feat: Implement Milvus retriver for RAG (#516)

* feat: Implement MilvusRetriever with embedding model and resource management

* chore: Update configuration and loader files for consistency

* chore: Clean up test_milvus.py for improved readability and organization

* feat: Add tests for DashscopeEmbeddings query and document embedding methods

* feat: Add tests for embedding model initialization and example file loading in MilvusProvider

* chore: Remove unused imports and clean up test_milvus.py for better readability

* chore: Clean up test_milvus.py for improved readability and organization

* chore: Clean up test_milvus.py for improved readability and organization

* fix: replace print statements with logging in recursion limit function

* Implement feature X to enhance user experience and optimize performance

* refactor: clean up unused imports and comments in AboutTab component

* Implement feature X to enhance user experience and fix bug Y in module Z

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
This commit is contained in:
CHANGXUBO
2025-09-12 22:20:55 +08:00
committed by GitHub
parent eec8e4dd60
commit dd9af1eb50
15 changed files with 1875 additions and 43 deletions

154
uv.lock generated
View File

@@ -1,5 +1,5 @@
version = 1
revision = 2
revision = 3
requires-python = ">=3.12"
resolution-markers = [
"python_full_version >= '3.13'",
@@ -397,6 +397,7 @@ dependencies = [
{ name = "langchain-deepseek" },
{ name = "langchain-experimental" },
{ name = "langchain-mcp-adapters" },
{ name = "langchain-milvus" },
{ name = "langchain-openai" },
{ name = "langchain-tavily" },
{ name = "langgraph" },
@@ -408,6 +409,7 @@ dependencies = [
{ name = "numpy" },
{ name = "pandas" },
{ name = "psycopg", extra = ["binary"] },
{ name = "pymilvus" },
{ name = "python-dotenv" },
{ name = "readabilipy" },
{ name = "socksio" },
@@ -445,6 +447,7 @@ requires-dist = [
{ name = "langchain-deepseek", specifier = ">=0.1.3" },
{ name = "langchain-experimental", specifier = ">=0.3.4" },
{ name = "langchain-mcp-adapters", specifier = ">=0.0.9" },
{ name = "langchain-milvus", specifier = ">=0.2.1" },
{ name = "langchain-openai", specifier = ">=0.3.8" },
{ name = "langchain-tavily", specifier = "<0.3" },
{ name = "langgraph", specifier = ">=0.3.5" },
@@ -458,6 +461,7 @@ requires-dist = [
{ name = "numpy", specifier = ">=2.2.3" },
{ name = "pandas", specifier = ">=2.2.3" },
{ name = "psycopg", extras = ["binary"], specifier = ">=3.2.9" },
{ name = "pymilvus", specifier = ">=2.3.0" },
{ name = "pytest", marker = "extra == 'test'", specifier = ">=7.4.0" },
{ name = "pytest-asyncio", marker = "extra == 'test'", specifier = ">=1.0.0" },
{ name = "pytest-cov", marker = "extra == 'test'", specifier = ">=4.1.0" },
@@ -639,6 +643,34 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/ac/38/08cc303ddddc4b3d7c628c3039a61a3aae36c241ed01393d00c2fd663473/greenlet-3.1.1-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:411f015496fec93c1c8cd4e5238da364e1da7a124bcb293f085bf2860c32c6f6", size = 1142112, upload-time = "2024-09-20T17:09:28.753Z" },
]
[[package]]
name = "grpcio"
version = "1.74.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/38/b4/35feb8f7cab7239c5b94bd2db71abb3d6adb5f335ad8f131abb6060840b6/grpcio-1.74.0.tar.gz", hash = "sha256:80d1f4fbb35b0742d3e3d3bb654b7381cd5f015f8497279a1e9c21ba623e01b1", size = 12756048, upload-time = "2025-07-24T18:54:23.039Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/4c/5d/e504d5d5c4469823504f65687d6c8fb97b7f7bf0b34873b7598f1df24630/grpcio-1.74.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:8533e6e9c5bd630ca98062e3a1326249e6ada07d05acf191a77bc33f8948f3d8", size = 5445551, upload-time = "2025-07-24T18:53:23.641Z" },
{ url = "https://files.pythonhosted.org/packages/43/01/730e37056f96f2f6ce9f17999af1556df62ee8dab7fa48bceeaab5fd3008/grpcio-1.74.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:2918948864fec2a11721d91568effffbe0a02b23ecd57f281391d986847982f6", size = 10979810, upload-time = "2025-07-24T18:53:25.349Z" },
{ url = "https://files.pythonhosted.org/packages/79/3d/09fd100473ea5c47083889ca47ffd356576173ec134312f6aa0e13111dee/grpcio-1.74.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:60d2d48b0580e70d2e1954d0d19fa3c2e60dd7cbed826aca104fff518310d1c5", size = 5941946, upload-time = "2025-07-24T18:53:27.387Z" },
{ url = "https://files.pythonhosted.org/packages/8a/99/12d2cca0a63c874c6d3d195629dcd85cdf5d6f98a30d8db44271f8a97b93/grpcio-1.74.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3601274bc0523f6dc07666c0e01682c94472402ac2fd1226fd96e079863bfa49", size = 6621763, upload-time = "2025-07-24T18:53:29.193Z" },
{ url = "https://files.pythonhosted.org/packages/9d/2c/930b0e7a2f1029bbc193443c7bc4dc2a46fedb0203c8793dcd97081f1520/grpcio-1.74.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:176d60a5168d7948539def20b2a3adcce67d72454d9ae05969a2e73f3a0feee7", size = 6180664, upload-time = "2025-07-24T18:53:30.823Z" },
{ url = "https://files.pythonhosted.org/packages/db/d5/ff8a2442180ad0867717e670f5ec42bfd8d38b92158ad6bcd864e6d4b1ed/grpcio-1.74.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e759f9e8bc908aaae0412642afe5416c9f983a80499448fcc7fab8692ae044c3", size = 6301083, upload-time = "2025-07-24T18:53:32.454Z" },
{ url = "https://files.pythonhosted.org/packages/b0/ba/b361d390451a37ca118e4ec7dccec690422e05bc85fba2ec72b06cefec9f/grpcio-1.74.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:9e7c4389771855a92934b2846bd807fc25a3dfa820fd912fe6bd8136026b2707", size = 6994132, upload-time = "2025-07-24T18:53:34.506Z" },
{ url = "https://files.pythonhosted.org/packages/3b/0c/3a5fa47d2437a44ced74141795ac0251bbddeae74bf81df3447edd767d27/grpcio-1.74.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:cce634b10aeab37010449124814b05a62fb5f18928ca878f1bf4750d1f0c815b", size = 6489616, upload-time = "2025-07-24T18:53:36.217Z" },
{ url = "https://files.pythonhosted.org/packages/ae/95/ab64703b436d99dc5217228babc76047d60e9ad14df129e307b5fec81fd0/grpcio-1.74.0-cp312-cp312-win32.whl", hash = "sha256:885912559974df35d92219e2dc98f51a16a48395f37b92865ad45186f294096c", size = 3807083, upload-time = "2025-07-24T18:53:37.911Z" },
{ url = "https://files.pythonhosted.org/packages/84/59/900aa2445891fc47a33f7d2f76e00ca5d6ae6584b20d19af9c06fa09bf9a/grpcio-1.74.0-cp312-cp312-win_amd64.whl", hash = "sha256:42f8fee287427b94be63d916c90399ed310ed10aadbf9e2e5538b3e497d269bc", size = 4490123, upload-time = "2025-07-24T18:53:39.528Z" },
{ url = "https://files.pythonhosted.org/packages/d4/d8/1004a5f468715221450e66b051c839c2ce9a985aa3ee427422061fcbb6aa/grpcio-1.74.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:2bc2d7d8d184e2362b53905cb1708c84cb16354771c04b490485fa07ce3a1d89", size = 5449488, upload-time = "2025-07-24T18:53:41.174Z" },
{ url = "https://files.pythonhosted.org/packages/94/0e/33731a03f63740d7743dced423846c831d8e6da808fcd02821a4416df7fa/grpcio-1.74.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:c14e803037e572c177ba54a3e090d6eb12efd795d49327c5ee2b3bddb836bf01", size = 10974059, upload-time = "2025-07-24T18:53:43.066Z" },
{ url = "https://files.pythonhosted.org/packages/0d/c6/3d2c14d87771a421205bdca991467cfe473ee4c6a1231c1ede5248c62ab8/grpcio-1.74.0-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:f6ec94f0e50eb8fa1744a731088b966427575e40c2944a980049798b127a687e", size = 5945647, upload-time = "2025-07-24T18:53:45.269Z" },
{ url = "https://files.pythonhosted.org/packages/c5/83/5a354c8aaff58594eef7fffebae41a0f8995a6258bbc6809b800c33d4c13/grpcio-1.74.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:566b9395b90cc3d0d0c6404bc8572c7c18786ede549cdb540ae27b58afe0fb91", size = 6626101, upload-time = "2025-07-24T18:53:47.015Z" },
{ url = "https://files.pythonhosted.org/packages/3f/ca/4fdc7bf59bf6994aa45cbd4ef1055cd65e2884de6113dbd49f75498ddb08/grpcio-1.74.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1ea6176d7dfd5b941ea01c2ec34de9531ba494d541fe2057c904e601879f249", size = 6182562, upload-time = "2025-07-24T18:53:48.967Z" },
{ url = "https://files.pythonhosted.org/packages/fd/48/2869e5b2c1922583686f7ae674937986807c2f676d08be70d0a541316270/grpcio-1.74.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:64229c1e9cea079420527fa8ac45d80fc1e8d3f94deaa35643c381fa8d98f362", size = 6303425, upload-time = "2025-07-24T18:53:50.847Z" },
{ url = "https://files.pythonhosted.org/packages/a6/0e/bac93147b9a164f759497bc6913e74af1cb632c733c7af62c0336782bd38/grpcio-1.74.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:0f87bddd6e27fc776aacf7ebfec367b6d49cad0455123951e4488ea99d9b9b8f", size = 6996533, upload-time = "2025-07-24T18:53:52.747Z" },
{ url = "https://files.pythonhosted.org/packages/84/35/9f6b2503c1fd86d068b46818bbd7329db26a87cdd8c01e0d1a9abea1104c/grpcio-1.74.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:3b03d8f2a07f0fea8c8f74deb59f8352b770e3900d143b3d1475effcb08eec20", size = 6491489, upload-time = "2025-07-24T18:53:55.06Z" },
{ url = "https://files.pythonhosted.org/packages/75/33/a04e99be2a82c4cbc4039eb3a76f6c3632932b9d5d295221389d10ac9ca7/grpcio-1.74.0-cp313-cp313-win32.whl", hash = "sha256:b6a73b2ba83e663b2480a90b82fdae6a7aa6427f62bf43b29912c0cfd1aa2bfa", size = 3805811, upload-time = "2025-07-24T18:53:56.798Z" },
{ url = "https://files.pythonhosted.org/packages/34/80/de3eb55eb581815342d097214bed4c59e806b05f1b3110df03b2280d6dfd/grpcio-1.74.0-cp313-cp313-win_amd64.whl", hash = "sha256:fd3c71aeee838299c5887230b8a1822795325ddfea635edd82954c1eaa831e24", size = 4489214, upload-time = "2025-07-24T18:53:59.771Z" },
]
[[package]]
name = "h11"
version = "0.14.0"
@@ -984,6 +1016,19 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/a4/eb/9e98822d3db22beff44449a8f61fca208d4f59d592a7ce67ce4c400b8f8f/langchain_mcp_adapters-0.1.9-py3-none-any.whl", hash = "sha256:fd131009c60c9e5a864f96576bbe757fc1809abd604891cb2e5d6e8aebd6975c", size = 15300, upload-time = "2025-07-09T15:56:13.316Z" },
]
[[package]]
name = "langchain-milvus"
version = "0.2.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "langchain-core" },
{ name = "pymilvus" },
]
sdist = { url = "https://files.pythonhosted.org/packages/3e/dd/5e8b7f6f17da0e54205956feab3f7856cb7dc821dbe817f2990aa028e4cc/langchain_milvus-0.2.1.tar.gz", hash = "sha256:6e60e43959464ae2be9dadceb4fab6b3ddcec5bb1f2d29e898924f1c2651baf1", size = 32639, upload-time = "2025-06-28T09:59:53.826Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/60/b1/54e176cc8ac80df9a2c4ee9f726d6383fcf9818317c68532cfc90fa91b6c/langchain_milvus-0.2.1-py3-none-any.whl", hash = "sha256:faabf4685c15ef9651605172427073d6ffc52c0f36f3b88842977db883062c99", size = 36110, upload-time = "2025-06-28T09:59:52.965Z" },
]
[[package]]
name = "langchain-mongodb"
version = "0.6.2"
@@ -1370,6 +1415,20 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/2f/cf/3fd38cfe43962452e4bfadc6966b2ea0afaf8e0286cb3991c247c8c33ebd/mcp-1.12.2-py3-none-any.whl", hash = "sha256:b86d584bb60193a42bd78aef01882c5c42d614e416cbf0480149839377ab5a5f", size = 158473, upload-time = "2025-07-24T18:29:03.419Z" },
]
[[package]]
name = "milvus-lite"
version = "2.5.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "tqdm" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/a9/b2/acc5024c8e8b6a0b034670b8e8af306ebd633ede777dcbf557eac4785937/milvus_lite-2.5.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6b014453200ba977be37ba660cb2d021030375fa6a35bc53c2e1d92980a0c512", size = 27934713, upload-time = "2025-06-30T04:23:37.028Z" },
{ url = "https://files.pythonhosted.org/packages/9b/2e/746f5bb1d6facd1e73eb4af6dd5efda11125b0f29d7908a097485ca6cad9/milvus_lite-2.5.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a2e031088bf308afe5f8567850412d618cfb05a65238ed1a6117f60decccc95a", size = 24421451, upload-time = "2025-06-30T04:23:51.747Z" },
{ url = "https://files.pythonhosted.org/packages/2e/cf/3d1fee5c16c7661cf53977067a34820f7269ed8ba99fe9cf35efc1700866/milvus_lite-2.5.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:a13277e9bacc6933dea172e42231f7e6135bd3bdb073dd2688ee180418abd8d9", size = 45337093, upload-time = "2025-06-30T04:24:06.706Z" },
{ url = "https://files.pythonhosted.org/packages/d3/82/41d9b80f09b82e066894d9b508af07b7b0fa325ce0322980674de49106a0/milvus_lite-2.5.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:25ce13f4b8d46876dd2b7ac8563d7d8306da7ff3999bb0d14b116b30f71d706c", size = 55263911, upload-time = "2025-06-30T04:24:19.434Z" },
]
[[package]]
name = "mirakuru"
version = "2.6.1"
@@ -1750,6 +1809,20 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/b5/35/6c4c6fc8774a9e3629cd750dc24a7a4fb090a25ccd5c3246d127b70f9e22/propcache-0.3.0-py3-none-any.whl", hash = "sha256:67dda3c7325691c2081510e92c561f465ba61b975f481735aefdfc845d2cd043", size = 12101, upload-time = "2025-02-20T19:03:27.202Z" },
]
[[package]]
name = "protobuf"
version = "6.32.1"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/fa/a4/cc17347aa2897568beece2e674674359f911d6fe21b0b8d6268cd42727ac/protobuf-6.32.1.tar.gz", hash = "sha256:ee2469e4a021474ab9baafea6cd070e5bf27c7d29433504ddea1a4ee5850f68d", size = 440635, upload-time = "2025-09-11T21:38:42.935Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c0/98/645183ea03ab3995d29086b8bf4f7562ebd3d10c9a4b14ee3f20d47cfe50/protobuf-6.32.1-cp310-abi3-win32.whl", hash = "sha256:a8a32a84bc9f2aad712041b8b366190f71dde248926da517bde9e832e4412085", size = 424411, upload-time = "2025-09-11T21:38:27.427Z" },
{ url = "https://files.pythonhosted.org/packages/8c/f3/6f58f841f6ebafe076cebeae33fc336e900619d34b1c93e4b5c97a81fdfa/protobuf-6.32.1-cp310-abi3-win_amd64.whl", hash = "sha256:b00a7d8c25fa471f16bc8153d0e53d6c9e827f0953f3c09aaa4331c718cae5e1", size = 435738, upload-time = "2025-09-11T21:38:30.959Z" },
{ url = "https://files.pythonhosted.org/packages/10/56/a8a3f4e7190837139e68c7002ec749190a163af3e330f65d90309145a210/protobuf-6.32.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d8c7e6eb619ffdf105ee4ab76af5a68b60a9d0f66da3ea12d1640e6d8dab7281", size = 426454, upload-time = "2025-09-11T21:38:34.076Z" },
{ url = "https://files.pythonhosted.org/packages/3f/be/8dd0a927c559b37d7a6c8ab79034fd167dcc1f851595f2e641ad62be8643/protobuf-6.32.1-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:2f5b80a49e1eb7b86d85fcd23fe92df154b9730a725c3b38c4e43b9d77018bf4", size = 322874, upload-time = "2025-09-11T21:38:35.509Z" },
{ url = "https://files.pythonhosted.org/packages/5c/f6/88d77011b605ef979aace37b7703e4eefad066f7e84d935e5a696515c2dd/protobuf-6.32.1-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:b1864818300c297265c83a4982fd3169f97122c299f56a56e2445c3698d34710", size = 322013, upload-time = "2025-09-11T21:38:37.017Z" },
{ url = "https://files.pythonhosted.org/packages/97/b7/15cc7d93443d6c6a84626ae3258a91f4c6ac8c0edd5df35ea7658f71b79c/protobuf-6.32.1-py3-none-any.whl", hash = "sha256:2601b779fc7d32a866c6b4404f9d42a3f67c5b9f3f15b4db3cccabe06b95c346", size = 169289, upload-time = "2025-09-11T21:38:41.234Z" },
]
[[package]]
name = "psutil"
version = "7.0.0"
@@ -1908,6 +1981,24 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/61/ad/689f02752eeec26aed679477e80e632ef1b682313be70793d798c1d5fc8f/PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb", size = 22997, upload-time = "2024-11-28T03:43:27.893Z" },
]
[[package]]
name = "pymilvus"
version = "2.6.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "grpcio" },
{ name = "milvus-lite", marker = "sys_platform != 'win32'" },
{ name = "pandas" },
{ name = "protobuf" },
{ name = "python-dotenv" },
{ name = "setuptools" },
{ name = "ujson" },
]
sdist = { url = "https://files.pythonhosted.org/packages/70/a9/b25af985972082d1bb0b26739fece8cea3f56370733b4b1de690c42a77cc/pymilvus-2.6.1.tar.gz", hash = "sha256:ef1d7f5039719398d131ca80c19e55bc2bccc7ab6609f2cca9a04217dcb0a7fb", size = 1322169, upload-time = "2025-08-29T10:03:50.523Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d4/1a/8b677e0f4ef683bbfb00d495960573fff0844ed509b3cf0abede79a48e90/pymilvus-2.6.1-py3-none-any.whl", hash = "sha256:e3d76d45ce04d3555a6849645a18a1e2992706e248d5b6dc58a00504d0b60165", size = 254252, upload-time = "2025-08-29T10:03:48.539Z" },
]
[[package]]
name = "pymongo"
version = "4.12.1"
@@ -2258,6 +2349,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/49/65/dea992c6a97074f6d8ff9eab34741298cac2ce23e2b6c74fb7d08afdf85c/sentinels-1.1.1-py3-none-any.whl", hash = "sha256:835d3b28f3b47f5284afa4bf2db6e00f2dc5f80f9923d4b7e7aeeeccf6146a11", size = 3744, upload-time = "2025-08-12T07:57:48.858Z" },
]
[[package]]
name = "setuptools"
version = "80.9.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958, upload-time = "2025-05-27T00:56:51.443Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486, upload-time = "2025-05-27T00:56:49.664Z" },
]
[[package]]
name = "sgmllib3k"
version = "1.0.0"
@@ -2474,6 +2574,58 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/0f/dd/84f10e23edd882c6f968c21c2434fe67bd4a528967067515feca9e611e5e/tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639", size = 346762, upload-time = "2025-01-21T19:49:37.187Z" },
]
[[package]]
name = "ujson"
version = "5.11.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/43/d9/3f17e3c5773fb4941c68d9a37a47b1a79c9649d6c56aefbed87cc409d18a/ujson-5.11.0.tar.gz", hash = "sha256:e204ae6f909f099ba6b6b942131cee359ddda2b6e4ea39c12eb8b991fe2010e0", size = 7156583, upload-time = "2025-08-20T11:57:02.452Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/b9/ef/a9cb1fce38f699123ff012161599fb9f2ff3f8d482b4b18c43a2dc35073f/ujson-5.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7895f0d2d53bd6aea11743bd56e3cb82d729980636cd0ed9b89418bf66591702", size = 55434, upload-time = "2025-08-20T11:55:34.987Z" },
{ url = "https://files.pythonhosted.org/packages/b1/05/dba51a00eb30bd947791b173766cbed3492269c150a7771d2750000c965f/ujson-5.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:12b5e7e22a1fe01058000d1b317d3b65cc3daf61bd2ea7a2b76721fe160fa74d", size = 53190, upload-time = "2025-08-20T11:55:36.384Z" },
{ url = "https://files.pythonhosted.org/packages/03/3c/fd11a224f73fbffa299fb9644e425f38b38b30231f7923a088dd513aabb4/ujson-5.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0180a480a7d099082501cad1fe85252e4d4bf926b40960fb3d9e87a3a6fbbc80", size = 57600, upload-time = "2025-08-20T11:55:37.692Z" },
{ url = "https://files.pythonhosted.org/packages/55/b9/405103cae24899df688a3431c776e00528bd4799e7d68820e7ebcf824f92/ujson-5.11.0-cp312-cp312-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:fa79fdb47701942c2132a9dd2297a1a85941d966d8c87bfd9e29b0cf423f26cc", size = 59791, upload-time = "2025-08-20T11:55:38.877Z" },
{ url = "https://files.pythonhosted.org/packages/17/7b/2dcbc2bbfdbf68f2368fb21ab0f6735e872290bb604c75f6e06b81edcb3f/ujson-5.11.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8254e858437c00f17cb72e7a644fc42dad0ebb21ea981b71df6e84b1072aaa7c", size = 57356, upload-time = "2025-08-20T11:55:40.036Z" },
{ url = "https://files.pythonhosted.org/packages/d1/71/fea2ca18986a366c750767b694430d5ded6b20b6985fddca72f74af38a4c/ujson-5.11.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1aa8a2ab482f09f6c10fba37112af5f957689a79ea598399c85009f2f29898b5", size = 1036313, upload-time = "2025-08-20T11:55:41.408Z" },
{ url = "https://files.pythonhosted.org/packages/a3/bb/d4220bd7532eac6288d8115db51710fa2d7d271250797b0bfba9f1e755af/ujson-5.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a638425d3c6eed0318df663df44480f4a40dc87cc7c6da44d221418312f6413b", size = 1195782, upload-time = "2025-08-20T11:55:43.357Z" },
{ url = "https://files.pythonhosted.org/packages/80/47/226e540aa38878ce1194454385701d82df538ccb5ff8db2cf1641dde849a/ujson-5.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7e3cff632c1d78023b15f7e3a81c3745cd3f94c044d1e8fa8efbd6b161997bbc", size = 1088817, upload-time = "2025-08-20T11:55:45.262Z" },
{ url = "https://files.pythonhosted.org/packages/7e/81/546042f0b23c9040d61d46ea5ca76f0cc5e0d399180ddfb2ae976ebff5b5/ujson-5.11.0-cp312-cp312-win32.whl", hash = "sha256:be6b0eaf92cae8cdee4d4c9e074bde43ef1c590ed5ba037ea26c9632fb479c88", size = 39757, upload-time = "2025-08-20T11:55:46.522Z" },
{ url = "https://files.pythonhosted.org/packages/44/1b/27c05dc8c9728f44875d74b5bfa948ce91f6c33349232619279f35c6e817/ujson-5.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:b7b136cc6abc7619124fd897ef75f8e63105298b5ca9bdf43ebd0e1fa0ee105f", size = 43859, upload-time = "2025-08-20T11:55:47.987Z" },
{ url = "https://files.pythonhosted.org/packages/22/2d/37b6557c97c3409c202c838aa9c960ca3896843b4295c4b7bb2bbd260664/ujson-5.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:6cd2df62f24c506a0ba322d5e4fe4466d47a9467b57e881ee15a31f7ecf68ff6", size = 38361, upload-time = "2025-08-20T11:55:49.122Z" },
{ url = "https://files.pythonhosted.org/packages/1c/ec/2de9dd371d52c377abc05d2b725645326c4562fc87296a8907c7bcdf2db7/ujson-5.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:109f59885041b14ee9569bf0bb3f98579c3fa0652317b355669939e5fc5ede53", size = 55435, upload-time = "2025-08-20T11:55:50.243Z" },
{ url = "https://files.pythonhosted.org/packages/5b/a4/f611f816eac3a581d8a4372f6967c3ed41eddbae4008d1d77f223f1a4e0a/ujson-5.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a31c6b8004438e8c20fc55ac1c0e07dad42941db24176fe9acf2815971f8e752", size = 53193, upload-time = "2025-08-20T11:55:51.373Z" },
{ url = "https://files.pythonhosted.org/packages/e9/c5/c161940967184de96f5cbbbcce45b562a4bf851d60f4c677704b1770136d/ujson-5.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78c684fb21255b9b90320ba7e199780f653e03f6c2528663768965f4126a5b50", size = 57603, upload-time = "2025-08-20T11:55:52.583Z" },
{ url = "https://files.pythonhosted.org/packages/2b/d6/c7b2444238f5b2e2d0e3dab300b9ddc3606e4b1f0e4bed5a48157cebc792/ujson-5.11.0-cp313-cp313-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:4c9f5d6a27d035dd90a146f7761c2272cf7103de5127c9ab9c4cd39ea61e878a", size = 59794, upload-time = "2025-08-20T11:55:53.69Z" },
{ url = "https://files.pythonhosted.org/packages/fe/a3/292551f936d3d02d9af148f53e1bc04306b00a7cf1fcbb86fa0d1c887242/ujson-5.11.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:837da4d27fed5fdc1b630bd18f519744b23a0b5ada1bbde1a36ba463f2900c03", size = 57363, upload-time = "2025-08-20T11:55:54.843Z" },
{ url = "https://files.pythonhosted.org/packages/90/a6/82cfa70448831b1a9e73f882225980b5c689bf539ec6400b31656a60ea46/ujson-5.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:787aff4a84da301b7f3bac09bc696e2e5670df829c6f8ecf39916b4e7e24e701", size = 1036311, upload-time = "2025-08-20T11:55:56.197Z" },
{ url = "https://files.pythonhosted.org/packages/84/5c/96e2266be50f21e9b27acaee8ca8f23ea0b85cb998c33d4f53147687839b/ujson-5.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:6dd703c3e86dc6f7044c5ac0b3ae079ed96bf297974598116aa5fb7f655c3a60", size = 1195783, upload-time = "2025-08-20T11:55:58.081Z" },
{ url = "https://files.pythonhosted.org/packages/8d/20/78abe3d808cf3bb3e76f71fca46cd208317bf461c905d79f0d26b9df20f1/ujson-5.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3772e4fe6b0c1e025ba3c50841a0ca4786825a4894c8411bf8d3afe3a8061328", size = 1088822, upload-time = "2025-08-20T11:55:59.469Z" },
{ url = "https://files.pythonhosted.org/packages/d8/50/8856e24bec5e2fc7f775d867aeb7a3f137359356200ac44658f1f2c834b2/ujson-5.11.0-cp313-cp313-win32.whl", hash = "sha256:8fa2af7c1459204b7a42e98263b069bd535ea0cd978b4d6982f35af5a04a4241", size = 39753, upload-time = "2025-08-20T11:56:01.345Z" },
{ url = "https://files.pythonhosted.org/packages/5b/d8/1baee0f4179a4d0f5ce086832147b6cc9b7731c24ca08e14a3fdb8d39c32/ujson-5.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:34032aeca4510a7c7102bd5933f59a37f63891f30a0706fb46487ab6f0edf8f0", size = 43866, upload-time = "2025-08-20T11:56:02.552Z" },
{ url = "https://files.pythonhosted.org/packages/a9/8c/6d85ef5be82c6d66adced3ec5ef23353ed710a11f70b0b6a836878396334/ujson-5.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:ce076f2df2e1aa62b685086fbad67f2b1d3048369664b4cdccc50707325401f9", size = 38363, upload-time = "2025-08-20T11:56:03.688Z" },
{ url = "https://files.pythonhosted.org/packages/28/08/4518146f4984d112764b1dfa6fb7bad691c44a401adadaa5e23ccd930053/ujson-5.11.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:65724738c73645db88f70ba1f2e6fb678f913281804d5da2fd02c8c5839af302", size = 55462, upload-time = "2025-08-20T11:56:04.873Z" },
{ url = "https://files.pythonhosted.org/packages/29/37/2107b9a62168867a692654d8766b81bd2fd1e1ba13e2ec90555861e02b0c/ujson-5.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:29113c003ca33ab71b1b480bde952fbab2a0b6b03a4ee4c3d71687cdcbd1a29d", size = 53246, upload-time = "2025-08-20T11:56:06.054Z" },
{ url = "https://files.pythonhosted.org/packages/9b/f8/25583c70f83788edbe3ca62ce6c1b79eff465d78dec5eb2b2b56b3e98b33/ujson-5.11.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c44c703842024d796b4c78542a6fcd5c3cb948b9fc2a73ee65b9c86a22ee3638", size = 57631, upload-time = "2025-08-20T11:56:07.374Z" },
{ url = "https://files.pythonhosted.org/packages/ed/ca/19b3a632933a09d696f10dc1b0dfa1d692e65ad507d12340116ce4f67967/ujson-5.11.0-cp314-cp314-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:e750c436fb90edf85585f5c62a35b35082502383840962c6983403d1bd96a02c", size = 59877, upload-time = "2025-08-20T11:56:08.534Z" },
{ url = "https://files.pythonhosted.org/packages/55/7a/4572af5324ad4b2bfdd2321e898a527050290147b4ea337a79a0e4e87ec7/ujson-5.11.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f278b31a7c52eb0947b2db55a5133fbc46b6f0ef49972cd1a80843b72e135aba", size = 57363, upload-time = "2025-08-20T11:56:09.758Z" },
{ url = "https://files.pythonhosted.org/packages/7b/71/a2b8c19cf4e1efe53cf439cdf7198ac60ae15471d2f1040b490c1f0f831f/ujson-5.11.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ab2cb8351d976e788669c8281465d44d4e94413718af497b4e7342d7b2f78018", size = 1036394, upload-time = "2025-08-20T11:56:11.168Z" },
{ url = "https://files.pythonhosted.org/packages/7a/3e/7b98668cba3bb3735929c31b999b374ebc02c19dfa98dfebaeeb5c8597ca/ujson-5.11.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:090b4d11b380ae25453100b722d0609d5051ffe98f80ec52853ccf8249dfd840", size = 1195837, upload-time = "2025-08-20T11:56:12.6Z" },
{ url = "https://files.pythonhosted.org/packages/a1/ea/8870f208c20b43571a5c409ebb2fe9b9dba5f494e9e60f9314ac01ea8f78/ujson-5.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:80017e870d882d5517d28995b62e4e518a894f932f1e242cbc802a2fd64d365c", size = 1088837, upload-time = "2025-08-20T11:56:14.15Z" },
{ url = "https://files.pythonhosted.org/packages/63/b6/c0e6607e37fa47929920a685a968c6b990a802dec65e9c5181e97845985d/ujson-5.11.0-cp314-cp314-win32.whl", hash = "sha256:1d663b96eb34c93392e9caae19c099ec4133ba21654b081956613327f0e973ac", size = 41022, upload-time = "2025-08-20T11:56:15.509Z" },
{ url = "https://files.pythonhosted.org/packages/4e/56/f4fe86b4c9000affd63e9219e59b222dc48b01c534533093e798bf617a7e/ujson-5.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629", size = 45111, upload-time = "2025-08-20T11:56:16.597Z" },
{ url = "https://files.pythonhosted.org/packages/0a/f3/669437f0280308db4783b12a6d88c00730b394327d8334cc7a32ef218e64/ujson-5.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:e73df8648c9470af2b6a6bf5250d4744ad2cf3d774dcf8c6e31f018bdd04d764", size = 39682, upload-time = "2025-08-20T11:56:17.763Z" },
{ url = "https://files.pythonhosted.org/packages/6e/cd/e9809b064a89fe5c4184649adeb13c1b98652db3f8518980b04227358574/ujson-5.11.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:de6e88f62796372fba1de973c11138f197d3e0e1d80bcb2b8aae1e826096d433", size = 55759, upload-time = "2025-08-20T11:56:18.882Z" },
{ url = "https://files.pythonhosted.org/packages/1b/be/ae26a6321179ebbb3a2e2685b9007c71bcda41ad7a77bbbe164005e956fc/ujson-5.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:49e56ef8066f11b80d620985ae36869a3ff7e4b74c3b6129182ec5d1df0255f3", size = 53634, upload-time = "2025-08-20T11:56:20.012Z" },
{ url = "https://files.pythonhosted.org/packages/ae/e9/fb4a220ee6939db099f4cfeeae796ecb91e7584ad4d445d4ca7f994a9135/ujson-5.11.0-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1a325fd2c3a056cf6c8e023f74a0c478dd282a93141356ae7f16d5309f5ff823", size = 58547, upload-time = "2025-08-20T11:56:21.175Z" },
{ url = "https://files.pythonhosted.org/packages/bd/f8/fc4b952b8f5fea09ea3397a0bd0ad019e474b204cabcb947cead5d4d1ffc/ujson-5.11.0-cp314-cp314t-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:a0af6574fc1d9d53f4ff371f58c96673e6d988ed2b5bf666a6143c782fa007e9", size = 60489, upload-time = "2025-08-20T11:56:22.342Z" },
{ url = "https://files.pythonhosted.org/packages/2e/e5/af5491dfda4f8b77e24cf3da68ee0d1552f99a13e5c622f4cef1380925c3/ujson-5.11.0-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:10f29e71ecf4ecd93a6610bd8efa8e7b6467454a363c3d6416db65de883eb076", size = 58035, upload-time = "2025-08-20T11:56:23.92Z" },
{ url = "https://files.pythonhosted.org/packages/c4/09/0945349dd41f25cc8c38d78ace49f14c5052c5bbb7257d2f466fa7bdb533/ujson-5.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1a0a9b76a89827a592656fe12e000cf4f12da9692f51a841a4a07aa4c7ecc41c", size = 1037212, upload-time = "2025-08-20T11:56:25.274Z" },
{ url = "https://files.pythonhosted.org/packages/49/44/8e04496acb3d5a1cbee3a54828d9652f67a37523efa3d3b18a347339680a/ujson-5.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:b16930f6a0753cdc7d637b33b4e8f10d5e351e1fb83872ba6375f1e87be39746", size = 1196500, upload-time = "2025-08-20T11:56:27.517Z" },
{ url = "https://files.pythonhosted.org/packages/64/ae/4bc825860d679a0f208a19af2f39206dfd804ace2403330fdc3170334a2f/ujson-5.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:04c41afc195fd477a59db3a84d5b83a871bd648ef371cf8c6f43072d89144eef", size = 1089487, upload-time = "2025-08-20T11:56:29.07Z" },
{ url = "https://files.pythonhosted.org/packages/30/ed/5a057199fb0a5deabe0957073a1c1c1c02a3e99476cd03daee98ea21fa57/ujson-5.11.0-cp314-cp314t-win32.whl", hash = "sha256:aa6d7a5e09217ff93234e050e3e380da62b084e26b9f2e277d2606406a2fc2e5", size = 41859, upload-time = "2025-08-20T11:56:30.495Z" },
{ url = "https://files.pythonhosted.org/packages/aa/03/b19c6176bdf1dc13ed84b886e99677a52764861b6cc023d5e7b6ebda249d/ujson-5.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:48055e1061c1bb1f79e75b4ac39e821f3f35a9b82de17fce92c3140149009bec", size = 46183, upload-time = "2025-08-20T11:56:31.574Z" },
{ url = "https://files.pythonhosted.org/packages/5d/ca/a0413a3874b2dc1708b8796ca895bf363292f9c70b2e8ca482b7dbc0259d/ujson-5.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:1194b943e951092db611011cb8dbdb6cf94a3b816ed07906e14d3bc6ce0e90ab", size = 40264, upload-time = "2025-08-20T11:56:32.773Z" },
]
[[package]]
name = "urllib3"
version = "2.3.0"