diff --git "a/uv.lock" "b/uv.lock"
--- "a/uv.lock"
+++ "b/uv.lock"
@@ -15,11 +15,16 @@ dependencies = [
     { name = "llama-index" },
     { name = "llama-index-llms-huggingface-api" },
     { name = "llama-index-llms-nebius" },
+    { name = "llama-index-tools-duckduckgo" },
+    { name = "llama-index-tools-requests" },
     { name = "requests" },
+    { name = "tavily-python" },
 ]
 
 [package.dev-dependencies]
 dev = [
+    { name = "arize-phoenix" },
+    { name = "llama-index-callbacks-arize-phoenix" },
     { name = "llama-index-utils-workflow" },
 ]
 
@@ -29,11 +34,18 @@ requires-dist = [
     { name = "llama-index", specifier = ">=0.12.43" },
     { name = "llama-index-llms-huggingface-api", specifier = ">=0.5.0" },
     { name = "llama-index-llms-nebius", specifier = ">=0.1.2" },
+    { name = "llama-index-tools-duckduckgo", specifier = ">=0.3.0" },
+    { name = "llama-index-tools-requests", specifier = ">=0.4.0" },
     { name = "requests", specifier = ">=2.32.4" },
+    { name = "tavily-python", specifier = ">=0.7.8" },
 ]
 
 [package.metadata.requires-dev]
-dev = [{ name = "llama-index-utils-workflow", specifier = ">=0.3.4" }]
+dev = [
+    { name = "arize-phoenix", specifier = ">=10.15.0" },
+    { name = "llama-index-callbacks-arize-phoenix", specifier = ">=0.5.1" },
+    { name = "llama-index-utils-workflow", specifier = ">=0.3.4" },
+]
 
 [[package]]
 name = "aiofiles"
@@ -104,6 +116,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9d/47/b11d0089875a23bff0abd3edb5516bcd454db3fefab8604f5e4b07bd6210/aiohttp-3.12.13-cp313-cp313-win_amd64.whl", hash = "sha256:5a178390ca90419bfd41419a809688c368e63c86bd725e1186dd97f6b89c2706", size = 446735, upload-time = "2025-06-14T15:15:02.858Z" },
 ]
 
+[[package]]
+name = "aioitertools"
+version = "0.12.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/06/de/38491a84ab323b47c7f86e94d2830e748780525f7a10c8600b67ead7e9ea/aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b", size = 19369, upload-time = "2024-09-02T03:33:40.349Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/85/13/58b70a580de00893223d61de8fea167877a3aed97d4a5e1405c9159ef925/aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796", size = 24345, upload-time = "2024-09-02T03:34:59.454Z" },
+]
+
 [[package]]
 name = "aiosignal"
 version = "1.3.2"
@@ -128,6 +149,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f5/10/6c25ed6de94c49f88a91fa5018cb4c0f3625f31d5be9f771ebe5cc7cd506/aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0", size = 15792, upload-time = "2025-02-03T07:30:13.6Z" },
 ]
 
+[[package]]
+name = "alembic"
+version = "1.16.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mako" },
+    { name = "sqlalchemy" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9c/35/116797ff14635e496bbda0c168987f5326a6555b09312e9b817e360d1f56/alembic-1.16.2.tar.gz", hash = "sha256:e53c38ff88dadb92eb22f8b150708367db731d58ad7e9d417c9168ab516cbed8", size = 1963563, upload-time = "2025-06-16T18:05:08.566Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/dd/e2/88e425adac5ad887a087c38d04fe2030010572a3e0e627f8a6e8c33eeda8/alembic-1.16.2-py3-none-any.whl", hash = "sha256:5f42e9bd0afdbd1d5e3ad856c01754530367debdebf21ed6894e34af52b3bb03", size = 242717, upload-time = "2025-06-16T18:05:10.27Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -151,6 +186,100 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
+[[package]]
+name = "arize-phoenix"
+version = "10.15.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aioitertools" },
+    { name = "aiosqlite" },
+    { name = "alembic" },
+    { name = "arize-phoenix-client" },
+    { name = "arize-phoenix-evals" },
+    { name = "arize-phoenix-otel" },
+    { name = "authlib" },
+    { name = "cachetools" },
+    { name = "email-validator" },
+    { name = "fastapi" },
+    { name = "grpc-interceptor" },
+    { name = "grpcio" },
+    { name = "httpx" },
+    { name = "jinja2" },
+    { name = "numpy" },
+    { name = "openinference-instrumentation" },
+    { name = "openinference-semantic-conventions" },
+    { name = "opentelemetry-exporter-otlp" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "pandas" },
+    { name = "protobuf" },
+    { name = "psutil" },
+    { name = "pyarrow" },
+    { name = "pydantic" },
+    { name = "python-multipart" },
+    { name = "scikit-learn" },
+    { name = "scipy" },
+    { name = "sqlalchemy", extra = ["asyncio"] },
+    { name = "sqlean-py" },
+    { name = "starlette" },
+    { name = "strawberry-graphql" },
+    { name = "tqdm" },
+    { name = "typing-extensions" },
+    { name = "uvicorn" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/aa/65/ebd32dc5952ba84f842c0bab1fe9177d5afc54457139bf779a0e9354ca83/arize_phoenix-10.15.0.tar.gz", hash = "sha256:4566a2690b6df4b0db2af7d486b4bf0183e3d98803927a78d2c80476ccae28b0", size = 3846347, upload-time = "2025-06-22T04:21:07.878Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/54/2c/b2bf2b2aefdaa99869a9cb11363a8496a69b7fe49bc269c61d23c4a9b4b4/arize_phoenix-10.15.0-py3-none-any.whl", hash = "sha256:1da5eb51e1799d36dd28fc2385c1b1eed31ebfed08d8029b421371fb9ea95109", size = 4035960, upload-time = "2025-06-22T04:21:04.819Z" },
+]
+
+[[package]]
+name = "arize-phoenix-client"
+version = "1.11.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "httpx" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7d/85/b214ab6d80725623b33a47f40dd784bcbc9fa488a629891a356936c66df9/arize_phoenix_client-1.11.0.tar.gz", hash = "sha256:dca85b899b9653cc52656822a76099e3eb189a6f3fd7ce5cc405952f5aee1f38", size = 64525, upload-time = "2025-06-19T02:31:17.629Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9f/1d/165243982fb143ee49bf1822767945770970174447c9daab45fa9ea10d23/arize_phoenix_client-1.11.0-py3-none-any.whl", hash = "sha256:4956811b6145d53661940663df3cdc349f6b80a4bf0d4df5dd9597f545eac150", size = 64931, upload-time = "2025-06-19T02:31:16.534Z" },
+]
+
+[[package]]
+name = "arize-phoenix-evals"
+version = "0.21.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pandas" },
+    { name = "tqdm" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5d/61/823582417b565122cecba92ac81981377664ecddcb565c0525aa115747a8/arize_phoenix_evals-0.21.0.tar.gz", hash = "sha256:3fa67bd69e8bbde781ebd69dea44103f2e278de3e5a60fc277ffd5fed819000c", size = 48875, upload-time = "2025-06-21T06:00:18.006Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/aa/42/d08cb1103cb2d718ceb9df6b3cf32bee3156ec99a42f425f30ed72da6b64/arize_phoenix_evals-0.21.0-py3-none-any.whl", hash = "sha256:a4b2e34bebdb161805850fc63be212edfaa542dc6e5e1006560b231246c0be78", size = 63179, upload-time = "2025-06-21T06:00:16.378Z" },
+]
+
+[[package]]
+name = "arize-phoenix-otel"
+version = "0.11.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "openinference-instrumentation" },
+    { name = "openinference-semantic-conventions" },
+    { name = "opentelemetry-exporter-otlp" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "typing-extensions" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/cb/6f/7fde4af4924315d66aeaa10a6901506e73a3c197dd07bfa607091c18e181/arize_phoenix_otel-0.11.0.tar.gz", hash = "sha256:c6de14aa39f7bbc010c57788dd29a1a273e3ec0036a7daa7ea8c9fb7420bf639", size = 14807, upload-time = "2025-06-18T15:25:50.575Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b0/fe/eff1c96df75baf2c3ec2fdc2804153cb1727f177a8ecdea5a0bdfb7ebe15/arize_phoenix_otel-0.11.0-py3-none-any.whl", hash = "sha256:daf219cfd3d2569825b5f59434d2b96d27456cea9a147f868f9980577f8030a0", size = 13358, upload-time = "2025-06-18T15:25:49.435Z" },
+]
+
 [[package]]
 name = "asttokens"
 version = "3.0.0"
@@ -209,6 +338,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5d/35/be73b6015511aa0173ec595fc579133b797ad532996f2998fd6b8d1bbe6b/audioop_lts-0.2.1-cp313-cp313t-win_arm64.whl", hash = "sha256:78bfb3703388c780edf900be66e07de5a3d4105ca8e8720c5c4d67927e0b15d0", size = 23918, upload-time = "2024-08-04T21:14:42.803Z" },
 ]
 
+[[package]]
+name = "authlib"
+version = "1.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a2/9d/b1e08d36899c12c8b894a44a5583ee157789f26fc4b176f8e4b6217b56e1/authlib-1.6.0.tar.gz", hash = "sha256:4367d32031b7af175ad3a323d571dc7257b7099d55978087ceae4a0d88cd3210", size = 158371, upload-time = "2025-05-23T00:21:45.011Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/84/29/587c189bbab1ccc8c86a03a5d0e13873df916380ef1be461ebe6acebf48d/authlib-1.6.0-py2.py3-none-any.whl", hash = "sha256:91685589498f79e8655e8a8947431ad6288831d643f11c55c2143ffcc738048d", size = 239981, upload-time = "2025-05-23T00:21:43.075Z" },
+]
+
 [[package]]
 name = "banks"
 version = "2.1.2"
@@ -238,6 +379,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/50/cd/30110dc0ffcf3b131156077b90e9f60ed75711223f306da4db08eff8403b/beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b", size = 187285, upload-time = "2025-04-15T17:05:12.221Z" },
 ]
 
+[[package]]
+name = "cachetools"
+version = "6.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8a/89/817ad5d0411f136c484d535952aef74af9b25e0d99e90cdffbe121e6d628/cachetools-6.1.0.tar.gz", hash = "sha256:b4c4f404392848db3ce7aac34950d17be4d864da4b8b66911008e430bc544587", size = 30714, upload-time = "2025-06-16T18:51:03.07Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/f0/2ef431fe4141f5e334759d73e81120492b23b2824336883a91ac04ba710b/cachetools-6.1.0-py3-none-any.whl", hash = "sha256:1c7bb3cf9193deaf3508b7c5f2a79986c13ea38965c5adcff1f84519cf39163e", size = 11189, upload-time = "2025-06-16T18:51:01.514Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.6.15"
@@ -247,6 +397,39 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/84/ae/320161bd181fc06471eed047ecce67b693fd7515b16d495d8932db763426/certifi-2025.6.15-py3-none-any.whl", hash = "sha256:2e0c7ce7cb5d8f8634ca55d2ba7e6ec2689a2fd6537d8dec1296a477a4910057", size = 157650, upload-time = "2025-06-15T02:45:49.977Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621, upload-time = "2024-09-04T20:45:21.852Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5a/84/e94227139ee5fb4d600a7a4927f322e1d4aea6fdc50bd3fca8493caba23f/cffi-1.17.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4", size = 183178, upload-time = "2024-09-04T20:44:12.232Z" },
+    { url = "https://files.pythonhosted.org/packages/da/ee/fb72c2b48656111c4ef27f0f91da355e130a923473bf5ee75c5643d00cca/cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c", size = 178840, upload-time = "2024-09-04T20:44:13.739Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/b6/db007700f67d151abadf508cbfd6a1884f57eab90b1bb985c4c8c02b0f28/cffi-1.17.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36", size = 454803, upload-time = "2024-09-04T20:44:15.231Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/df/f8d151540d8c200eb1c6fba8cd0dfd40904f1b0682ea705c36e6c2e97ab3/cffi-1.17.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da95af8214998d77a98cc14e3a3bd00aa191526343078b530ceb0bd710fb48a5", size = 478850, upload-time = "2024-09-04T20:44:17.188Z" },
+    { url = "https://files.pythonhosted.org/packages/28/c0/b31116332a547fd2677ae5b78a2ef662dfc8023d67f41b2a83f7c2aa78b1/cffi-1.17.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d63afe322132c194cf832bfec0dc69a99fb9bb6bbd550f161a49e9e855cc78ff", size = 485729, upload-time = "2024-09-04T20:44:18.688Z" },
+    { url = "https://files.pythonhosted.org/packages/91/2b/9a1ddfa5c7f13cab007a2c9cc295b70fbbda7cb10a286aa6810338e60ea1/cffi-1.17.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f79fc4fc25f1c8698ff97788206bb3c2598949bfe0fef03d299eb1b5356ada99", size = 471256, upload-time = "2024-09-04T20:44:20.248Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/d5/da47df7004cb17e4955df6a43d14b3b4ae77737dff8bf7f8f333196717bf/cffi-1.17.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b62ce867176a75d03a665bad002af8e6d54644fad99a3c70905c543130e39d93", size = 479424, upload-time = "2024-09-04T20:44:21.673Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/ac/2a28bcf513e93a219c8a4e8e125534f4f6db03e3179ba1c45e949b76212c/cffi-1.17.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:386c8bf53c502fff58903061338ce4f4950cbdcb23e2902d86c0f722b786bbe3", size = 484568, upload-time = "2024-09-04T20:44:23.245Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/38/ca8a4f639065f14ae0f1d9751e70447a261f1a30fa7547a828ae08142465/cffi-1.17.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4ceb10419a9adf4460ea14cfd6bc43d08701f0835e979bf821052f1805850fe8", size = 488736, upload-time = "2024-09-04T20:44:24.757Z" },
+    { url = "https://files.pythonhosted.org/packages/86/c5/28b2d6f799ec0bdecf44dced2ec5ed43e0eb63097b0f58c293583b406582/cffi-1.17.1-cp312-cp312-win32.whl", hash = "sha256:a08d7e755f8ed21095a310a693525137cfe756ce62d066e53f502a83dc550f65", size = 172448, upload-time = "2024-09-04T20:44:26.208Z" },
+    { url = "https://files.pythonhosted.org/packages/50/b9/db34c4755a7bd1cb2d1603ac3863f22bcecbd1ba29e5ee841a4bc510b294/cffi-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:51392eae71afec0d0c8fb1a53b204dbb3bcabcb3c9b807eedf3e1e6ccf2de903", size = 181976, upload-time = "2024-09-04T20:44:27.578Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/f8/dd6c246b148639254dad4d6803eb6a54e8c85c6e11ec9df2cffa87571dbe/cffi-1.17.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f3a2b4222ce6b60e2e8b337bb9596923045681d71e5a082783484d845390938e", size = 182989, upload-time = "2024-09-04T20:44:28.956Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/f1/672d303ddf17c24fc83afd712316fda78dc6fce1cd53011b839483e1ecc8/cffi-1.17.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0984a4925a435b1da406122d4d7968dd861c1385afe3b45ba82b750f229811e2", size = 178802, upload-time = "2024-09-04T20:44:30.289Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/2d/eab2e858a91fdff70533cab61dcff4a1f55ec60425832ddfdc9cd36bc8af/cffi-1.17.1-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d01b12eeeb4427d3110de311e1774046ad344f5b1a7403101878976ecd7a10f3", size = 454792, upload-time = "2024-09-04T20:44:32.01Z" },
+    { url = "https://files.pythonhosted.org/packages/75/b2/fbaec7c4455c604e29388d55599b99ebcc250a60050610fadde58932b7ee/cffi-1.17.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:706510fe141c86a69c8ddc029c7910003a17353970cff3b904ff0686a5927683", size = 478893, upload-time = "2024-09-04T20:44:33.606Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/b7/6e4a2162178bf1935c336d4da8a9352cccab4d3a5d7914065490f08c0690/cffi-1.17.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de55b766c7aa2e2a3092c51e0483d700341182f08e67c63630d5b6f200bb28e5", size = 485810, upload-time = "2024-09-04T20:44:35.191Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/8a/1d0e4a9c26e54746dc08c2c6c037889124d4f59dffd853a659fa545f1b40/cffi-1.17.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c59d6e989d07460165cc5ad3c61f9fd8f1b4796eacbd81cee78957842b834af4", size = 471200, upload-time = "2024-09-04T20:44:36.743Z" },
+    { url = "https://files.pythonhosted.org/packages/26/9f/1aab65a6c0db35f43c4d1b4f580e8df53914310afc10ae0397d29d697af4/cffi-1.17.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd398dbc6773384a17fe0d3e7eeb8d1a21c2200473ee6806bb5e6a8e62bb73dd", size = 479447, upload-time = "2024-09-04T20:44:38.492Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/e4/fb8b3dd8dc0e98edf1135ff067ae070bb32ef9d509d6cb0f538cd6f7483f/cffi-1.17.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:3edc8d958eb099c634dace3c7e16560ae474aa3803a5df240542b305d14e14ed", size = 484358, upload-time = "2024-09-04T20:44:40.046Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/47/d7145bf2dc04684935d57d67dff9d6d795b2ba2796806bb109864be3a151/cffi-1.17.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:72e72408cad3d5419375fc87d289076ee319835bdfa2caad331e377589aebba9", size = 488469, upload-time = "2024-09-04T20:44:41.616Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/ee/f94057fa6426481d663b88637a9a10e859e492c73d0384514a17d78ee205/cffi-1.17.1-cp313-cp313-win32.whl", hash = "sha256:e03eab0a8677fa80d646b5ddece1cbeaf556c313dcfac435ba11f107ba117b5d", size = 172475, upload-time = "2024-09-04T20:44:43.733Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/fc/6a8cb64e5f0324877d503c854da15d76c1e50eb722e320b15345c4d0c6de/cffi-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:f6a16c31041f09ead72d69f583767292f750d24913dadacf5756b966aacb3f1a", size = 182009, upload-time = "2024-09-04T20:44:45.309Z" },
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.2"
@@ -303,6 +486,41 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "cryptography"
+version = "45.0.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fe/c8/a2a376a8711c1e11708b9c9972e0c3223f5fc682552c82d8db844393d6ce/cryptography-45.0.4.tar.gz", hash = "sha256:7405ade85c83c37682c8fe65554759800a4a8c54b2d96e0f8ad114d31b808d57", size = 744890, upload-time = "2025-06-10T00:03:51.297Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cc/1c/92637793de053832523b410dbe016d3f5c11b41d0cf6eef8787aabb51d41/cryptography-45.0.4-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:425a9a6ac2823ee6e46a76a21a4e8342d8fa5c01e08b823c1f19a8b74f096069", size = 7055712, upload-time = "2025-06-10T00:02:38.826Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/14/93b69f2af9ba832ad6618a03f8a034a5851dc9a3314336a3d71c252467e1/cryptography-45.0.4-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:680806cf63baa0039b920f4976f5f31b10e772de42f16310a6839d9f21a26b0d", size = 4205335, upload-time = "2025-06-10T00:02:41.64Z" },
+    { url = "https://files.pythonhosted.org/packages/67/30/fae1000228634bf0b647fca80403db5ca9e3933b91dd060570689f0bd0f7/cryptography-45.0.4-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4ca0f52170e821bc8da6fc0cc565b7bb8ff8d90d36b5e9fdd68e8a86bdf72036", size = 4431487, upload-time = "2025-06-10T00:02:43.696Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/5a/7dffcf8cdf0cb3c2430de7404b327e3db64735747d641fc492539978caeb/cryptography-45.0.4-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f3fe7a5ae34d5a414957cc7f457e2b92076e72938423ac64d215722f6cf49a9e", size = 4208922, upload-time = "2025-06-10T00:02:45.334Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/f3/528729726eb6c3060fa3637253430547fbaaea95ab0535ea41baa4a6fbd8/cryptography-45.0.4-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:25eb4d4d3e54595dc8adebc6bbd5623588991d86591a78c2548ffb64797341e2", size = 3900433, upload-time = "2025-06-10T00:02:47.359Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/4a/67ba2e40f619e04d83c32f7e1d484c1538c0800a17c56a22ff07d092ccc1/cryptography-45.0.4-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:ce1678a2ccbe696cf3af15a75bb72ee008d7ff183c9228592ede9db467e64f1b", size = 4464163, upload-time = "2025-06-10T00:02:49.412Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/9a/b4d5aa83661483ac372464809c4b49b5022dbfe36b12fe9e323ca8512420/cryptography-45.0.4-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:49fe9155ab32721b9122975e168a6760d8ce4cffe423bcd7ca269ba41b5dfac1", size = 4208687, upload-time = "2025-06-10T00:02:50.976Z" },
+    { url = "https://files.pythonhosted.org/packages/db/b7/a84bdcd19d9c02ec5807f2ec2d1456fd8451592c5ee353816c09250e3561/cryptography-45.0.4-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:2882338b2a6e0bd337052e8b9007ced85c637da19ef9ecaf437744495c8c2999", size = 4463623, upload-time = "2025-06-10T00:02:52.542Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/84/69707d502d4d905021cac3fb59a316344e9f078b1da7fb43ecde5e10840a/cryptography-45.0.4-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:23b9c3ea30c3ed4db59e7b9619272e94891f8a3a5591d0b656a7582631ccf750", size = 4332447, upload-time = "2025-06-10T00:02:54.63Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/ee/d4f2ab688e057e90ded24384e34838086a9b09963389a5ba6854b5876598/cryptography-45.0.4-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b0a97c927497e3bc36b33987abb99bf17a9a175a19af38a892dc4bbb844d7ee2", size = 4572830, upload-time = "2025-06-10T00:02:56.689Z" },
+    { url = "https://files.pythonhosted.org/packages/70/d4/994773a261d7ff98034f72c0e8251fe2755eac45e2265db4c866c1c6829c/cryptography-45.0.4-cp311-abi3-win32.whl", hash = "sha256:e00a6c10a5c53979d6242f123c0a97cff9f3abed7f064fc412c36dc521b5f257", size = 2932769, upload-time = "2025-06-10T00:02:58.467Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/42/c80bd0b67e9b769b364963b5252b17778a397cefdd36fa9aa4a5f34c599a/cryptography-45.0.4-cp311-abi3-win_amd64.whl", hash = "sha256:817ee05c6c9f7a69a16200f0c90ab26d23a87701e2a284bd15156783e46dbcc8", size = 3410441, upload-time = "2025-06-10T00:03:00.14Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/0b/2488c89f3a30bc821c9d96eeacfcab6ff3accc08a9601ba03339c0fd05e5/cryptography-45.0.4-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:964bcc28d867e0f5491a564b7debb3ffdd8717928d315d12e0d7defa9e43b723", size = 7031836, upload-time = "2025-06-10T00:03:01.726Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/51/8c584ed426093aac257462ae62d26ad61ef1cbf5b58d8b67e6e13c39960e/cryptography-45.0.4-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6a5bf57554e80f75a7db3d4b1dacaa2764611ae166ab42ea9a72bcdb5d577637", size = 4195746, upload-time = "2025-06-10T00:03:03.94Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/7d/4b0ca4d7af95a704eef2f8f80a8199ed236aaf185d55385ae1d1610c03c2/cryptography-45.0.4-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:46cf7088bf91bdc9b26f9c55636492c1cce3e7aaf8041bbf0243f5e5325cfb2d", size = 4424456, upload-time = "2025-06-10T00:03:05.589Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/45/5fabacbc6e76ff056f84d9f60eeac18819badf0cefc1b6612ee03d4ab678/cryptography-45.0.4-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:7bedbe4cc930fa4b100fc845ea1ea5788fcd7ae9562e669989c11618ae8d76ee", size = 4198495, upload-time = "2025-06-10T00:03:09.172Z" },
+    { url = "https://files.pythonhosted.org/packages/55/b7/ffc9945b290eb0a5d4dab9b7636706e3b5b92f14ee5d9d4449409d010d54/cryptography-45.0.4-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:eaa3e28ea2235b33220b949c5a0d6cf79baa80eab2eb5607ca8ab7525331b9ff", size = 3885540, upload-time = "2025-06-10T00:03:10.835Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/e3/57b010282346980475e77d414080acdcb3dab9a0be63071efc2041a2c6bd/cryptography-45.0.4-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:7ef2dde4fa9408475038fc9aadfc1fb2676b174e68356359632e980c661ec8f6", size = 4452052, upload-time = "2025-06-10T00:03:12.448Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e6/ddc4ac2558bf2ef517a358df26f45bc774a99bf4653e7ee34b5e749c03e3/cryptography-45.0.4-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:6a3511ae33f09094185d111160fd192c67aa0a2a8d19b54d36e4c78f651dc5ad", size = 4198024, upload-time = "2025-06-10T00:03:13.976Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/c0/85fa358ddb063ec588aed4a6ea1df57dc3e3bc1712d87c8fa162d02a65fc/cryptography-45.0.4-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:06509dc70dd71fa56eaa138336244e2fbaf2ac164fc9b5e66828fccfd2b680d6", size = 4451442, upload-time = "2025-06-10T00:03:16.248Z" },
+    { url = "https://files.pythonhosted.org/packages/33/67/362d6ec1492596e73da24e669a7fbbaeb1c428d6bf49a29f7a12acffd5dc/cryptography-45.0.4-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:5f31e6b0a5a253f6aa49be67279be4a7e5a4ef259a9f33c69f7d1b1191939872", size = 4325038, upload-time = "2025-06-10T00:03:18.4Z" },
+    { url = "https://files.pythonhosted.org/packages/53/75/82a14bf047a96a1b13ebb47fb9811c4f73096cfa2e2b17c86879687f9027/cryptography-45.0.4-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:944e9ccf67a9594137f942d5b52c8d238b1b4e46c7a0c2891b7ae6e01e7c80a4", size = 4560964, upload-time = "2025-06-10T00:03:20.06Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/37/1a3cba4c5a468ebf9b95523a5ef5651244693dc712001e276682c278fc00/cryptography-45.0.4-cp37-abi3-win32.whl", hash = "sha256:c22fe01e53dc65edd1945a2e6f0015e887f84ced233acecb64b4daadb32f5c97", size = 2924557, upload-time = "2025-06-10T00:03:22.563Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/4b/3256759723b7e66380397d958ca07c59cfc3fb5c794fb5516758afd05d41/cryptography-45.0.4-cp37-abi3-win_amd64.whl", hash = "sha256:627ba1bc94f6adf0b0a2e35d87020285ead22d9f648c7e75bb64f367375f3b22", size = 3395508, upload-time = "2025-06-10T00:03:24.586Z" },
+]
+
 [[package]]
 name = "dataclasses-json"
 version = "0.6.7"
@@ -355,6 +573,41 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
 ]
 
+[[package]]
+name = "dnspython"
+version = "2.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b5/4a/263763cb2ba3816dd94b08ad3a33d5fdae34ecb856678773cc40a3605829/dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1", size = 345197, upload-time = "2024-10-05T20:14:59.362Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/68/1b/e0a87d256e40e8c888847551b20a017a6b98139178505dc7ffb96f04e954/dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86", size = 313632, upload-time = "2024-10-05T20:14:57.687Z" },
+]
+
+[[package]]
+name = "duckduckgo-search"
+version = "6.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "primp" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/31/3f/c36407a7be9cad84c2f15ec38839a9fbc2ad2f8cc051a9ebfd70cddd813a/duckduckgo_search-6.4.2.tar.gz", hash = "sha256:173c6988cbac1f3ccecc2c645e44e69fc49c4e94c06ee7c09e9dd8ad39d63b0c", size = 33341, upload-time = "2024-12-21T06:02:04.417Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d5/2e/c8bfff437be4d53a0156d75334234e59ba2e8d8fd24b618b1cef15e8e2ee/duckduckgo_search-6.4.2-py3-none-any.whl", hash = "sha256:1e9e64a5379a5330bd99885c053185c9e133eb30f397701fdd6e4f448da1843c", size = 27808, upload-time = "2024-12-21T06:02:01.608Z" },
+]
+
+[[package]]
+name = "email-validator"
+version = "2.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "dnspython" },
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/48/ce/13508a1ec3f8bb981ae4ca79ea40384becc868bfae97fd1c942bb3a001b1/email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7", size = 48967, upload-time = "2024-06-20T11:30:30.034Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d7/ee/bf0adb559ad3c786f12bcbc9296b3f5675f529199bef03e2df281fa1fadb/email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631", size = 33521, upload-time = "2024-06-20T11:30:28.248Z" },
+]
+
 [[package]]
 name = "executing"
 version = "2.2.0"
@@ -474,6 +727,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bb/61/78c7b3851add1481b048b5fdc29067397a1784e2910592bc81bb3f608635/fsspec-2025.5.1-py3-none-any.whl", hash = "sha256:24d3a2e663d5fc735ab256263c4075f374a174c3410c0b25e5bd1970bceaa462", size = 199052, upload-time = "2025-05-24T12:03:21.66Z" },
 ]
 
+[[package]]
+name = "googleapis-common-protos"
+version = "1.70.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/39/24/33db22342cf4a2ea27c9955e6713140fedd51e8b141b5ce5260897020f1a/googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257", size = 145903, upload-time = "2025-04-14T10:17:02.924Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/86/f1/62a193f0227cf15a920390abe675f386dec35f7ae3ffe6da582d3ade42c7/googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8", size = 294530, upload-time = "2025-04-14T10:17:01.271Z" },
+]
+
 [[package]]
 name = "gradio"
 version = "5.34.1"
@@ -531,6 +796,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ea/72/1e76abc821f8efaaeb2e3bd727a6c97bf87c6a9a0ffacfed0647e587824a/gradio_client-1.10.3-py3-none-any.whl", hash = "sha256:941e7f8d9a160f88487e9780a3db2736a40ea2b8b69d53ffdb306e47ef658b76", size = 323599, upload-time = "2025-06-10T00:51:45.204Z" },
 ]
 
+[[package]]
+name = "graphql-core"
+version = "3.2.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c4/16/7574029da84834349b60ed71614d66ca3afe46e9bf9c7b9562102acb7d4f/graphql_core-3.2.6.tar.gz", hash = "sha256:c08eec22f9e40f0bd61d805907e3b3b1b9a320bc606e23dc145eebca07c8fbab", size = 505353, upload-time = "2025-01-26T16:36:27.374Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ae/4f/7297663840621022bc73c22d7d9d80dbc78b4db6297f764b545cd5dd462d/graphql_core-3.2.6-py3-none-any.whl", hash = "sha256:78b016718c161a6fb20a7d97bbf107f331cd1afe53e45566c59f776ed7f0b45f", size = 203416, upload-time = "2025-01-26T16:36:24.868Z" },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.2.3"
@@ -585,6 +859,46 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/28/27/3d6dcadc8a3214d8522c1e7f6a19554e33659be44546d44a2f7572ac7d2a/groovy-0.1.2-py3-none-any.whl", hash = "sha256:7f7975bab18c729a257a8b1ae9dcd70b7cafb1720481beae47719af57c35fa64", size = 14090, upload-time = "2025-02-28T20:24:55.152Z" },
 ]
 
+[[package]]
+name = "grpc-interceptor"
+version = "0.15.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "grpcio" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9f/28/57449d5567adf4c1d3e216aaca545913fbc21a915f2da6790d6734aac76e/grpc-interceptor-0.15.4.tar.gz", hash = "sha256:1f45c0bcb58b6f332f37c637632247c9b02bc6af0fdceb7ba7ce8d2ebbfb0926", size = 19322, upload-time = "2023-11-16T02:05:42.459Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/15/ac/8d53f230a7443401ce81791ec50a3b0e54924bf615ad287654fa4a2f5cdc/grpc_interceptor-0.15.4-py3-none-any.whl", hash = "sha256:0035f33228693ed3767ee49d937bac424318db173fef4d2d0170b3215f254d9d", size = 20848, upload-time = "2023-11-16T02:05:40.913Z" },
+]
+
+[[package]]
+name = "grpcio"
+version = "1.73.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/7b/ca3f561aeecf0c846d15e1b38921a60dffffd5d4113931198fbf455334ee/grpcio-1.73.0.tar.gz", hash = "sha256:3af4c30918a7f0d39de500d11255f8d9da4f30e94a2033e70fe2a720e184bd8e", size = 12786424, upload-time = "2025-06-09T10:08:23.365Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9d/4d/e938f3a0e51a47f2ce7e55f12f19f316e7074770d56a7c2765e782ec76bc/grpcio-1.73.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:fb9d7c27089d9ba3746f18d2109eb530ef2a37452d2ff50f5a6696cd39167d3b", size = 5334911, upload-time = "2025-06-09T10:03:33.494Z" },
+    { url = "https://files.pythonhosted.org/packages/13/56/f09c72c43aa8d6f15a71f2c63ebdfac9cf9314363dea2598dc501d8370db/grpcio-1.73.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:128ba2ebdac41e41554d492b82c34586a90ebd0766f8ebd72160c0e3a57b9155", size = 10601460, upload-time = "2025-06-09T10:03:36.613Z" },
+    { url = "https://files.pythonhosted.org/packages/20/e3/85496edc81e41b3c44ebefffc7bce133bb531120066877df0f910eabfa19/grpcio-1.73.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:068ecc415f79408d57a7f146f54cdf9f0acb4b301a52a9e563973dc981e82f3d", size = 5759191, upload-time = "2025-06-09T10:03:39.838Z" },
+    { url = "https://files.pythonhosted.org/packages/88/cc/fef74270a6d29f35ad744bfd8e6c05183f35074ff34c655a2c80f3b422b2/grpcio-1.73.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ddc1cfb2240f84d35d559ade18f69dcd4257dbaa5ba0de1a565d903aaab2968", size = 6409961, upload-time = "2025-06-09T10:03:42.706Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/e6/13cfea15e3b8f79c4ae7b676cb21fab70978b0fde1e1d28bb0e073291290/grpcio-1.73.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e53007f70d9783f53b41b4cf38ed39a8e348011437e4c287eee7dd1d39d54b2f", size = 6003948, upload-time = "2025-06-09T10:03:44.96Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/ed/b1a36dad4cc0dbf1f83f6d7b58825fefd5cc9ff3a5036e46091335649473/grpcio-1.73.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:4dd8d8d092efede7d6f48d695ba2592046acd04ccf421436dd7ed52677a9ad29", size = 6103788, upload-time = "2025-06-09T10:03:48.053Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/c8/d381433d3d46d10f6858126d2d2245ef329e30f3752ce4514c93b95ca6fc/grpcio-1.73.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:70176093d0a95b44d24baa9c034bb67bfe2b6b5f7ebc2836f4093c97010e17fd", size = 6749508, upload-time = "2025-06-09T10:03:51.185Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0a/ff0c31dbd15e63b34320efafac647270aa88c31aa19ff01154a73dc7ce86/grpcio-1.73.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:085ebe876373ca095e24ced95c8f440495ed0b574c491f7f4f714ff794bbcd10", size = 6284342, upload-time = "2025-06-09T10:03:54.467Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/73/f762430c0ba867403b9d6e463afe026bf019bd9206eee753785239719273/grpcio-1.73.0-cp312-cp312-win32.whl", hash = "sha256:cfc556c1d6aef02c727ec7d0016827a73bfe67193e47c546f7cadd3ee6bf1a60", size = 3669319, upload-time = "2025-06-09T10:03:56.751Z" },
+    { url = "https://files.pythonhosted.org/packages/10/8b/3411609376b2830449cf416f457ad9d2aacb7f562e1b90fdd8bdedf26d63/grpcio-1.73.0-cp312-cp312-win_amd64.whl", hash = "sha256:bbf45d59d090bf69f1e4e1594832aaf40aa84b31659af3c5e2c3f6a35202791a", size = 4335596, upload-time = "2025-06-09T10:03:59.866Z" },
+    { url = "https://files.pythonhosted.org/packages/60/da/6f3f7a78e5455c4cbe87c85063cc6da05d65d25264f9d4aed800ece46294/grpcio-1.73.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:da1d677018ef423202aca6d73a8d3b2cb245699eb7f50eb5f74cae15a8e1f724", size = 5335867, upload-time = "2025-06-09T10:04:03.153Z" },
+    { url = "https://files.pythonhosted.org/packages/53/14/7d1f2526b98b9658d7be0bb163fd78d681587de6709d8b0c74b4b481b013/grpcio-1.73.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:36bf93f6a657f37c131d9dd2c391b867abf1426a86727c3575393e9e11dadb0d", size = 10595587, upload-time = "2025-06-09T10:04:05.694Z" },
+    { url = "https://files.pythonhosted.org/packages/02/24/a293c398ae44e741da1ed4b29638edbb002258797b07a783f65506165b4c/grpcio-1.73.0-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:d84000367508ade791d90c2bafbd905574b5ced8056397027a77a215d601ba15", size = 5765793, upload-time = "2025-06-09T10:04:09.235Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/24/d84dbd0b5bf36fb44922798d525a85cefa2ffee7b7110e61406e9750ed15/grpcio-1.73.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c98ba1d928a178ce33f3425ff823318040a2b7ef875d30a0073565e5ceb058d9", size = 6415494, upload-time = "2025-06-09T10:04:12.377Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/85/c80dc65aed8e9dce3d54688864bac45331d9c7600985541f18bd5cb301d4/grpcio-1.73.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a73c72922dfd30b396a5f25bb3a4590195ee45ecde7ee068acb0892d2900cf07", size = 6007279, upload-time = "2025-06-09T10:04:14.878Z" },
+    { url = "https://files.pythonhosted.org/packages/37/fc/207c00a4c6fa303d26e2cbd62fbdb0582facdfd08f55500fd83bf6b0f8db/grpcio-1.73.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:10e8edc035724aba0346a432060fd192b42bd03675d083c01553cab071a28da5", size = 6105505, upload-time = "2025-06-09T10:04:17.39Z" },
+    { url = "https://files.pythonhosted.org/packages/72/35/8fe69af820667b87ebfcb24214e42a1d53da53cb39edd6b4f84f6b36da86/grpcio-1.73.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:f5cdc332b503c33b1643b12ea933582c7b081957c8bc2ea4cc4bc58054a09288", size = 6753792, upload-time = "2025-06-09T10:04:19.989Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/d8/738c77c1e821e350da4a048849f695ff88a02b291f8c69db23908867aea6/grpcio-1.73.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:07ad7c57233c2109e4ac999cb9c2710c3b8e3f491a73b058b0ce431f31ed8145", size = 6287593, upload-time = "2025-06-09T10:04:22.878Z" },
+    { url = "https://files.pythonhosted.org/packages/09/ec/8498eabc018fa39ae8efe5e47e3f4c1bc9ed6281056713871895dc998807/grpcio-1.73.0-cp313-cp313-win32.whl", hash = "sha256:0eb5df4f41ea10bda99a802b2a292d85be28958ede2a50f2beb8c7fc9a738419", size = 3668637, upload-time = "2025-06-09T10:04:25.787Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/35/347db7d2e7674b621afd21b12022e7f48c7b0861b5577134b4e939536141/grpcio-1.73.0-cp313-cp313-win_amd64.whl", hash = "sha256:38cf518cc54cd0c47c9539cefa8888549fcc067db0b0c66a46535ca8032020c4", size = 4335872, upload-time = "2025-06-09T10:04:29.032Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -665,6 +979,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442, upload-time = "2024-09-15T18:07:37.964Z" },
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "zipp" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/66/650a33bd90f786193e4de4b3ad86ea60b53c89b669a5c7be931fac31cdb0/importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000", size = 56641, upload-time = "2025-04-27T15:29:01.736Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/b0/36bd937216ec521246249be3bf9855081de4c5e06a0c9b4219dbeda50373/importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd", size = 27656, upload-time = "2025-04-27T15:29:00.214Z" },
+]
+
 [[package]]
 name = "ipython"
 version = "9.3.0"
@@ -856,6 +1182,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/96/22/fc5ecdc530ce317e6a8eac4a03aa0d37303be50712c2ef2796cad2388f48/llama_index_agent_openai-0.4.11-py3-none-any.whl", hash = "sha256:957bae65a072bde8b6c4c49fbd6e1cb47c182f55fa8fd2d748eb008176c22fe0", size = 14224, upload-time = "2025-06-11T23:21:43.218Z" },
 ]
 
+[[package]]
+name = "llama-index-callbacks-arize-phoenix"
+version = "0.5.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "llama-index-core" },
+    { name = "openinference-instrumentation-llama-index" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/45/c3/f533bd97e466a344800b8ae3c1e336fc90d51f3120b2795a4877f87e41ef/llama_index_callbacks_arize_phoenix-0.5.1.tar.gz", hash = "sha256:531f0ca4640e7cf4ade1b65d72a1d6d3795563879052a4043fd95e7773e5c4f6", size = 2590, upload-time = "2025-04-15T21:26:15.582Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/26/8c/723a09a1d315cfa4c2028613cb1353f3063735bb2ec403ca52885ad7469e/llama_index_callbacks_arize_phoenix-0.5.1-py3-none-any.whl", hash = "sha256:f382da012ee0f180e30eedb009fc76c9b9b5d6c0db657e68b6122b43c1634060", size = 3121, upload-time = "2025-04-15T21:26:14.826Z" },
+]
+
 [[package]]
 name = "llama-index-cli"
 version = "0.4.3"
@@ -1069,6 +1408,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/68/4f/e30d4257fe9e4224f5612b77fe99aaceddae411b2e74ca30534491de3e6f/llama_index_readers_llama_parse-0.4.0-py3-none-any.whl", hash = "sha256:574e48386f28d2c86c3f961ca4a4906910312f3400dd0c53014465bfbc6b32bf", size = 2472, upload-time = "2024-11-18T00:00:07.293Z" },
 ]
 
+[[package]]
+name = "llama-index-tools-duckduckgo"
+version = "0.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "duckduckgo-search" },
+    { name = "llama-index-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fd/14/20eeb8684ebff41e6b32a408d36af32476e63dced621bcfcd56560434648/llama_index_tools_duckduckgo-0.3.0.tar.gz", hash = "sha256:e4996a75c3b1d7d7991e70acef8b0ea390771fd2db3bc47dbd2a23b9f7fa9880", size = 2404, upload-time = "2024-11-18T02:08:38.778Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cb/6c/6bc1ccced740a31b90d111f8a546b08e3b6e0238a57cc830229acf135660/llama_index_tools_duckduckgo-0.3.0-py3-none-any.whl", hash = "sha256:09ca66b7f8288992c022d4f0e719e6b80bcd6374069b03b093ba994c4914915a", size = 2714, upload-time = "2024-11-18T02:08:37.291Z" },
+]
+
+[[package]]
+name = "llama-index-tools-requests"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "llama-index-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/83/b9/9240ddf90cfdb97990e696eedb399983472e567225c75fa51a2e0de1c790/llama_index_tools_requests-0.4.0.tar.gz", hash = "sha256:4025c9feaa372064980217226abf0846ca44e9c74d739811d2b0f7a9fd9f7377", size = 4547, upload-time = "2025-05-11T01:22:30.93Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/14/0d702c32d3692d7ea161b347c158fdcfb8aca20f1c7914aa245732d71024/llama_index_tools_requests-0.4.0-py3-none-any.whl", hash = "sha256:8228a1150810b8c6f07e4a379c38020cd91f1aeb2a028bc8f88c4e44ecac8a61", size = 4134, upload-time = "2025-05-11T01:22:29.786Z" },
+]
+
 [[package]]
 name = "llama-index-utils-workflow"
 version = "0.3.4"
@@ -1107,6 +1471,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/50/24/af0d46874ec18d240fe200ce3902044f6d1d373067433c2b9ade5dc217d4/llama_parse-0.6.34-py3-none-any.whl", hash = "sha256:395174c3c4d22dc372ab310727de2b3fc4e268e36f11fe9959a95bfa9cf63d66", size = 4945, upload-time = "2025-06-16T23:44:47.759Z" },
 ]
 
+[[package]]
+name = "mako"
+version = "1.3.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markupsafe" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9e/38/bd5b78a920a64d708fe6bc8e0a2c075e1389d53bef8413725c63ba041535/mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28", size = 392474, upload-time = "2025-04-10T12:44:31.16Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/87/fb/99f81ac72ae23375f22b7afdb7642aba97c00a713c217124420147681a2f/mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59", size = 78509, upload-time = "2025-04-10T12:50:53.297Z" },
+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -1355,6 +1731,175 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f4/03/ef68d77a38dd383cbed7fc898857d394d5a8b0520a35f054e7fe05dc3ac1/openai-1.88.0-py3-none-any.whl", hash = "sha256:7edd7826b3b83f5846562a6f310f040c79576278bf8e3687b30ba05bb5dff978", size = 734293, upload-time = "2025-06-17T05:04:43.858Z" },
 ]
 
+[[package]]
+name = "openinference-instrumentation"
+version = "0.1.34"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "openinference-semantic-conventions" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-sdk" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2e/18/d074b45b04ba69bd03260d2dc0a034e5d586d8854e957695f40569278136/openinference_instrumentation-0.1.34.tar.gz", hash = "sha256:fa0328e8b92fc3e22e150c46f108794946ce39fe13670aed15f23ba0105f72ab", size = 22373, upload-time = "2025-06-17T16:47:22.641Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c1/ad/1a0a5c0a755918269f71fbca225fd70759dd79dd5bffc4723e44f0d87240/openinference_instrumentation-0.1.34-py3-none-any.whl", hash = "sha256:0fff1cc6d9b86f3450fc1c88347c51c5467855992b75e7addb85bf09fd048d2d", size = 28137, upload-time = "2025-06-17T16:47:21.658Z" },
+]
+
+[[package]]
+name = "openinference-instrumentation-llama-index"
+version = "4.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "openinference-instrumentation" },
+    { name = "openinference-semantic-conventions" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-instrumentation" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "typing-extensions" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d5/10/57179fb827705b957921c9a1060143b89dc26025db7b7918ae53711f6833/openinference_instrumentation_llama_index-4.3.0.tar.gz", hash = "sha256:92107bcd61131fd41abf9407a0f6d25d6be692e04987b54de2aa4ecbd098b86c", size = 59253, upload-time = "2025-05-29T00:53:21.429Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/56/a9/1c4d10ef2a9cf12b0e1446eb21d6ca04c4dfaba417999a895928afcdd5d2/openinference_instrumentation_llama_index-4.3.0-py3-none-any.whl", hash = "sha256:c1559d397f8ed98f420ce0ebe0f5246d33aadd67f144d59c6f66f3258f73e854", size = 28311, upload-time = "2025-05-29T00:53:20.087Z" },
+]
+
+[[package]]
+name = "openinference-semantic-conventions"
+version = "0.1.21"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/75/0f/b794eb009846d4b10af50e205a323ca359f284563ef4d1778f35a80522ac/openinference_semantic_conventions-0.1.21.tar.gz", hash = "sha256:328405b9f79ff72a659c7712b8429c0d7ea68c6a4a1679e3eb44372aa228119b", size = 12534, upload-time = "2025-06-13T05:22:18.982Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6e/4d/092766f8e610f2c513e483c4adc892eea1634945022a73371fe01f621165/openinference_semantic_conventions-0.1.21-py3-none-any.whl", hash = "sha256:acde8282c20da1de900cdc0d6258a793ec3eb8031bfc496bd823dae17d32e326", size = 10167, upload-time = "2025-06-13T05:22:18.118Z" },
+]
+
+[[package]]
+name = "opentelemetry-api"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "importlib-metadata" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4d/5e/94a8cb759e4e409022229418294e098ca7feca00eb3c467bb20cbd329bda/opentelemetry_api-1.34.1.tar.gz", hash = "sha256:64f0bd06d42824843731d05beea88d4d4b6ae59f9fe347ff7dfa2cc14233bbb3", size = 64987, upload-time = "2025-06-10T08:55:19.818Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/3a/2ba85557e8dc024c0842ad22c570418dc02c36cbd1ab4b832a93edf071b8/opentelemetry_api-1.34.1-py3-none-any.whl", hash = "sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c", size = 65767, upload-time = "2025-06-10T08:54:56.717Z" },
+]
+
+[[package]]
+name = "opentelemetry-exporter-otlp"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-exporter-otlp-proto-grpc" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/44/ba/786b4de7e39d88043622d901b92c4485835f43e0be76c2824d2687911bc2/opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988", size = 6173, upload-time = "2025-06-10T08:55:21.595Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/c1/259b8d8391c968e8f005d8a0ccefcb41aeef64cf55905cd0c0db4e22aaee/opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4", size = 7040, upload-time = "2025-06-10T08:54:59.655Z" },
+]
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-proto" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/86/f0/ff235936ee40db93360233b62da932d4fd9e8d103cd090c6bcb9afaf5f01/opentelemetry_exporter_otlp_proto_common-1.34.1.tar.gz", hash = "sha256:b59a20a927facd5eac06edaf87a07e49f9e4a13db487b7d8a52b37cb87710f8b", size = 20817, upload-time = "2025-06-10T08:55:22.55Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/72/e8/8b292a11cc8d8d87ec0c4089ae21b6a58af49ca2e51fa916435bc922fdc7/opentelemetry_exporter_otlp_proto_common-1.34.1-py3-none-any.whl", hash = "sha256:8e2019284bf24d3deebbb6c59c71e6eef3307cd88eff8c633e061abba33f7e87", size = 18834, upload-time = "2025-06-10T08:55:00.806Z" },
+]
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "googleapis-common-protos" },
+    { name = "grpcio" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-common" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/41/f7/bb63837a3edb9ca857aaf5760796874e7cecddc88a2571b0992865a48fb6/opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd", size = 22566, upload-time = "2025-06-10T08:55:23.214Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b4/42/0a4dd47e7ef54edf670c81fc06a83d68ea42727b82126a1df9dd0477695d/opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6", size = 18615, upload-time = "2025-06-10T08:55:02.214Z" },
+]
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "googleapis-common-protos" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-common" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "requests" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/8f/954bc725961cbe425a749d55c0ba1df46832a5999eae764d1a7349ac1c29/opentelemetry_exporter_otlp_proto_http-1.34.1.tar.gz", hash = "sha256:aaac36fdce46a8191e604dcf632e1f9380c7d5b356b27b3e0edb5610d9be28ad", size = 15351, upload-time = "2025-06-10T08:55:24.657Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/79/54/b05251c04e30c1ac70cf4a7c5653c085dfcf2c8b98af71661d6a252adc39/opentelemetry_exporter_otlp_proto_http-1.34.1-py3-none-any.whl", hash = "sha256:5251f00ca85872ce50d871f6d3cc89fe203b94c3c14c964bbdc3883366c705d8", size = 17744, upload-time = "2025-06-10T08:55:03.802Z" },
+]
+
+[[package]]
+name = "opentelemetry-instrumentation"
+version = "0.55b1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "packaging" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/cb/69/d8995f229ddf4d98b9c85dd126aeca03dd1742f6dc5d3bc0d2f6dae1535c/opentelemetry_instrumentation-0.55b1.tar.gz", hash = "sha256:2dc50aa207b9bfa16f70a1a0571e011e737a9917408934675b89ef4d5718c87b", size = 28552, upload-time = "2025-06-10T08:58:15.312Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/60/7d/8ddfda1506c2fcca137924d5688ccabffa1aed9ec0955b7d0772de02cec3/opentelemetry_instrumentation-0.55b1-py3-none-any.whl", hash = "sha256:cbb1496b42bc394e01bc63701b10e69094e8564e281de063e4328d122cc7a97e", size = 31108, upload-time = "2025-06-10T08:57:14.355Z" },
+]
+
+[[package]]
+name = "opentelemetry-proto"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/66/b3/c3158dd012463bb7c0eb7304a85a6f63baeeb5b4c93a53845cf89f848c7e/opentelemetry_proto-1.34.1.tar.gz", hash = "sha256:16286214e405c211fc774187f3e4bbb1351290b8dfb88e8948af209ce85b719e", size = 34344, upload-time = "2025-06-10T08:55:32.25Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/28/ab/4591bfa54e946350ce8b3f28e5c658fe9785e7cd11e9c11b1671a867822b/opentelemetry_proto-1.34.1-py3-none-any.whl", hash = "sha256:eb4bb5ac27f2562df2d6857fc557b3a481b5e298bc04f94cc68041f00cebcbd2", size = 55692, upload-time = "2025-06-10T08:55:14.904Z" },
+]
+
+[[package]]
+name = "opentelemetry-sdk"
+version = "1.34.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6f/41/fe20f9036433da8e0fcef568984da4c1d1c771fa072ecd1a4d98779dccdd/opentelemetry_sdk-1.34.1.tar.gz", hash = "sha256:8091db0d763fcd6098d4781bbc80ff0971f94e260739aa6afe6fd379cdf3aa4d", size = 159441, upload-time = "2025-06-10T08:55:33.028Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/07/1b/def4fe6aa73f483cabf4c748f4c25070d5f7604dcc8b52e962983491b29e/opentelemetry_sdk-1.34.1-py3-none-any.whl", hash = "sha256:308effad4059562f1d92163c61c8141df649da24ce361827812c40abb2a1e96e", size = 118477, upload-time = "2025-06-10T08:55:16.02Z" },
+]
+
+[[package]]
+name = "opentelemetry-semantic-conventions"
+version = "0.55b1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "opentelemetry-api" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5d/f0/f33458486da911f47c4aa6db9bda308bb80f3236c111bf848bd870c16b16/opentelemetry_semantic_conventions-0.55b1.tar.gz", hash = "sha256:ef95b1f009159c28d7a7849f5cbc71c4c34c845bb514d66adfdf1b3fff3598b3", size = 119829, upload-time = "2025-06-10T08:55:33.881Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1a/89/267b0af1b1d0ba828f0e60642b6a5116ac1fd917cde7fc02821627029bd1/opentelemetry_semantic_conventions-0.55b1-py3-none-any.whl", hash = "sha256:5da81dfdf7d52e3d37f8fe88d5e771e191de924cfff5f550ab0b8f7b2409baed", size = 196223, upload-time = "2025-06-10T08:55:17.638Z" },
+]
+
 [[package]]
 name = "orjson"
 version = "3.10.18"
@@ -1507,6 +2052,22 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fe/39/979e8e21520d4e47a0bbe349e2713c0aac6f3d853d0e5b34d76206c439aa/platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4", size = 18567, upload-time = "2025-05-07T22:47:40.376Z" },
 ]
 
+[[package]]
+name = "primp"
+version = "0.15.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/56/0b/a87556189da4de1fc6360ca1aa05e8335509633f836cdd06dd17f0743300/primp-0.15.0.tar.gz", hash = "sha256:1af8ea4b15f57571ff7fc5e282a82c5eb69bc695e19b8ddeeda324397965b30a", size = 113022, upload-time = "2025-04-17T11:41:05.315Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f5/5a/146ac964b99ea7657ad67eb66f770be6577dfe9200cb28f9a95baffd6c3f/primp-0.15.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1b281f4ca41a0c6612d4c6e68b96e28acfe786d226a427cd944baa8d7acd644f", size = 3178914, upload-time = "2025-04-17T11:40:59.558Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/8a/cc2321e32db3ce64d6e32950d5bcbea01861db97bfb20b5394affc45b387/primp-0.15.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:489cbab55cd793ceb8f90bb7423c6ea64ebb53208ffcf7a044138e3c66d77299", size = 2955079, upload-time = "2025-04-17T11:40:57.398Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/7b/cbd5d999a07ff2a21465975d4eb477ae6f69765e8fe8c9087dab250180d8/primp-0.15.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c18b45c23f94016215f62d2334552224236217aaeb716871ce0e4dcfa08eb161", size = 3281018, upload-time = "2025-04-17T11:40:55.308Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/6e/a6221c612e61303aec2bcac3f0a02e8b67aee8c0db7bdc174aeb8010f975/primp-0.15.0-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e985a9cba2e3f96a323722e5440aa9eccaac3178e74b884778e926b5249df080", size = 3255229, upload-time = "2025-04-17T11:40:47.811Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/54/bfeef5aca613dc660a69d0760a26c6b8747d8fdb5a7f20cb2cee53c9862f/primp-0.15.0-cp38-abi3-manylinux_2_34_armv7l.whl", hash = "sha256:6b84a6ffa083e34668ff0037221d399c24d939b5629cd38223af860de9e17a83", size = 3014522, upload-time = "2025-04-17T11:40:50.191Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/96/84078e09f16a1dad208f2fe0f8a81be2cf36e024675b0f9eec0c2f6e2182/primp-0.15.0-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:592f6079646bdf5abbbfc3b0a28dac8de943f8907a250ce09398cda5eaebd260", size = 3418567, upload-time = "2025-04-17T11:41:01.595Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/80/8a7a9587d3eb85be3d0b64319f2f690c90eb7953e3f73a9ddd9e46c8dc42/primp-0.15.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5a728e5a05f37db6189eb413d22c78bd143fa59dd6a8a26dacd43332b3971fe8", size = 3606279, upload-time = "2025-04-17T11:41:03.61Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/dd/f0183ed0145e58cf9d286c1b2c14f63ccee987a4ff79ac85acc31b5d86bd/primp-0.15.0-cp38-abi3-win_amd64.whl", hash = "sha256:aeb6bd20b06dfc92cfe4436939c18de88a58c640752cf7f30d9e4ae893cdec32", size = 3149967, upload-time = "2025-04-17T11:41:07.067Z" },
+]
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.51"
@@ -1576,6 +2137,35 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cc/35/cc0aaecf278bb4575b8555f2b137de5ab821595ddae9da9d3cd1da4072c7/propcache-0.3.2-py3-none-any.whl", hash = "sha256:98f1ec44fb675f5052cccc8e609c46ed23a35a1cfd18545ad4e29002d858a43f", size = 12663, upload-time = "2025-06-09T22:56:04.484Z" },
 ]
 
+[[package]]
+name = "protobuf"
+version = "5.29.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/29/d09e70352e4e88c9c7a198d5645d7277811448d76c23b00345670f7c8a38/protobuf-5.29.5.tar.gz", hash = "sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84", size = 425226, upload-time = "2025-05-28T23:51:59.82Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5f/11/6e40e9fc5bba02988a214c07cf324595789ca7820160bfd1f8be96e48539/protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079", size = 422963, upload-time = "2025-05-28T23:51:41.204Z" },
+    { url = "https://files.pythonhosted.org/packages/81/7f/73cefb093e1a2a7c3ffd839e6f9fcafb7a427d300c7f8aef9c64405d8ac6/protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc", size = 434818, upload-time = "2025-05-28T23:51:44.297Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/73/10e1661c21f139f2c6ad9b23040ff36fee624310dc28fba20d33fdae124c/protobuf-5.29.5-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671", size = 418091, upload-time = "2025-05-28T23:51:45.907Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/04/98f6f8cf5b07ab1294c13f34b4e69b3722bb609c5b701d6c169828f9f8aa/protobuf-5.29.5-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015", size = 319824, upload-time = "2025-05-28T23:51:47.545Z" },
+    { url = "https://files.pythonhosted.org/packages/85/e4/07c80521879c2d15f321465ac24c70efe2381378c00bf5e56a0f4fbac8cd/protobuf-5.29.5-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61", size = 319942, upload-time = "2025-05-28T23:51:49.11Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/cc/7e77861000a0691aeea8f4566e5d3aa716f2b1dece4a24439437e41d3d25/protobuf-5.29.5-py3-none-any.whl", hash = "sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5", size = 172823, upload-time = "2025-05-28T23:51:58.157Z" },
+]
+
+[[package]]
+name = "psutil"
+version = "7.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2a/80/336820c1ad9286a4ded7e845b2eccfcb27851ab8ac6abece774a6ff4d3de/psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456", size = 497003, upload-time = "2025-02-13T21:54:07.946Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ed/e6/2d26234410f8b8abdbf891c9da62bee396583f713fb9f3325a4760875d22/psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25", size = 238051, upload-time = "2025-02-13T21:54:12.36Z" },
+    { url = "https://files.pythonhosted.org/packages/04/8b/30f930733afe425e3cbfc0e1468a30a18942350c1a8816acfade80c005c4/psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da", size = 239535, upload-time = "2025-02-13T21:54:16.07Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/ed/d362e84620dd22876b55389248e522338ed1bf134a5edd3b8231d7207f6d/psutil-7.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fcee592b4c6f146991ca55919ea3d1f8926497a713ed7faaf8225e174581e91", size = 275004, upload-time = "2025-02-13T21:54:18.662Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/b9/b0eb3f3cbcb734d930fdf839431606844a825b23eaf9a6ab371edac8162c/psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34", size = 277986, upload-time = "2025-02-13T21:54:21.811Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/a2/709e0fe2f093556c17fbafda93ac032257242cabcc7ff3369e2cb76a97aa/psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993", size = 279544, upload-time = "2025-02-13T21:54:24.68Z" },
+    { url = "https://files.pythonhosted.org/packages/50/e6/eecf58810b9d12e6427369784efe814a1eec0f492084ce8eb8f4d89d6d61/psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99", size = 241053, upload-time = "2025-02-13T21:54:34.31Z" },
+    { url = "https://files.pythonhosted.org/packages/50/1b/6921afe68c74868b4c9fa424dad3be35b095e16687989ebbb50ce4fceb7c/psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553", size = 244885, upload-time = "2025-02-13T21:54:37.486Z" },
+]
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -1594,6 +2184,50 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842, upload-time = "2024-07-21T12:58:20.04Z" },
 ]
 
+[[package]]
+name = "pyarrow"
+version = "20.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a2/ee/a7810cb9f3d6e9238e61d312076a9859bf3668fd21c69744de9532383912/pyarrow-20.0.0.tar.gz", hash = "sha256:febc4a913592573c8d5805091a6c2b5064c8bd6e002131f01061797d91c783c1", size = 1125187, upload-time = "2025-04-27T12:34:23.264Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a1/d6/0c10e0d54f6c13eb464ee9b67a68b8c71bcf2f67760ef5b6fbcddd2ab05f/pyarrow-20.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:75a51a5b0eef32727a247707d4755322cb970be7e935172b6a3a9f9ae98404ba", size = 30815067, upload-time = "2025-04-27T12:29:44.384Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/e2/04e9874abe4094a06fd8b0cbb0f1312d8dd7d707f144c2ec1e5e8f452ffa/pyarrow-20.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:211d5e84cecc640c7a3ab900f930aaff5cd2702177e0d562d426fb7c4f737781", size = 32297128, upload-time = "2025-04-27T12:29:52.038Z" },
+    { url = "https://files.pythonhosted.org/packages/31/fd/c565e5dcc906a3b471a83273039cb75cb79aad4a2d4a12f76cc5ae90a4b8/pyarrow-20.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ba3cf4182828be7a896cbd232aa8dd6a31bd1f9e32776cc3796c012855e1199", size = 41334890, upload-time = "2025-04-27T12:29:59.452Z" },
+    { url = "https://files.pythonhosted.org/packages/af/a9/3bdd799e2c9b20c1ea6dc6fa8e83f29480a97711cf806e823f808c2316ac/pyarrow-20.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c3a01f313ffe27ac4126f4c2e5ea0f36a5fc6ab51f8726cf41fee4b256680bd", size = 42421775, upload-time = "2025-04-27T12:30:06.875Z" },
+    { url = "https://files.pythonhosted.org/packages/10/f7/da98ccd86354c332f593218101ae56568d5dcedb460e342000bd89c49cc1/pyarrow-20.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:a2791f69ad72addd33510fec7bb14ee06c2a448e06b649e264c094c5b5f7ce28", size = 40687231, upload-time = "2025-04-27T12:30:13.954Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/1b/2168d6050e52ff1e6cefc61d600723870bf569cbf41d13db939c8cf97a16/pyarrow-20.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:4250e28a22302ce8692d3a0e8ec9d9dde54ec00d237cff4dfa9c1fbf79e472a8", size = 42295639, upload-time = "2025-04-27T12:30:21.949Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/66/2d976c0c7158fd25591c8ca55aee026e6d5745a021915a1835578707feb3/pyarrow-20.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:89e030dc58fc760e4010148e6ff164d2f44441490280ef1e97a542375e41058e", size = 42908549, upload-time = "2025-04-27T12:30:29.551Z" },
+    { url = "https://files.pythonhosted.org/packages/31/a9/dfb999c2fc6911201dcbf348247f9cc382a8990f9ab45c12eabfd7243a38/pyarrow-20.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6102b4864d77102dbbb72965618e204e550135a940c2534711d5ffa787df2a5a", size = 44557216, upload-time = "2025-04-27T12:30:36.977Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/8e/9adee63dfa3911be2382fb4d92e4b2e7d82610f9d9f668493bebaa2af50f/pyarrow-20.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:96d6a0a37d9c98be08f5ed6a10831d88d52cac7b13f5287f1e0f625a0de8062b", size = 25660496, upload-time = "2025-04-27T12:30:42.809Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/aa/daa413b81446d20d4dad2944110dcf4cf4f4179ef7f685dd5a6d7570dc8e/pyarrow-20.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:a15532e77b94c61efadde86d10957950392999503b3616b2ffcef7621a002893", size = 30798501, upload-time = "2025-04-27T12:30:48.351Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/75/2303d1caa410925de902d32ac215dc80a7ce7dd8dfe95358c165f2adf107/pyarrow-20.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:dd43f58037443af715f34f1322c782ec463a3c8a94a85fdb2d987ceb5658e061", size = 32277895, upload-time = "2025-04-27T12:30:55.238Z" },
+    { url = "https://files.pythonhosted.org/packages/92/41/fe18c7c0b38b20811b73d1bdd54b1fccba0dab0e51d2048878042d84afa8/pyarrow-20.0.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa0d288143a8585806e3cc7c39566407aab646fb9ece164609dac1cfff45f6ae", size = 41327322, upload-time = "2025-04-27T12:31:05.587Z" },
+    { url = "https://files.pythonhosted.org/packages/da/ab/7dbf3d11db67c72dbf36ae63dcbc9f30b866c153b3a22ef728523943eee6/pyarrow-20.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b6953f0114f8d6f3d905d98e987d0924dabce59c3cda380bdfaa25a6201563b4", size = 42411441, upload-time = "2025-04-27T12:31:15.675Z" },
+    { url = "https://files.pythonhosted.org/packages/90/c3/0c7da7b6dac863af75b64e2f827e4742161128c350bfe7955b426484e226/pyarrow-20.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:991f85b48a8a5e839b2128590ce07611fae48a904cae6cab1f089c5955b57eb5", size = 40677027, upload-time = "2025-04-27T12:31:24.631Z" },
+    { url = "https://files.pythonhosted.org/packages/be/27/43a47fa0ff9053ab5203bb3faeec435d43c0d8bfa40179bfd076cdbd4e1c/pyarrow-20.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:97c8dc984ed09cb07d618d57d8d4b67a5100a30c3818c2fb0b04599f0da2de7b", size = 42281473, upload-time = "2025-04-27T12:31:31.311Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/0b/d56c63b078876da81bbb9ba695a596eabee9b085555ed12bf6eb3b7cab0e/pyarrow-20.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9b71daf534f4745818f96c214dbc1e6124d7daf059167330b610fc69b6f3d3e3", size = 42893897, upload-time = "2025-04-27T12:31:39.406Z" },
+    { url = "https://files.pythonhosted.org/packages/92/ac/7d4bd020ba9145f354012838692d48300c1b8fe5634bfda886abcada67ed/pyarrow-20.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e8b88758f9303fa5a83d6c90e176714b2fd3852e776fc2d7e42a22dd6c2fb368", size = 44543847, upload-time = "2025-04-27T12:31:45.997Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/07/290f4abf9ca702c5df7b47739c1b2c83588641ddfa2cc75e34a301d42e55/pyarrow-20.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:30b3051b7975801c1e1d387e17c588d8ab05ced9b1e14eec57915f79869b5031", size = 25653219, upload-time = "2025-04-27T12:31:54.11Z" },
+    { url = "https://files.pythonhosted.org/packages/95/df/720bb17704b10bd69dde086e1400b8eefb8f58df3f8ac9cff6c425bf57f1/pyarrow-20.0.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:ca151afa4f9b7bc45bcc791eb9a89e90a9eb2772767d0b1e5389609c7d03db63", size = 30853957, upload-time = "2025-04-27T12:31:59.215Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/72/0d5f875efc31baef742ba55a00a25213a19ea64d7176e0fe001c5d8b6e9a/pyarrow-20.0.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:4680f01ecd86e0dd63e39eb5cd59ef9ff24a9d166db328679e36c108dc993d4c", size = 32247972, upload-time = "2025-04-27T12:32:05.369Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/bc/e48b4fa544d2eea72f7844180eb77f83f2030b84c8dad860f199f94307ed/pyarrow-20.0.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7f4c8534e2ff059765647aa69b75d6543f9fef59e2cd4c6d18015192565d2b70", size = 41256434, upload-time = "2025-04-27T12:32:11.814Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/01/974043a29874aa2cf4f87fb07fd108828fc7362300265a2a64a94965e35b/pyarrow-20.0.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e1f8a47f4b4ae4c69c4d702cfbdfe4d41e18e5c7ef6f1bb1c50918c1e81c57b", size = 42353648, upload-time = "2025-04-27T12:32:20.766Z" },
+    { url = "https://files.pythonhosted.org/packages/68/95/cc0d3634cde9ca69b0e51cbe830d8915ea32dda2157560dda27ff3b3337b/pyarrow-20.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:a1f60dc14658efaa927f8214734f6a01a806d7690be4b3232ba526836d216122", size = 40619853, upload-time = "2025-04-27T12:32:28.1Z" },
+    { url = "https://files.pythonhosted.org/packages/29/c2/3ad40e07e96a3e74e7ed7cc8285aadfa84eb848a798c98ec0ad009eb6bcc/pyarrow-20.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:204a846dca751428991346976b914d6d2a82ae5b8316a6ed99789ebf976551e6", size = 42241743, upload-time = "2025-04-27T12:32:35.792Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/cb/65fa110b483339add6a9bc7b6373614166b14e20375d4daa73483755f830/pyarrow-20.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:f3b117b922af5e4c6b9a9115825726cac7d8b1421c37c2b5e24fbacc8930612c", size = 42839441, upload-time = "2025-04-27T12:32:46.64Z" },
+    { url = "https://files.pythonhosted.org/packages/98/7b/f30b1954589243207d7a0fbc9997401044bf9a033eec78f6cb50da3f304a/pyarrow-20.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e724a3fd23ae5b9c010e7be857f4405ed5e679db5c93e66204db1a69f733936a", size = 44503279, upload-time = "2025-04-27T12:32:56.503Z" },
+    { url = "https://files.pythonhosted.org/packages/37/40/ad395740cd641869a13bcf60851296c89624662575621968dcfafabaa7f6/pyarrow-20.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:82f1ee5133bd8f49d31be1299dc07f585136679666b502540db854968576faf9", size = 25944982, upload-time = "2025-04-27T12:33:04.72Z" },
+]
+
+[[package]]
+name = "pycparser"
+version = "2.22"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/1d/b2/31537cf4b1ca988837256c910a668b553fceb8f069bedc4b1c826024b52c/pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6", size = 172736, upload-time = "2024-03-30T13:22:22.564Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/13/a3/a812df4e2dd5696d1f351d58b8fe16a405b234ad2886a0dab9183fb78109/pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc", size = 117552, upload-time = "2024-03-30T13:22:20.476Z" },
+]
+
 [[package]]
 name = "pydantic"
 version = "2.11.7"
@@ -1882,6 +2516,72 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/69/e2/b011c38e5394c4c18fb5500778a55ec43ad6106126e74723ffaee246f56e/safetensors-0.5.3-cp38-abi3-win_amd64.whl", hash = "sha256:836cbbc320b47e80acd40e44c8682db0e8ad7123209f69b093def21ec7cafd11", size = 308878, upload-time = "2025-02-26T09:15:14.99Z" },
 ]
 
+[[package]]
+name = "scikit-learn"
+version = "1.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "joblib" },
+    { name = "numpy" },
+    { name = "scipy" },
+    { name = "threadpoolctl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/df/3b/29fa87e76b1d7b3b77cc1fcbe82e6e6b8cd704410705b008822de530277c/scikit_learn-1.7.0.tar.gz", hash = "sha256:c01e869b15aec88e2cdb73d27f15bdbe03bce8e2fb43afbe77c45d399e73a5a3", size = 7178217, upload-time = "2025-06-05T22:02:46.703Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/70/3a/bffab14e974a665a3ee2d79766e7389572ffcaad941a246931c824afcdb2/scikit_learn-1.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c2c7243d34aaede0efca7a5a96d67fddaebb4ad7e14a70991b9abee9dc5c0379", size = 11646758, upload-time = "2025-06-05T22:02:09.51Z" },
+    { url = "https://files.pythonhosted.org/packages/58/d8/f3249232fa79a70cb40595282813e61453c1e76da3e1a44b77a63dd8d0cb/scikit_learn-1.7.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:9f39f6a811bf3f15177b66c82cbe0d7b1ebad9f190737dcdef77cfca1ea3c19c", size = 10673971, upload-time = "2025-06-05T22:02:12.217Z" },
+    { url = "https://files.pythonhosted.org/packages/67/93/eb14c50533bea2f77758abe7d60a10057e5f2e2cdcf0a75a14c6bc19c734/scikit_learn-1.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63017a5f9a74963d24aac7590287149a8d0f1a0799bbe7173c0d8ba1523293c0", size = 11818428, upload-time = "2025-06-05T22:02:14.947Z" },
+    { url = "https://files.pythonhosted.org/packages/08/17/804cc13b22a8663564bb0b55fb89e661a577e4e88a61a39740d58b909efe/scikit_learn-1.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b2f8a0b1e73e9a08b7cc498bb2aeab36cdc1f571f8ab2b35c6e5d1c7115d97d", size = 12505887, upload-time = "2025-06-05T22:02:17.824Z" },
+    { url = "https://files.pythonhosted.org/packages/68/c7/4e956281a077f4835458c3f9656c666300282d5199039f26d9de1dabd9be/scikit_learn-1.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:34cc8d9d010d29fb2b7cbcd5ccc24ffdd80515f65fe9f1e4894ace36b267ce19", size = 10668129, upload-time = "2025-06-05T22:02:20.536Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/c3/a85dcccdaf1e807e6f067fa95788a6485b0491d9ea44fd4c812050d04f45/scikit_learn-1.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5b7974f1f32bc586c90145df51130e02267e4b7e77cab76165c76cf43faca0d9", size = 11559841, upload-time = "2025-06-05T22:02:23.308Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/57/eea0de1562cc52d3196eae51a68c5736a31949a465f0b6bb3579b2d80282/scikit_learn-1.7.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:014e07a23fe02e65f9392898143c542a50b6001dbe89cb867e19688e468d049b", size = 10616463, upload-time = "2025-06-05T22:02:26.068Z" },
+    { url = "https://files.pythonhosted.org/packages/10/a4/39717ca669296dfc3a62928393168da88ac9d8cbec88b6321ffa62c6776f/scikit_learn-1.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7e7ced20582d3a5516fb6f405fd1d254e1f5ce712bfef2589f51326af6346e8", size = 11766512, upload-time = "2025-06-05T22:02:28.689Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/cd/a19722241d5f7b51e08351e1e82453e0057aeb7621b17805f31fcb57bb6c/scikit_learn-1.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1babf2511e6ffd695da7a983b4e4d6de45dce39577b26b721610711081850906", size = 12461075, upload-time = "2025-06-05T22:02:31.233Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/bc/282514272815c827a9acacbe5b99f4f1a4bc5961053719d319480aee0812/scikit_learn-1.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:5abd2acff939d5bd4701283f009b01496832d50ddafa83c90125a4e41c33e314", size = 10652517, upload-time = "2025-06-05T22:02:34.139Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/78/7357d12b2e4c6674175f9a09a3ba10498cde8340e622715bcc71e532981d/scikit_learn-1.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:e39d95a929b112047c25b775035c8c234c5ca67e681ce60d12413afb501129f7", size = 12111822, upload-time = "2025-06-05T22:02:36.904Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/0c/9c3715393343f04232f9d81fe540eb3831d0b4ec351135a145855295110f/scikit_learn-1.7.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:0521cb460426c56fee7e07f9365b0f45ec8ca7b2d696534ac98bfb85e7ae4775", size = 11325286, upload-time = "2025-06-05T22:02:39.739Z" },
+    { url = "https://files.pythonhosted.org/packages/64/e0/42282ad3dd70b7c1a5f65c412ac3841f6543502a8d6263cae7b466612dc9/scikit_learn-1.7.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:317ca9f83acbde2883bd6bb27116a741bfcb371369706b4f9973cf30e9a03b0d", size = 12380865, upload-time = "2025-06-05T22:02:42.137Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/d0/3ef4ab2c6be4aa910445cd09c5ef0b44512e3de2cfb2112a88bb647d2cf7/scikit_learn-1.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:126c09740a6f016e815ab985b21e3a0656835414521c81fc1a8da78b679bdb75", size = 11549609, upload-time = "2025-06-05T22:02:44.483Z" },
+]
+
+[[package]]
+name = "scipy"
+version = "1.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/81/18/b06a83f0c5ee8cddbde5e3f3d0bb9b702abfa5136ef6d4620ff67df7eee5/scipy-1.16.0.tar.gz", hash = "sha256:b5ef54021e832869c8cfb03bc3bf20366cbcd426e02a58e8a58d7584dfbb8f62", size = 30581216, upload-time = "2025-06-22T16:27:55.782Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/01/c0/c943bc8d2bbd28123ad0f4f1eef62525fa1723e84d136b32965dcb6bad3a/scipy-1.16.0-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:7eb6bd33cef4afb9fa5f1fb25df8feeb1e52d94f21a44f1d17805b41b1da3180", size = 36459071, upload-time = "2025-06-22T16:19:06.605Z" },
+    { url = "https://files.pythonhosted.org/packages/99/0d/270e2e9f1a4db6ffbf84c9a0b648499842046e4e0d9b2275d150711b3aba/scipy-1.16.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:1dbc8fdba23e4d80394ddfab7a56808e3e6489176d559c6c71935b11a2d59db1", size = 28490500, upload-time = "2025-06-22T16:19:11.775Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/22/01d7ddb07cff937d4326198ec8d10831367a708c3da72dfd9b7ceaf13028/scipy-1.16.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:7dcf42c380e1e3737b343dec21095c9a9ad3f9cbe06f9c05830b44b1786c9e90", size = 20762345, upload-time = "2025-06-22T16:19:15.813Z" },
+    { url = "https://files.pythonhosted.org/packages/34/7f/87fd69856569ccdd2a5873fe5d7b5bbf2ad9289d7311d6a3605ebde3a94b/scipy-1.16.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:26ec28675f4a9d41587266084c626b02899db373717d9312fa96ab17ca1ae94d", size = 23418563, upload-time = "2025-06-22T16:19:20.746Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/f1/e4f4324fef7f54160ab749efbab6a4bf43678a9eb2e9817ed71a0a2fd8de/scipy-1.16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:952358b7e58bd3197cfbd2f2f2ba829f258404bdf5db59514b515a8fe7a36c52", size = 33203951, upload-time = "2025-06-22T16:19:25.813Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/f0/b6ac354a956384fd8abee2debbb624648125b298f2c4a7b4f0d6248048a5/scipy-1.16.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:03931b4e870c6fef5b5c0970d52c9f6ddd8c8d3e934a98f09308377eba6f3824", size = 35070225, upload-time = "2025-06-22T16:19:31.416Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/73/5cbe4a3fd4bc3e2d67ffad02c88b83edc88f381b73ab982f48f3df1a7790/scipy-1.16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:512c4f4f85912767c351a0306824ccca6fd91307a9f4318efe8fdbd9d30562ef", size = 35389070, upload-time = "2025-06-22T16:19:37.387Z" },
+    { url = "https://files.pythonhosted.org/packages/86/e8/a60da80ab9ed68b31ea5a9c6dfd3c2f199347429f229bf7f939a90d96383/scipy-1.16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e69f798847e9add03d512eaf5081a9a5c9a98757d12e52e6186ed9681247a1ac", size = 37825287, upload-time = "2025-06-22T16:19:43.375Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/b5/29fece1a74c6a94247f8a6fb93f5b28b533338e9c34fdcc9cfe7a939a767/scipy-1.16.0-cp312-cp312-win_amd64.whl", hash = "sha256:adf9b1999323ba335adc5d1dc7add4781cb5a4b0ef1e98b79768c05c796c4e49", size = 38431929, upload-time = "2025-06-22T16:19:49.385Z" },
+    { url = "https://files.pythonhosted.org/packages/46/95/0746417bc24be0c2a7b7563946d61f670a3b491b76adede420e9d173841f/scipy-1.16.0-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:e9f414cbe9ca289a73e0cc92e33a6a791469b6619c240aa32ee18abdce8ab451", size = 36418162, upload-time = "2025-06-22T16:19:56.3Z" },
+    { url = "https://files.pythonhosted.org/packages/19/5a/914355a74481b8e4bbccf67259bbde171348a3f160b67b4945fbc5f5c1e5/scipy-1.16.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:bbba55fb97ba3cdef9b1ee973f06b09d518c0c7c66a009c729c7d1592be1935e", size = 28465985, upload-time = "2025-06-22T16:20:01.238Z" },
+    { url = "https://files.pythonhosted.org/packages/58/46/63477fc1246063855969cbefdcee8c648ba4b17f67370bd542ba56368d0b/scipy-1.16.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:58e0d4354eacb6004e7aa1cd350e5514bd0270acaa8d5b36c0627bb3bb486974", size = 20737961, upload-time = "2025-06-22T16:20:05.913Z" },
+    { url = "https://files.pythonhosted.org/packages/93/86/0fbb5588b73555e40f9d3d6dde24ee6fac7d8e301a27f6f0cab9d8f66ff2/scipy-1.16.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:75b2094ec975c80efc273567436e16bb794660509c12c6a31eb5c195cbf4b6dc", size = 23377941, upload-time = "2025-06-22T16:20:10.668Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/80/a561f2bf4c2da89fa631b3cbf31d120e21ea95db71fd9ec00cb0247c7a93/scipy-1.16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6b65d232157a380fdd11a560e7e21cde34fdb69d65c09cb87f6cc024ee376351", size = 33196703, upload-time = "2025-06-22T16:20:16.097Z" },
+    { url = "https://files.pythonhosted.org/packages/11/6b/3443abcd0707d52e48eb315e33cc669a95e29fc102229919646f5a501171/scipy-1.16.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1d8747f7736accd39289943f7fe53a8333be7f15a82eea08e4afe47d79568c32", size = 35083410, upload-time = "2025-06-22T16:20:21.734Z" },
+    { url = "https://files.pythonhosted.org/packages/20/ab/eb0fc00e1e48961f1bd69b7ad7e7266896fe5bad4ead91b5fc6b3561bba4/scipy-1.16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eb9f147a1b8529bb7fec2a85cf4cf42bdfadf9e83535c309a11fdae598c88e8b", size = 35387829, upload-time = "2025-06-22T16:20:27.548Z" },
+    { url = "https://files.pythonhosted.org/packages/57/9e/d6fc64e41fad5d481c029ee5a49eefc17f0b8071d636a02ceee44d4a0de2/scipy-1.16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d2b83c37edbfa837a8923d19c749c1935ad3d41cf196006a24ed44dba2ec4358", size = 37841356, upload-time = "2025-06-22T16:20:35.112Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/a7/4c94bbe91f12126b8bf6709b2471900577b7373a4fd1f431f28ba6f81115/scipy-1.16.0-cp313-cp313-win_amd64.whl", hash = "sha256:79a3c13d43c95aa80b87328a46031cf52508cf5f4df2767602c984ed1d3c6bbe", size = 38403710, upload-time = "2025-06-22T16:21:54.473Z" },
+    { url = "https://files.pythonhosted.org/packages/47/20/965da8497f6226e8fa90ad3447b82ed0e28d942532e92dd8b91b43f100d4/scipy-1.16.0-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:f91b87e1689f0370690e8470916fe1b2308e5b2061317ff76977c8f836452a47", size = 36813833, upload-time = "2025-06-22T16:20:43.925Z" },
+    { url = "https://files.pythonhosted.org/packages/28/f4/197580c3dac2d234e948806e164601c2df6f0078ed9f5ad4a62685b7c331/scipy-1.16.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:88a6ca658fb94640079e7a50b2ad3b67e33ef0f40e70bdb7dc22017dae73ac08", size = 28974431, upload-time = "2025-06-22T16:20:51.302Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/fc/e18b8550048d9224426e76906694c60028dbdb65d28b1372b5503914b89d/scipy-1.16.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:ae902626972f1bd7e4e86f58fd72322d7f4ec7b0cfc17b15d4b7006efc385176", size = 21246454, upload-time = "2025-06-22T16:20:57.276Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/48/07b97d167e0d6a324bfd7484cd0c209cc27338b67e5deadae578cf48e809/scipy-1.16.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:8cb824c1fc75ef29893bc32b3ddd7b11cf9ab13c1127fe26413a05953b8c32ed", size = 23772979, upload-time = "2025-06-22T16:21:03.363Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/4f/9efbd3f70baf9582edf271db3002b7882c875ddd37dc97f0f675ad68679f/scipy-1.16.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:de2db7250ff6514366a9709c2cba35cb6d08498e961cba20d7cff98a7ee88938", size = 33341972, upload-time = "2025-06-22T16:21:11.14Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/dc/9e496a3c5dbe24e76ee24525155ab7f659c20180bab058ef2c5fa7d9119c/scipy-1.16.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e85800274edf4db8dd2e4e93034f92d1b05c9421220e7ded9988b16976f849c1", size = 35185476, upload-time = "2025-06-22T16:21:19.156Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/b3/21001cff985a122ba434c33f2c9d7d1dc3b669827e94f4fc4e1fe8b9dfd8/scipy-1.16.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4f720300a3024c237ace1cb11f9a84c38beb19616ba7c4cdcd771047a10a1706", size = 35570990, upload-time = "2025-06-22T16:21:27.797Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/d3/7ba42647d6709251cdf97043d0c107e0317e152fa2f76873b656b509ff55/scipy-1.16.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:aad603e9339ddb676409b104c48a027e9916ce0d2838830691f39552b38a352e", size = 37950262, upload-time = "2025-06-22T16:21:36.976Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/c4/231cac7a8385394ebbbb4f1ca662203e9d8c332825ab4f36ffc3ead09a42/scipy-1.16.0-cp313-cp313t-win_amd64.whl", hash = "sha256:f56296fefca67ba605fd74d12f7bd23636267731a72cb3947963e76b8c0a25db", size = 38515076, upload-time = "2025-06-22T16:21:45.694Z" },
+]
+
 [[package]]
 name = "semantic-version"
 version = "2.10.0"
@@ -1970,6 +2670,26 @@ asyncio = [
     { name = "greenlet" },
 ]
 
+[[package]]
+name = "sqlean-py"
+version = "3.49.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/67/eb/ac95fab0bc4658124b4ec8fbc31fc494165ab4544606ae91b9a489907dad/sqlean_py-3.49.1.tar.gz", hash = "sha256:210d89989226b988d7d6391f837387d3b81e8cd608c997e0bd37826e395970e7", size = 3319012, upload-time = "2025-05-02T11:58:24.307Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/23/0e/95379c801907f8da939be30c61b63ef881eb18cc0a90713cc74002deaf16/sqlean_py-3.49.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:b43397ac27312a20fef8f5db0d011d3676fddea04850d6c35ad1d7644d146f71", size = 1129522, upload-time = "2025-05-02T11:57:53.238Z" },
+    { url = "https://files.pythonhosted.org/packages/65/94/b4c5d0ff47f179a0729dc71832558f63a1605e931f773b6d435a767baca9/sqlean_py-3.49.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:56a3388f4fe08e1332af424eaaf378eb9e258165885a4e284c5238e4837b2232", size = 1053757, upload-time = "2025-05-02T11:57:54.966Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/11/f8a5c0f7fb889cabbd8c7f887f9e261b65bf45fa1d33a245490855bff53e/sqlean_py-3.49.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e9bbc00d57f68dbb3f5dea20380bdad7fa9299b3c2a8d8b3798c2bf315146be9", size = 3003708, upload-time = "2025-05-02T11:57:57.035Z" },
+    { url = "https://files.pythonhosted.org/packages/47/84/065a21e9a578ef13d9749c2bf3c382f7e50a1644af7d7a109924fbc6faee/sqlean_py-3.49.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae92413470409b3b3678c797db82c1d247b6ed2198017b5e893d9fc0606e061f", size = 3008238, upload-time = "2025-05-02T11:57:58.927Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/e5/d980bf0c5e67cfd4486b5e6d8daea6815fdac57b3d0899c23127a30283b5/sqlean_py-3.49.1-cp312-cp312-win_amd64.whl", hash = "sha256:b45ed4adb8442299019988d5e90aa1474f3ef8c71f6e8921a70705b9d971c590", size = 804506, upload-time = "2025-05-02T11:58:00.583Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/d1/8828ec685022e2b86ebd717743359dd5e8eab70a9c1ebff78aa733848216/sqlean_py-3.49.1-cp312-cp312-win_arm64.whl", hash = "sha256:c2537f69879adaed22b16e840d494c440ece5b49d28a5a51094e6c8ca6a2b0a5", size = 739690, upload-time = "2025-05-02T11:58:02.262Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/d3/30a7dc9f6030ea2a1c76fcbb220d1f5d95a16f22f50d4cd80c8778ca5018/sqlean_py-3.49.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:ba8e5fc5b9d6682f3fbb626e1f936a4c4ac7377c3d044beaef695e6306a9a39b", size = 1129238, upload-time = "2025-05-02T11:58:04.085Z" },
+    { url = "https://files.pythonhosted.org/packages/87/73/ccd43c0d6ca4248005687c5c1ce121924e368c0b195b98880810f468312d/sqlean_py-3.49.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3112cce35bb97f17b55419e955dc74c7deebb0b548e54d99b3e32bb3d3c62ce4", size = 1053654, upload-time = "2025-05-02T11:58:06.153Z" },
+    { url = "https://files.pythonhosted.org/packages/82/d5/cfdb8098117fff9f7856d5c86c93d9c7bebdb5801b551cfabf36e117b764/sqlean_py-3.49.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9974027675e1edf8a8c90383f95e4038052e96ef7a9a8fa7f8125ed275cc28ba", size = 3000002, upload-time = "2025-05-02T11:58:07.54Z" },
+    { url = "https://files.pythonhosted.org/packages/96/52/7e713a61ded163a5fece9fb144b60107889e5d813ba9cff278e65673b6f9/sqlean_py-3.49.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:11fe4e2e74c1749bf98e4aae8fb02978e4c03d4a491be18c4e5b244b29408fdf", size = 3004709, upload-time = "2025-05-02T11:58:09.012Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/d6/455e75e1e540b64e230f7282ec55777e030190a486e98a2fce5d6437afa2/sqlean_py-3.49.1-cp313-cp313-win_amd64.whl", hash = "sha256:de820bdb39729044f9ed94f0addfe308b020479334146036a773f470d7594d87", size = 804300, upload-time = "2025-05-02T11:58:10.552Z" },
+    { url = "https://files.pythonhosted.org/packages/99/bf/b63830855455fd22278ddc78cc7c64dffb5e1a69c15245c18275317ae9d5/sqlean_py-3.49.1-cp313-cp313-win_arm64.whl", hash = "sha256:3c1661f2fcf4d10ec3940ef8d2146bb58260b409c9033f7a727a6962e2032b7c", size = 739448, upload-time = "2025-05-02T11:58:12.458Z" },
+]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"
@@ -1996,6 +2716,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8b/0c/9d30a4ebeb6db2b25a841afbb80f6ef9a854fc3b41be131d249a977b4959/starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35", size = 72037, upload-time = "2025-04-13T13:56:16.21Z" },
 ]
 
+[[package]]
+name = "strawberry-graphql"
+version = "0.270.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "graphql-core", marker = "python_full_version < '4.0'" },
+    { name = "packaging" },
+    { name = "python-dateutil" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/67/aa/9d8a53fbf0271e7a5c5155b76d256caf4b94f422676226253648871cc7c1/strawberry_graphql-0.270.1.tar.gz", hash = "sha256:d64524a943851d83252e39b82ef768ee494259edecf9510b37bad9a46b745db8", size = 207190, upload-time = "2025-05-22T12:29:28.617Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/e0/c45d74578e7b8cb7e082697d998cebd8ef97afa3d7aedc22e4acd8ae7163/strawberry_graphql-0.270.1-py3-none-any.whl", hash = "sha256:3593086dc08614ae241cb88f7691e90f90b01cab6ee6351cb3838fc5ba8bfab0", size = 301232, upload-time = "2025-05-22T12:29:25.739Z" },
+]
+
 [[package]]
 name = "striprtf"
 version = "0.0.26"
@@ -2005,6 +2740,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a3/cf/0fea4f4ba3fc2772ac2419278aa9f6964124d4302117d61bc055758e000c/striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb", size = 6914, upload-time = "2023-07-20T14:30:35.338Z" },
 ]
 
+[[package]]
+name = "tavily-python"
+version = "0.7.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "httpx" },
+    { name = "requests" },
+    { name = "tiktoken" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e4/f2/1082b9533ed86a8b931c5bcae9a4a2171451d953b415d99160a269808430/tavily_python-0.7.8.tar.gz", hash = "sha256:720a62abc2e5812cee8ae0b05e3ad23df71042fec392deb7f8673881b4ba3151", size = 18937, upload-time = "2025-06-22T15:25:47.734Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/43/86/6aa435b2f20482b625c815cede67a09415bd8eff437cab7561359e792224/tavily_python-0.7.8-py3-none-any.whl", hash = "sha256:d6beccb7f588875001cf4a3041ac263d188af6fd144bf5c93eaebb1a5bd4eb95", size = 15436, upload-time = "2025-06-22T15:25:42.979Z" },
+]
+
 [[package]]
 name = "tenacity"
 version = "9.1.2"
@@ -2014,6 +2763,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248, upload-time = "2025-04-02T08:25:07.678Z" },
 ]
 
+[[package]]
+name = "threadpoolctl"
+version = "3.6.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b7/4d/08c89e34946fce2aec4fbb45c9016efd5f4d7f24af8e5d93296e935631d8/threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e", size = 21274, upload-time = "2025-03-13T13:49:23.031Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" },
+]
+
 [[package]]
 name = "tiktoken"
 version = "0.9.0"
@@ -2340,3 +3098,12 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/94/c3/b2e9f38bc3e11191981d57ea08cab2166e74ea770024a646617c9cddd9f6/yarl-1.20.1-cp313-cp313t-win_amd64.whl", hash = "sha256:541d050a355bbbc27e55d906bc91cb6fe42f96c01413dd0f4ed5a5240513874f", size = 93003, upload-time = "2025-06-10T00:45:27.752Z" },
     { url = "https://files.pythonhosted.org/packages/b4/2d/2345fce04cfd4bee161bf1e7d9cdc702e3e16109021035dbb24db654a622/yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77", size = 46542, upload-time = "2025-06-10T00:46:07.521Z" },
 ]
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z" },
+]