema['index']['prefix']}_{worker_id}"
index = AsyncSearchIndex.from_dict(schema, redis_client=async_client)
# create the index
await index.create(overwrite=True, drop=True)
diff --git a/tests/integration/test_llmcache.py b/tests/integration/test_llmcache.py
index 43bad503..8dde93b2 100644
--- a/tests/integration/test_llmcache.py
+++ b/tests/integration/test_llmcache.py
@@ -21,8 +21,9 @@ def vectorizer():
@pytest.fixture
-def cache(vectorizer, redis_url):
+def cache(vectorizer, redis_url, worker_id):
cache_instance = SemanticCache(
+ name=f"llmcache_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
redis_url=redis_url,
@@ -32,8 +33,9 @@ def cache(vectorizer, redis_url):
@pytest.fixture
-def cache_with_filters(vectorizer, redis_url):
+def cache_with_filters(vectorizer, redis_url, worker_id):
cache_instance = SemanticCache(
+ name=f"llmcache_filters_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
filterable_fields=[{"name": "label", "type": "tag"}],
@@ -44,25 +46,33 @@ def cache_with_filters(vectorizer, redis_url):
@pytest.fixture
-def cache_no_cleanup(vectorizer, redis_url):
+def cache_no_cleanup(vectorizer, redis_url, worker_id):
cache_instance = SemanticCache(
- vectorizer=vectorizer, distance_threshold=0.2, redis_url=redis_url
+ name=f"llmcache_no_cleanup_{worker_id}",
+ vectorizer=vectorizer,
+ distance_threshold=0.2,
+ redis_url=redis_url,
)
yield cache_instance
@pytest.fixture
-def cache_with_ttl(vectorizer, redis_url):
+def cache_with_ttl(vectorizer, redis_url, worker_id):
cache_instance = SemanticCache(
- vectorizer=vectorizer, distance_threshold=0.2, ttl=2, redis_url=redis_url
+ name=f"llmcache_ttl_{worker_id}",
+ vectorizer=vectorizer,
+ distance_threshold=0.2,
+ ttl=2,
+ redis_url=redis_url,
)
yield cache_instance
cache_instance._index.delete(True) # Clean up index
@pytest.fixture
-def cache_with_redis_client(vectorizer, client):
+def cache_with_redis_client(vectorizer, client, worker_id):
cache_instance = SemanticCache(
+ name=f"llmcache_client_{worker_id}",
vectorizer=vectorizer,
redis_client=client,
distance_threshold=0.2,
@@ -545,9 +555,10 @@ async def test_async_check_invalid_input(cache):
await cache.acheck(prompt="test", return_fields="bad value")
-def test_bad_connection_info(vectorizer):
+def test_bad_connection_info(vectorizer, worker_id):
with pytest.raises(ConnectionError):
SemanticCache(
+ name=f"test_bad_connection_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
redis_url="redis://localhost:6389",
@@ -736,9 +747,10 @@ def test_cache_filtering(cache_with_filters):
assert len(results) == 0
-def test_cache_bad_filters(vectorizer, redis_url):
+def test_cache_bad_filters(vectorizer, redis_url, worker_id):
with pytest.raises(ValueError):
cache_instance = SemanticCache(
+ name=f"test_bad_filters_1_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
# invalid field type
@@ -751,6 +763,7 @@ def test_cache_bad_filters(vectorizer, redis_url):
with pytest.raises(ValueError):
cache_instance = SemanticCache(
+ name=f"test_bad_filters_2_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
# duplicate field type
@@ -763,6 +776,7 @@ def test_cache_bad_filters(vectorizer, redis_url):
with pytest.raises(ValueError):
cache_instance = SemanticCache(
+ name=f"test_bad_filters_3_{worker_id}",
vectorizer=vectorizer,
distance_threshold=0.2,
# reserved field name
@@ -798,9 +812,9 @@ def test_complex_filters(cache_with_filters):
assert len(results) == 1
-def test_cache_index_overwrite(redis_url):
+def test_cache_index_overwrite(redis_url, worker_id):
cache_no_tags = SemanticCache(
- name="test_cache",
+ name=f"test_cache_{worker_id}",
redis_url=redis_url,
)
@@ -829,13 +843,13 @@ def test_cache_index_overwrite(redis_url):
with pytest.raises((RedisModuleVersionError, ValueError)):
SemanticCache(
- name="test_cache",
+ name=f"test_cache_{worker_id}",
redis_url=redis_url,
filterable_fields=[{"name": "some_tag", "type": "tag"}],
)
cache_overwrite = SemanticCache(
- name="test_cache",
+ name=f"test_cache_{worker_id}",
redis_url=redis_url,
filterable_fields=[{"name": "some_tag", "type": "tag"}],
overwrite=True,
@@ -848,9 +862,9 @@ def test_cache_index_overwrite(redis_url):
assert len(response) == 1
-def test_no_key_collision_on_identical_prompts(redis_url):
+def test_no_key_collision_on_identical_prompts(redis_url, worker_id):
private_cache = SemanticCache(
- name="private_cache",
+ name=f"private_cache_{worker_id}",
redis_url=redis_url,
filterable_fields=[
{"name": "user_id", "type": "tag"},
@@ -890,18 +904,24 @@ def test_no_key_collision_on_identical_prompts(redis_url):
assert len(filtered_results) == 2
-def test_create_cache_with_different_vector_types():
+def test_create_cache_with_different_vector_types(worker_id):
try:
- bfloat_cache = SemanticCache(name="bfloat_cache", dtype="bfloat16")
+ bfloat_cache = SemanticCache(name=f"bfloat_cache_{worker_id}", dtype="bfloat16")
bfloat_cache.store("bfloat16 prompt", "bfloat16 response")
- float16_cache = SemanticCache(name="float16_cache", dtype="float16")
+ float16_cache = SemanticCache(
+ name=f"float16_cache_{worker_id}", dtype="float16"
+ )
float16_cache.store("float16 prompt", "float16 response")
- float32_cache = SemanticCache(name="float32_cache", dtype="float32")
+ float32_cache = SemanticCache(
+ name=f"float32_cache_{worker_id}", dtype="float32"
+ )
float32_cache.store("float32 prompt", "float32 response")
- float64_cache = SemanticCache(name="float64_cache", dtype="float64")
+ float64_cache = SemanticCache(
+ name=f"float64_cache_{worker_id}", dtype="float64"
+ )
float64_cache.store("float64 prompt", "float64 response")
for cache in [bfloat_cache, float16_cache, float32_cache, float64_cache]:
@@ -911,13 +931,13 @@ def test_create_cache_with_different_vector_types():
pytest.skip("Not using a late enough version of Redis")
-def test_bad_dtype_connecting_to_existing_cache(redis_url):
+def test_bad_dtype_connecting_to_existing_cache(redis_url, worker_id):
try:
cache = SemanticCache(
- name="float64_cache", dtype="float64", redis_url=redis_url
+ name=f"float64_cache_{worker_id}", dtype="float64", redis_url=redis_url
)
same_type = SemanticCache(
- name="float64_cache", dtype="float64", redis_url=redis_url
+ name=f"float64_cache_{worker_id}", dtype="float64", redis_url=redis_url
)
# under the hood uses from_existing
except RedisModuleVersionError:
@@ -925,35 +945,35 @@ def test_bad_dtype_connecting_to_existing_cache(redis_url):
with pytest.raises(ValueError):
bad_type = SemanticCache(
- name="float64_cache", dtype="float16", redis_url=redis_url
+ name=f"float64_cache_{worker_id}", dtype="float16", redis_url=redis_url
)
-def test_vectorizer_dtype_mismatch(redis_url):
+def test_vectorizer_dtype_mismatch(redis_url, hf_vectorizer_float16, worker_id):
with pytest.raises(ValueError):
SemanticCache(
- name="test_dtype_mismatch",
+ name=f"test_dtype_mismatch_{worker_id}",
dtype="float32",
- vectorizer=HFTextVectorizer(dtype="float16"),
+ vectorizer=hf_vectorizer_float16,
redis_url=redis_url,
overwrite=True,
)
-def test_invalid_vectorizer(redis_url):
+def test_invalid_vectorizer(redis_url, worker_id):
with pytest.raises(TypeError):
SemanticCache(
- name="test_invalid_vectorizer",
+ name=f"test_invalid_vectorizer_{worker_id}",
vectorizer="invalid_vectorizer", # type: ignore
redis_url=redis_url,
overwrite=True,
)
-def test_passes_through_dtype_to_default_vectorizer(redis_url):
+def test_passes_through_dtype_to_default_vectorizer(redis_url, worker_id):
# The default is float32, so we should see float64 if we pass it in.
cache = SemanticCache(
- name="test_pass_through_dtype",
+ name=f"test_pass_through_dtype_{worker_id}",
dtype="float64",
redis_url=redis_url,
overwrite=True,
@@ -961,10 +981,10 @@ def test_passes_through_dtype_to_default_vectorizer(redis_url):
assert cache._vectorizer.dtype == "float64"
-def test_deprecated_dtype_argument(redis_url):
+def test_deprecated_dtype_argument(redis_url, worker_id):
with pytest.warns(DeprecationWarning):
SemanticCache(
- name="test_deprecated_dtype",
+ name=f"test_deprecated_dtype_{worker_id}",
dtype="float32",
redis_url=redis_url,
overwrite=True,
@@ -972,9 +992,9 @@ def test_deprecated_dtype_argument(redis_url):
@pytest.mark.asyncio
-async def test_cache_async_context_manager(redis_url):
+async def test_cache_async_context_manager(redis_url, worker_id):
async with SemanticCache(
- name="test_cache_async_context_manager", redis_url=redis_url
+ name=f"test_cache_async_context_manager_{worker_id}", redis_url=redis_url
) as cache:
await cache.astore("test prompt", "test response")
assert cache._aindex
@@ -982,10 +1002,11 @@ async def test_cache_async_context_manager(redis_url):
@pytest.mark.asyncio
-async def test_cache_async_context_manager_with_exception(redis_url):
+async def test_cache_async_context_manager_with_exception(redis_url, worker_id):
try:
async with SemanticCache(
- name="test_cache_async_context_manager_with_exception", redis_url=redis_url
+ name=f"test_cache_async_context_manager_with_exception_{worker_id}",
+ redis_url=redis_url,
) as cache:
await cache.astore("test prompt", "test response")
raise ValueError("test")
@@ -995,15 +1016,19 @@ async def test_cache_async_context_manager_with_exception(redis_url):
@pytest.mark.asyncio
-async def test_cache_async_disconnect(redis_url):
- cache = SemanticCache(name="test_cache_async_disconnect", redis_url=redis_url)
+async def test_cache_async_disconnect(redis_url, worker_id):
+ cache = SemanticCache(
+ name=f"test_cache_async_disconnect_{worker_id}", redis_url=redis_url
+ )
await cache.astore("test prompt", "test response")
await cache.adisconnect()
assert cache._aindex is None
-def test_cache_disconnect(redis_url):
- cache = SemanticCache(name="test_cache_disconnect", redis_url=redis_url)
+def test_cache_disconnect(redis_url, worker_id):
+ cache = SemanticCache(
+ name=f"test_cache_disconnect_{worker_id}", redis_url=redis_url
+ )
cache.store("test prompt", "test response")
cache.disconnect()
# We keep this index object around because it isn't lazily created
diff --git a/tests/integration/test_message_history.py b/tests/integration/test_message_history.py
index 4123bf65..d04cb0ab 100644
--- a/tests/integration/test_message_history.py
+++ b/tests/integration/test_message_history.py
@@ -591,12 +591,12 @@ def test_bad_dtype_connecting_to_exiting_history(redis_url):
)
-def test_vectorizer_dtype_mismatch(redis_url):
+def test_vectorizer_dtype_mismatch(redis_url, hf_vectorizer_float16):
with pytest.raises(ValueError):
SemanticMessageHistory(
name="test_dtype_mismatch",
dtype="float32",
- vectorizer=HFTextVectorizer(dtype="float16"),
+ vectorizer=hf_vectorizer_float16,
redis_url=redis_url,
overwrite=True,
)
diff --git a/tests/integration/test_query.py b/tests/integration/test_query.py
index 14749b1d..96deea26 100644
--- a/tests/integration/test_query.py
+++ b/tests/integration/test_query.py
@@ -143,13 +143,14 @@ def sorted_range_query():
@pytest.fixture
-def index(sample_data, redis_url):
+def index(sample_data, redis_url, worker_id):
+
# construct a search index from the schema
index = SearchIndex.from_dict(
{
"index": {
"name": "user_index",
- "prefix": "v1",
+ "prefix": f"v1_{worker_id}",
"storage_type": "hash",
},
"fields": [
@@ -194,13 +195,14 @@ def hash_preprocess(item: dict) -> dict:
@pytest.fixture
-def L2_index(sample_data, redis_url):
+def L2_index(sample_data, redis_url, worker_id):
+
# construct a search index from the schema
index = SearchIndex.from_dict(
{
"index": {
"name": "L2_index",
- "prefix": "L2_index",
+ "prefix": f"L2_index_{worker_id}",
"storage_type": "hash",
},
"fields": [
@@ -822,7 +824,7 @@ def test_text_query(index, scorer):
assert any(word in result[text_field] for word in text.split())
-# test that text queryies work with filter expressions
+# test that text queries work with filter expressions
def test_text_query_with_filter(index):
text = "a medical professional with expertise in lung cancer"
text_field = "description"
@@ -845,7 +847,7 @@ def test_text_query_with_filter(index):
assert int(result["age"]) > 30
-# test that text queryies workt with text filter expressions on the same text field
+# test that text queries worked with text filter expressions on the same text field
def test_text_query_with_text_filter(index):
text = "a medical professional with expertise in lung cancer"
text_field = "description"
diff --git a/tests/integration/test_search_index.py b/tests/integration/test_search_index.py
index 3a8ddd98..97dc254e 100644
--- a/tests/integration/test_search_index.py
+++ b/tests/integration/test_search_index.py
@@ -42,13 +42,24 @@ def index(index_schema, client):
@pytest.fixture
-def index_from_dict():
- return SearchIndex.from_dict({"index": {"name": "my_index"}, "fields": fields})
+def index_from_dict(worker_id):
+
+ return SearchIndex.from_dict(
+ {
+ "index": {"name": f"my_index_{worker_id}", "prefix": f"rvl_{worker_id}"},
+ "fields": fields,
+ }
+ )
@pytest.fixture
-def index_from_yaml():
- return SearchIndex.from_yaml("schemas/test_json_schema.yaml")
+def index_from_yaml(worker_id):
+
+ index = SearchIndex.from_yaml("schemas/test_json_schema.yaml")
+ # Update the index name and prefix to include worker_id
+ index.schema.index.name = f"{index.schema.index.name}_{worker_id}"
+ index.schema.index.prefix = f"{index.schema.index.prefix}_{worker_id}"
+ return index
def test_search_index_properties(index_schema, index):
@@ -64,18 +75,18 @@ def test_search_index_properties(index_schema, index):
def test_search_index_from_yaml(index_from_yaml):
- assert index_from_yaml.name == "json-test"
+ assert index_from_yaml.name.startswith("json-test")
assert index_from_yaml.client == None
- assert index_from_yaml.prefix == "json"
+ assert index_from_yaml.prefix.startswith("json")
assert index_from_yaml.key_separator == ":"
assert index_from_yaml.storage_type == StorageType.JSON
assert index_from_yaml.key("foo").startswith(index_from_yaml.prefix)
def test_search_index_from_dict(index_from_dict):
- assert index_from_dict.name == "my_index"
+ assert index_from_dict.name.startswith("my_index")
assert index_from_dict.client == None
- assert index_from_dict.prefix == "rvl"
+ assert index_from_dict.prefix.startswith("rvl")
assert index_from_dict.key_separator == ":"
assert index_from_dict.storage_type == StorageType.HASH
assert len(index_from_dict.schema.fields) == len(fields)
diff --git a/tests/integration/test_search_results.py b/tests/integration/test_search_results.py
index c451f039..f75d83b9 100644
--- a/tests/integration/test_search_results.py
+++ b/tests/integration/test_search_results.py
@@ -16,7 +16,7 @@ def filter_query():
@pytest.fixture
-def index(sample_data, redis_url):
+def index(sample_data, redis_url, worker_id):
fields_spec = [
{"name": "credit_score", "type": "tag"},
{"name": "user", "type": "tag"},
@@ -36,8 +36,8 @@ def index(sample_data, redis_url):
json_schema = {
"index": {
- "name": "user_index_json",
- "prefix": "users_json",
+ "name": f"user_index_json_{worker_id}",
+ "prefix": f"users_json_{worker_id}",
"storage_type": "json",
},
"fields": fields_spec,
diff --git a/tests/integration/test_semantic_router.py b/tests/integration/test_semantic_router.py
index b7bb6b40..97e484fa 100644
--- a/tests/integration/test_semantic_router.py
+++ b/tests/integration/test_semantic_router.py
@@ -325,13 +325,13 @@ def test_bad_dtype_connecting_to_exiting_router(redis_url, routes):
)
-def test_vectorizer_dtype_mismatch(routes, redis_url):
+def test_vectorizer_dtype_mismatch(routes, redis_url, hf_vectorizer_float16):
with pytest.raises(ValueError):
SemanticRouter(
name="test_dtype_mismatch",
routes=routes,
dtype="float32",
- vectorizer=HFTextVectorizer(dtype="float16"),
+ vectorizer=hf_vectorizer_float16,
redis_url=redis_url,
overwrite=True,
)
diff --git a/tests/unit/test_embedcache_schema.py b/tests/unit/test_embedcache_schema.py
index a3d109da..8edd6400 100644
--- a/tests/unit/test_embedcache_schema.py
+++ b/tests/unit/test_embedcache_schema.py
@@ -4,7 +4,7 @@
from pydantic import ValidationError
from redisvl.extensions.cache.embeddings.schema import CacheEntry
-from redisvl.redis.utils import hashify
+from redisvl.utils.utils import hashify
def test_valid_cache_entry_creation():
diff --git a/tests/unit/test_langcache_api.py b/tests/unit/test_langcache_api.py
new file mode 100644
index 00000000..c8bec631
--- /dev/null
+++ b/tests/unit/test_langcache_api.py
@@ -0,0 +1,460 @@
+import json
+
+import pytest
+from langcache.models import CacheEntryScope
+from langcache.utils.logger import Logger
+
+from redisvl.extensions.cache.llm import LangCache
+from redisvl.extensions.cache.llm.schema import LangCacheOptions
+
+
+@pytest.fixture
+async def langcache(monkeypatch):
+ # Create a mock LangCacheSDK class
+ class MockEntries:
+ async def delete_all_async(self, *args, **kwargs):
+ return None
+
+ async def delete_async(self, *args, **kwargs):
+ return None
+
+ async def search_async(self, *args, **kwargs):
+ return []
+
+ async def create_async(self, *args, **kwargs):
+ class MockResponse:
+ entry_id = "mock_id"
+
+ return MockResponse()
+
+ async def get_async(self, *args, **kwargs):
+ class MockEntry:
+ prompt = "mock_prompt"
+ response = "mock_response"
+ attributes = {}
+
+ return MockEntry()
+
+ async def update_async(self, *args, **kwargs):
+ return None
+
+ def delete_all(self, *args, **kwargs):
+ return None
+
+ def delete(self, *args, **kwargs):
+ return None
+
+ def search(self, *args, **kwargs):
+ return []
+
+ def create(self, *args, **kwargs):
+ class MockResponse:
+ entry_id = "mock_id"
+
+ return MockResponse()
+
+ def get(self, *args, **kwargs):
+ class MockEntry:
+ prompt = "mock_prompt"
+ response = "mock_response"
+ attributes = {}
+
+ return MockEntry()
+
+ def update(self, *args, **kwargs):
+ return None
+
+ class MockCache:
+ async def delete_async(self, *args, **kwargs):
+ return None
+
+ def delete(self, *args, **kwargs):
+ return None
+
+ def get(self, *args, **kwargs):
+ return None
+
+ def create(self, *args, **kwargs):
+ class MockResponse:
+ def __init__(self):
+ self.cache_id = "mock-cache-id"
+
+ return MockResponse()
+
+ class MockSDKConfig:
+ def __init__(self):
+ self.client = None
+ self.async_client = None
+
+ class MockLangCacheSDK:
+ def __init__(self, **kwargs):
+ self.entries = MockEntries()
+ self.cache = MockCache()
+ self.sdk_configuration = MockSDKConfig()
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, *args):
+ return None
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return None
+
+ # Patch the LangCacheSDK import
+ monkeypatch.setattr(
+ "redisvl.extensions.cache.llm.langcache_api.LangCacheSDK", MockLangCacheSDK
+ )
+
+ # Create and return the LangCache instance
+ return LangCache(sdk_options=LangCacheOptions(timeout_ms=100))
+
+
+@pytest.mark.asyncio
+async def test_aclear_calls_async_delete_all(monkeypatch, langcache):
+ lang_cache = langcache
+ called = {}
+
+ async def dummy_delete_all_async(cache_id, attributes, scope):
+ called["cache_id"] = cache_id
+ called["attributes"] = attributes
+ called["scope"] = scope
+
+ monkeypatch.setattr(
+ lang_cache._api.entries, "delete_all_async", dummy_delete_all_async
+ )
+
+ await lang_cache.aclear()
+ assert called["cache_id"] == lang_cache._cache_id
+ assert called["attributes"] == {}
+ # Should use a default CacheEntryScope when scope is None
+ assert isinstance(called["scope"], CacheEntryScope)
+
+
+@pytest.mark.asyncio
+async def test_adelete_calls_async_delete_all_and_cache_delete(monkeypatch, langcache):
+ lang_cache = langcache
+ delete_all_called = False
+ delete_cache_called = False
+ scope_used = None
+
+ async def dummy_delete_all_async(cache_id, attributes, scope):
+ nonlocal delete_all_called, scope_used
+ delete_all_called = True
+ scope_used = scope
+ assert cache_id == lang_cache._cache_id
+
+ async def dummy_cache_delete_async(cache_id):
+ nonlocal delete_cache_called
+ delete_cache_called = True
+ assert cache_id == lang_cache._cache_id
+
+ monkeypatch.setattr(
+ lang_cache._api.entries, "delete_all_async", dummy_delete_all_async
+ )
+ monkeypatch.setattr(lang_cache._api.cache, "delete_async", dummy_cache_delete_async)
+
+ await lang_cache.adelete()
+ assert delete_all_called and delete_cache_called
+ assert isinstance(scope_used, CacheEntryScope)
+
+
+@pytest.mark.asyncio
+async def test_adrop_deletes_each_id(monkeypatch, langcache):
+ lang_cache = langcache
+ called_ids = []
+
+ async def dummy_delete_async(cache_id, entry_id):
+ called_ids.append((cache_id, entry_id))
+
+ monkeypatch.setattr(lang_cache._api.entries, "delete_async", dummy_delete_async)
+
+ await lang_cache.adrop(ids=["id1", "id2"])
+ assert called_ids == [(lang_cache._cache_id, "id1"), (lang_cache._cache_id, "id2")]
+
+
+@pytest.mark.asyncio
+async def test_acheck_validates_input(monkeypatch, langcache):
+ lang_cache = langcache
+ with pytest.raises(ValueError):
+ await lang_cache.acheck()
+ with pytest.raises(TypeError):
+ # Passing wrong type on purpose to validate error
+ await lang_cache.acheck(prompt="p", return_fields="not a list") # type: ignore[arg-type]
+
+
+@pytest.mark.asyncio
+async def test_acheck_returns_formatted_results(monkeypatch, langcache):
+ lang_cache = langcache
+
+ class DummyMeta:
+ def __init__(self):
+ self.foo = "bar"
+
+ class DummyEntry:
+ def __init__(self, id, prompt, response, similarity, metadata=None):
+ self.id = id
+ self.prompt = prompt
+ self.response = response
+ self.similarity = similarity
+ self.metadata = metadata
+
+ entries = [
+ DummyEntry("1", "p1", "r1", 0.1),
+ DummyEntry("2", "p2", "r2", 0.2, metadata=DummyMeta()),
+ ]
+
+ async def dummy_search_async(cache_id, prompt, similarity_threshold, scope=None):
+ assert cache_id == lang_cache._cache_id
+ assert prompt == "test"
+ # scope parameter is passed but can be None
+ return entries
+
+ monkeypatch.setattr(lang_cache._api.entries, "search_async", dummy_search_async)
+
+ hits = await lang_cache.acheck(prompt="test", num_results=2)
+ # Two results without timestamps
+ assert len(hits) == 2
+ assert hits[0] == {
+ "key": "1",
+ "entry_id": "1",
+ "prompt": "p1",
+ "response": "r1",
+ "vector_distance": 1.8, # denormalized cosine distance
+ }
+ assert hits[1]["metadata"] == {"foo": "bar"}
+
+ # Test return_fields filtering
+ filtered = await lang_cache.acheck(
+ prompt="test", num_results=2, return_fields=["response"]
+ )
+ assert all(set(hit.keys()) <= {"key", "response"} for hit in filtered)
+
+ # Test with custom scope
+ custom_scope = CacheEntryScope()
+ filtered_scope = await lang_cache.acheck(
+ prompt="test", num_results=2, entry_scope=custom_scope
+ )
+ assert len(filtered_scope) == 2 # Still should return our mocked entries
+
+
+@pytest.mark.asyncio
+async def test_astore_calls_create_and_returns_id(monkeypatch, langcache):
+ lang_cache = langcache
+
+ class DummyResp:
+ def __init__(self, entry_id):
+ self.entry_id = entry_id
+
+ async def dummy_create_async(
+ cache_id, prompt, response, attributes, ttl_millis, scope=None
+ ):
+ assert cache_id == lang_cache._cache_id
+ assert prompt == "p"
+ assert response == "r"
+ # metadata should be JSON-serialized
+ expected_attrs = {"f": "v", "metadata": json.dumps({"a": 1})}
+ assert attributes == expected_attrs
+ assert ttl_millis == 5000
+ return DummyResp("newid")
+
+ monkeypatch.setattr(lang_cache._api.entries, "create_async", dummy_create_async)
+
+ ret = await lang_cache.astore(
+ "p", "r", metadata={"a": 1}, filters={"f": "v"}, ttl=5
+ )
+ assert ret == "newid"
+
+
+@pytest.mark.asyncio
+async def test_astore_metadata_type_error(langcache):
+ lang_cache = langcache
+ with pytest.raises(ValueError):
+ # Passing wrong metadata type on purpose to validate error
+ await lang_cache.astore("p", "r", metadata="not a dict") # type: ignore[arg-type]
+
+
+def test_disconnect_closes_client(monkeypatch, langcache):
+ lang_cache = langcache
+
+ # Mock scenario where client exists
+ class MockClient:
+ def __init__(self):
+ self.closed = False
+
+ def close(self):
+ self.closed = True
+
+ mock_client = MockClient()
+
+ # Use monkeypatch to patch the client object
+ monkeypatch.setattr(lang_cache._api.sdk_configuration, "client", mock_client)
+
+ # Call disconnect and verify it closed the client
+ lang_cache.disconnect()
+ assert mock_client.closed is True
+
+ # Test with no client
+ monkeypatch.setattr(lang_cache._api.sdk_configuration, "client", None)
+ # Should not raise an exception
+ lang_cache.disconnect()
+
+
+@pytest.mark.asyncio
+async def test_adisconnect_closes_clients(monkeypatch, langcache):
+ lang_cache = langcache
+
+ # Mock scenario where clients exist
+ class MockSyncClient:
+ def __init__(self):
+ self.closed = False
+
+ def close(self):
+ self.closed = True
+
+ class MockAsyncClient:
+ def __init__(self):
+ self.closed = False
+
+ async def aclose(self):
+ self.closed = True
+
+ mock_sync_client = MockSyncClient()
+ mock_async_client = MockAsyncClient()
+
+ # Use monkeypatch to patch the client objects
+ monkeypatch.setattr(lang_cache._api.sdk_configuration, "client", mock_sync_client)
+ monkeypatch.setattr(
+ lang_cache._api.sdk_configuration, "async_client", mock_async_client
+ )
+
+ # Call adisconnect and verify it closed both clients
+ await lang_cache.adisconnect()
+ assert mock_async_client.closed is True
+
+ # Test with no clients
+ monkeypatch.setattr(lang_cache._api.sdk_configuration, "client", None)
+ monkeypatch.setattr(lang_cache._api.sdk_configuration, "async_client", None)
+ # Should not raise an exception
+ await lang_cache.adisconnect()
+
+
+def test_init_with_sdk_options(monkeypatch):
+ # Test that LangCacheOptions are correctly passed to the SDK
+ # Use a simple object instead of Logger to avoid instantiation issues
+ debug_logger = object()
+ sdk_options = LangCacheOptions(
+ server_url="https://example.com", # Use a valid HTTP URL
+ timeout_ms=5000,
+ debug_logger=debug_logger,
+ )
+
+ # Mock the LangCacheSDK constructor
+ init_args = {}
+
+ class MockCache:
+ def get(self, cache_id):
+ return None
+
+ def create(self, **kwargs):
+ # Create a mock response with a cache_id
+ class MockResponse:
+ def __init__(self):
+ self.cache_id = "mock-cache-id"
+
+ return MockResponse()
+
+ class MockSDK:
+ def __init__(self, **kwargs):
+ nonlocal init_args
+ init_args = kwargs
+ self.cache = MockCache()
+
+ # Patch the LangCacheSDK import
+ monkeypatch.setattr(
+ "redisvl.extensions.cache.llm.langcache_api.LangCacheSDK", MockSDK
+ )
+
+ # Create LangCache with sdk_options
+ LangCache(sdk_options=sdk_options)
+
+ # Verify the options were passed correctly
+ assert init_args["server_url"] == "https://example.com"
+ assert init_args["timeout_ms"] == 5000
+ assert init_args["debug_logger"] == debug_logger
+
+ # Test with default options
+ init_args = {}
+ LangCache()
+
+ # Verify default options are used (retry_config is always set by default)
+ assert len(init_args) == 1
+ assert "retry_config" in init_args
+
+
+def test_context_manager_calls_api_methods(monkeypatch, langcache):
+ # Create a client with a mock API
+ class MockAPI:
+ def __init__(self):
+ self.enter_called = False
+ self.exit_args = None
+
+ def __enter__(self):
+ self.enter_called = True
+ return self
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ self.exit_args = (exc_type, exc_val, exc_tb)
+
+ mock_api = MockAPI()
+ lang_cache = langcache
+ # Use monkeypatch to replace the API
+ monkeypatch.setattr(lang_cache, "_api", mock_api)
+
+ # Replace the __enter__ method to return the lang_cache instance
+ def patched_enter():
+ # Call the mock API's __enter__ to set enter_called to True
+ mock_api.__enter__()
+ return lang_cache
+
+ monkeypatch.setattr(lang_cache, "__enter__", patched_enter)
+
+ # Test the synchronous context manager
+ with lang_cache:
+ # Just check that the mock API's __enter__ was called
+ assert mock_api.enter_called is True
+
+ # Verify __exit__ was called with None args (no exception)
+ assert mock_api.exit_args == (None, None, None)
+
+
+@pytest.mark.asyncio
+async def test_async_context_manager_calls_api_methods(monkeypatch, langcache):
+ # Create a client with a mock API
+ class MockAPI:
+ def __init__(self):
+ self.enter_called = False
+ self.exit_args = None
+
+ async def __aenter__(self):
+ self.enter_called = True
+ return self
+
+ async def __aexit__(self, exc_type, exc_val, exc_tb):
+ self.exit_args = (exc_type, exc_val, exc_tb)
+
+ mock_api = MockAPI()
+ lang_cache = langcache
+ # Use monkeypatch to replace the API
+ monkeypatch.setattr(lang_cache, "_api", mock_api)
+
+ # Test the asynchronous context manager
+ async with lang_cache as lc:
+ assert lc is lang_cache
+ assert mock_api.enter_called is True
+
+ # Verify __aexit__ was called with None args (no exception)
+ assert mock_api.exit_args == (None, None, None)
diff --git a/tests/unit/test_llmcache_schema.py b/tests/unit/test_llmcache_schema.py
index 17e51cc1..60e05cc4 100644
--- a/tests/unit/test_llmcache_schema.py
+++ b/tests/unit/test_llmcache_schema.py
@@ -4,7 +4,8 @@
from pydantic import ValidationError
from redisvl.extensions.cache.llm import CacheEntry, CacheHit
-from redisvl.redis.utils import array_to_buffer, hashify
+from redisvl.redis.utils import array_to_buffer
+from redisvl.utils.utils import hashify
def test_valid_cache_entry_creation():
@@ -35,7 +36,7 @@ def test_cache_entry_with_invalid_metadata():
prompt="What is AI?",
response="AI is artificial intelligence.",
prompt_vector=[0.1, 0.2, 0.3],
- metadata="invalid_metadata",
+ metadata="invalid_metadata", # type: ignore[arg-type]
)
@@ -79,7 +80,7 @@ def test_cache_hit_with_serialized_metadata():
vector_distance=0.1,
inserted_at=1625819123.123,
updated_at=1625819123.123,
- metadata=json.dumps({"author": "John"}),
+ metadata=json.dumps({"author": "John"}), # type: ignore[arg-type]
)
assert hit.metadata == {"author": "John"}
diff --git a/vendor/langcache-0.0.4-py3-none-any.whl b/vendor/langcache-0.0.4-py3-none-any.whl
new file mode 100644
index 00000000..983db20d
Binary files /dev/null and b/vendor/langcache-0.0.4-py3-none-any.whl differ
diff --git a/vendor/langcache_client.md b/vendor/langcache_client.md
new file mode 100644
index 00000000..c230c93c
--- /dev/null
+++ b/vendor/langcache_client.md
@@ -0,0 +1,437 @@
+# lang-cache
+
+Developer-friendly & type-safe Python SDK specifically catered to leverage *lang-cache* API.
+
+
+
+
+
+> [!IMPORTANT]
+> This SDK is not yet ready for production use. To complete setup please follow the steps outlined in your [workspace](https://app.speakeasy.com/org/redis/ai-services). Delete this section before > publishing to a package manager.
+
+
+## Summary
+
+Redis LangCache Service: API for managing a Redis LangCache
+
+
+
+## Table of Contents
+
+- [lang-cache](#lang-cache)
+ - [Summary](#summary)
+ - [Table of Contents](#table-of-contents)
+ - [SDK Installation](#sdk-installation)
+ - [PIP](#pip)
+ - [Poetry](#poetry)
+ - [Shell and script usage with `uv`](#shell-and-script-usage-with-uv)
+ - [IDE Support](#ide-support)
+ - [PyCharm](#pycharm)
+ - [SDK Example Usage](#sdk-example-usage)
+ - [Example](#example)
+ - [Available Resources and Operations](#available-resources-and-operations)
+ - [cache](#cache)
+ - [entries](#entries)
+ - [info](#info)
+ - [Retries](#retries)
+ - [Error Handling](#error-handling)
+ - [Example](#example-1)
+ - [Server Selection](#server-selection)
+ - [Override Server URL Per-Client](#override-server-url-per-client)
+ - [Custom HTTP Client](#custom-http-client)
+ - [Resource Management](#resource-management)
+ - [Debugging](#debugging)
+- [Development](#development)
+ - [Maturity](#maturity)
+ - [Contributions](#contributions)
+ - [SDK Created by Speakeasy](#sdk-created-by-speakeasy)
+
+
+
+
+## SDK Installation
+
+> [!NOTE]
+> **Python version upgrade policy**
+>
+> Once a Python version reaches its [official end of life date](https://devguide.python.org/versions/), a 3-month grace period is provided for users to upgrade. Following this grace period, the minimum python version supported in the SDK will be updated.
+
+The SDK can be installed with either *pip* or *poetry* package managers.
+
+### PIP
+
+*PIP* is the default package installer for Python, enabling easy installation and management of packages from PyPI via the command line.
+
+```bash
+pip install langcache
+```
+
+### Poetry
+
+*Poetry* is a modern tool that simplifies dependency management and package publishing by using a single `pyproject.toml` file to handle project metadata and dependencies.
+
+```bash
+poetry add langcache
+```
+
+### Shell and script usage with `uv`
+
+You can use this SDK in a Python shell with [uv](https://docs.astral.sh/uv/) and the `uvx` command that comes with it like so:
+
+```shell
+uvx --from langcache python
+```
+
+It's also possible to write a standalone Python script without needing to set up a whole project like so:
+
+```python
+#!/usr/bin/env -S uv run --script
+# /// script
+# requires-python = ">=3.9"
+# dependencies = [
+# "langcache",
+# ]
+# ///
+
+from langcache import LangCache
+
+sdk = LangCache(
+ # SDK arguments
+)
+
+# Rest of script here...
+```
+
+Once that is saved to a file, you can run it with `uv run script.py` where
+`script.py` can be replaced with the actual file name.
+
+
+
+## IDE Support
+
+### PyCharm
+
+Generally, the SDK will work well with most IDEs out of the box. However, when using PyCharm, you can enjoy much better integration with Pydantic by installing an additional plugin.
+
+- [PyCharm Pydantic Plugin](https://docs.pydantic.dev/latest/integrations/pycharm/)
+
+
+
+## SDK Example Usage
+
+### Example
+
+```python
+# Synchronous Example
+from langcache import LangCache
+
+
+with LangCache() as lang_cache:
+
+ res = lang_cache.entries.search(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={})
+
+ # Handle response
+ print(res)
+```
+
+
+
+The same SDK client can also be used to make asychronous requests by importing asyncio.
+```python
+# Asynchronous Example
+import asyncio
+from langcache import LangCache
+
+async def main():
+
+ async with LangCache() as lang_cache:
+
+ res = await lang_cache.entries.search_async(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={})
+
+ # Handle response
+ print(res)
+
+asyncio.run(main())
+```
+
+
+
+## Available Resources and Operations
+
+
+Available methods
+
+### [cache](docs/sdks/cache/README.md)
+
+* [create](docs/sdks/cache/README.md#create) - Create a new cache
+* [get](docs/sdks/cache/README.md#get) - Retrieve cache configuration
+* [delete](docs/sdks/cache/README.md#delete) - Delete an existing cache
+* [get_info](docs/sdks/cache/README.md#get_info) - Get cache information
+
+### [entries](docs/sdks/entries/README.md)
+
+* [search](docs/sdks/entries/README.md#search) - Search and return semantically-similar entries from the cache
+* [create](docs/sdks/entries/README.md#create) - Create a new cache entry
+* [delete_all](docs/sdks/entries/README.md#delete_all) - Delete multiple cache entries
+* [delete](docs/sdks/entries/README.md#delete) - Delete a cache entry
+
+### [info](docs/sdks/info/README.md)
+
+* [get_info](docs/sdks/info/README.md#get_info) - Get cache information
+
+
+
+
+
+
+## Retries
+
+Some of the endpoints in this SDK support retries. If you use the SDK without any configuration, it will fall back to the default retry strategy provided by the API. However, the default retry strategy can be overridden on a per-operation basis, or across the entire SDK.
+
+To change the default retry strategy for a single API call, simply provide a `RetryConfig` object to the call:
+```python
+from langcache import LangCache
+from langcache.utils import BackoffStrategy, RetryConfig
+
+
+with LangCache() as lang_cache:
+
+ res = lang_cache.entries.search(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={},
+ RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False))
+
+ # Handle response
+ print(res)
+
+```
+
+If you'd like to override the default retry strategy for all operations that support retries, you can use the `retry_config` optional parameter when initializing the SDK:
+```python
+from langcache import LangCache
+from langcache.utils import BackoffStrategy, RetryConfig
+
+
+with LangCache(
+ retry_config=RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False),
+) as lang_cache:
+
+ res = lang_cache.entries.search(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={})
+
+ # Handle response
+ print(res)
+
+```
+
+
+
+## Error Handling
+
+Handling errors in this SDK should largely match your expectations. All operations return a response object or raise an exception.
+
+By default, an API error will raise a models.APIError exception, which has the following properties:
+
+| Property | Type | Description |
+|-----------------|------------------|-----------------------|
+| `.status_code` | *int* | The HTTP status code |
+| `.message` | *str* | The error message |
+| `.raw_response` | *httpx.Response* | The raw HTTP response |
+| `.body` | *str* | The response content |
+
+When custom error responses are specified for an operation, the SDK may also raise their associated exceptions. You can refer to respective *Errors* tables in SDK docs for more details on possible exception types for each operation. For example, the `search_async` method may raise the following exceptions:
+
+| Error Type | Status Code | Content Type |
+| ----------------------- | ----------- | ---------------- |
+| models.APIErrorResponse | 400 | application/json |
+| models.APIErrorResponse | 503 | application/json |
+| models.APIError | 4XX, 5XX | \*/\* |
+
+### Example
+
+```python
+from langcache import LangCache, models
+
+
+with LangCache() as lang_cache:
+ res = None
+ try:
+
+ res = lang_cache.entries.search(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={})
+
+ # Handle response
+ print(res)
+
+ except models.APIErrorResponse as e:
+ # handle e.data: models.APIErrorResponseData
+ raise(e)
+ except models.APIErrorResponse as e:
+ # handle e.data: models.APIErrorResponseData
+ raise(e)
+ except models.APIError as e:
+ # handle exception
+ raise(e)
+```
+
+
+
+## Server Selection
+
+### Override Server URL Per-Client
+
+The default server can be overridden globally by passing a URL to the `server_url: str` optional parameter when initializing the SDK client instance. For example:
+```python
+from langcache import LangCache
+
+
+with LangCache(
+ server_url="http://localhost:8080",
+) as lang_cache:
+
+ res = lang_cache.entries.search(cache_id="", prompt="What is the capital of France?", similarity_threshold=0.5, scope={})
+
+ # Handle response
+ print(res)
+
+```
+
+
+
+## Custom HTTP Client
+
+The Python SDK makes API calls using the [httpx](https://www.python-httpx.org/) HTTP library. In order to provide a convenient way to configure timeouts, cookies, proxies, custom headers, and other low-level configuration, you can initialize the SDK client with your own HTTP client instance.
+Depending on whether you are using the sync or async version of the SDK, you can pass an instance of `HttpClient` or `AsyncHttpClient` respectively, which are Protocol's ensuring that the client has the necessary methods to make API calls.
+This allows you to wrap the client with your own custom logic, such as adding custom headers, logging, or error handling, or you can just pass an instance of `httpx.Client` or `httpx.AsyncClient` directly.
+
+For example, you could specify a header for every request that this sdk makes as follows:
+```python
+from langcache import LangCache
+import httpx
+
+http_client = httpx.Client(headers={"x-custom-header": "someValue"})
+s = LangCache(client=http_client)
+```
+
+or you could wrap the client with your own custom logic:
+```python
+from langcache import LangCache
+from langcache.httpclient import AsyncHttpClient
+import httpx
+
+class CustomClient(AsyncHttpClient):
+ client: AsyncHttpClient
+
+ def __init__(self, client: AsyncHttpClient):
+ self.client = client
+
+ async def send(
+ self,
+ request: httpx.Request,
+ *,
+ stream: bool = False,
+ auth: Union[
+ httpx._types.AuthTypes, httpx._client.UseClientDefault, None
+ ] = httpx.USE_CLIENT_DEFAULT,
+ follow_redirects: Union[
+ bool, httpx._client.UseClientDefault
+ ] = httpx.USE_CLIENT_DEFAULT,
+ ) -> httpx.Response:
+ request.headers["Client-Level-Header"] = "added by client"
+
+ return await self.client.send(
+ request, stream=stream, auth=auth, follow_redirects=follow_redirects
+ )
+
+ def build_request(
+ self,
+ method: str,
+ url: httpx._types.URLTypes,
+ *,
+ content: Optional[httpx._types.RequestContent] = None,
+ data: Optional[httpx._types.RequestData] = None,
+ files: Optional[httpx._types.RequestFiles] = None,
+ json: Optional[Any] = None,
+ params: Optional[httpx._types.QueryParamTypes] = None,
+ headers: Optional[httpx._types.HeaderTypes] = None,
+ cookies: Optional[httpx._types.CookieTypes] = None,
+ timeout: Union[
+ httpx._types.TimeoutTypes, httpx._client.UseClientDefault
+ ] = httpx.USE_CLIENT_DEFAULT,
+ extensions: Optional[httpx._types.RequestExtensions] = None,
+ ) -> httpx.Request:
+ return self.client.build_request(
+ method,
+ url,
+ content=content,
+ data=data,
+ files=files,
+ json=json,
+ params=params,
+ headers=headers,
+ cookies=cookies,
+ timeout=timeout,
+ extensions=extensions,
+ )
+
+s = LangCache(async_client=CustomClient(httpx.AsyncClient()))
+```
+
+
+
+## Resource Management
+
+The `LangCache` class implements the context manager protocol and registers a finalizer function to close the underlying sync and async HTTPX clients it uses under the hood. This will close HTTP connections, release memory and free up other resources held by the SDK. In short-lived Python programs and notebooks that make a few SDK method calls, resource management may not be a concern. However, in longer-lived programs, it is beneficial to create a single SDK instance via a [context manager][context-manager] and reuse it across the application.
+
+[context-manager]: https://docs.python.org/3/reference/datamodel.html#context-managers
+
+```python
+from langcache import LangCache
+def main():
+
+ with LangCache() as lang_cache:
+ # Rest of application here...
+
+
+# Or when using async:
+async def amain():
+
+ async with LangCache() as lang_cache:
+ # Rest of application here...
+```
+
+
+
+## Debugging
+
+You can setup your SDK to emit debug logs for SDK requests and responses.
+
+You can pass your own logger class directly into your SDK.
+```python
+from langcache import LangCache
+import logging
+
+logging.basicConfig(level=logging.DEBUG)
+s = LangCache(debug_logger=logging.getLogger("langcache"))
+```
+
+You can also enable a default debug logger by setting an environment variable `LANGCACHE_DEBUG` to true.
+
+
+
+
+# Development
+
+## Maturity
+
+This SDK is in beta, and there may be breaking changes between versions without a major version update. Therefore, we recommend pinning usage
+to a specific package version. This way, you can install the same version each time without breaking changes unless you are intentionally
+looking for the latest version.
+
+## Contributions
+
+While we value open-source contributions to this SDK, this library is generated programmatically. Any manual changes added to internal files will be overwritten on the next generation.
+We look forward to hearing your feedback. Feel free to open a PR or an issue with a proof of concept and we'll do our best to include it in a future release.
+
+### SDK Created by [Speakeasy](https://www.speakeasy.com/?utm_source=lang-cache&utm_campaign=python)
+
+