From c09b0d04e4664d04b6d87ad7b5ddb25a83836691 Mon Sep 17 00:00:00 2001
From: Pavel Tisnovsky <ptisnovs@redhat.com>
Date: Thu, 5 Mar 2026 13:16:53 +0100
Subject: [PATCH 1/3] Test

---
 .tekton/lightspeed-stack-pull-request.yaml |    2 +-
 .tekton/lightspeed-stack-push.yaml         |    2 +-
 requirements.hashes.source.txt             | 1377 ++++++++++++--------
 requirements.hashes.wheel.txt              |  414 +++---
 requirements.overrides.txt                 |    2 +-
 5 files changed, 1022 insertions(+), 775 deletions(-)

diff --git a/.tekton/lightspeed-stack-pull-request.yaml b/.tekton/lightspeed-stack-pull-request.yaml
index f4c6bc3c1..94bb0b5c4 100644
--- a/.tekton/lightspeed-stack-pull-request.yaml
+++ b/.tekton/lightspeed-stack-pull-request.yaml
@@ -54,7 +54,7 @@ spec:
            ],
            "requirements_build_files": ["requirements-build.txt"],
            "binary": {
-             "packages": "accelerate,aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,autoevals,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,durationpy,faiss-cpu,fire,frozenlist,fsspec,googleapis-common-protos,grpcio,h11,hf-xet,httpcore,httpx,httpx-sse,idna,jinja2,jiter,joblib,jsonschema-specifications,lxml,markdown-it-py,mdurl,mpmath,networkx,nltk,numpy,oauthlib,opentelemetry-api,opentelemetry-exporter-otlp,opentelemetry-exporter-otlp-proto-common,opentelemetry-exporter-otlp-proto-grpc,opentelemetry-exporter-otlp-proto-http,opentelemetry-instrumentation,opentelemetry-proto,opentelemetry-sdk,opentelemetry-semantic-conventions,packaging,pandas,pillow,ply,prompt-toolkit,propcache,psycopg2-binary,pyaml,pyarrow,pyasn1,pyasn1-modules,pydantic,pydantic-core,pydantic-settings,pygments,python-dateutil,python-dotenv,pytz,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,threadpoolctl,tiktoken,tokenizers,torch,tornado,transformers,triton,typing-extensions,typing-inspection,tzdata,websocket-client,wrapt,xxhash,yarl,zipp,uv,pip,maturin",
+             "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
              "os": "linux",
              "arch": "x86_64,aarch64",
              "py_version": 312
diff --git a/.tekton/lightspeed-stack-push.yaml b/.tekton/lightspeed-stack-push.yaml
index 520bc7859..3e3d1f341 100644
--- a/.tekton/lightspeed-stack-push.yaml
+++ b/.tekton/lightspeed-stack-push.yaml
@@ -46,7 +46,7 @@ spec:
           ],
           "requirements_build_files": ["requirements-build.txt"],
           "binary": {
-            "packages": "accelerate,aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,autoevals,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,durationpy,faiss-cpu,fire,frozenlist,fsspec,googleapis-common-protos,grpcio,h11,hf-xet,httpcore,httpx,httpx-sse,idna,jinja2,jiter,joblib,jsonschema-specifications,lxml,markdown-it-py,mdurl,mpmath,networkx,nltk,numpy,oauthlib,opentelemetry-api,opentelemetry-exporter-otlp,opentelemetry-exporter-otlp-proto-common,opentelemetry-exporter-otlp-proto-grpc,opentelemetry-exporter-otlp-proto-http,opentelemetry-instrumentation,opentelemetry-proto,opentelemetry-sdk,opentelemetry-semantic-conventions,packaging,pandas,pillow,ply,prompt-toolkit,propcache,psycopg2-binary,pyaml,pyarrow,pyasn1,pyasn1-modules,pydantic,pydantic-core,pydantic-settings,pygments,python-dateutil,python-dotenv,pytz,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,threadpoolctl,tiktoken,tokenizers,torch,tornado,transformers,triton,typing-extensions,typing-inspection,tzdata,websocket-client,wrapt,xxhash,yarl,zipp,uv,pip,maturin",
+            "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
             "os": "linux",
             "arch": "x86_64,aarch64",
             "py_version": 312
diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt
index 2ea7ce506..c07a56541 100644
--- a/requirements.hashes.source.txt
+++ b/requirements.hashes.source.txt
@@ -2,39 +2,76 @@
 #    uv pip compile requirements.source.txt --refresh --generate-hashes --python-version 3.12 --emit-index-url --no-deps --no-annotate
 --index-url https://pypi.org/simple
 
-a2a-sdk==0.3.22 \
-    --hash=sha256:77a5694bfc4f26679c11b70c7f1062522206d430b34bc1215cfbb1eba67b7e7d \
-    --hash=sha256:b98701135bb90b0ff85d35f31533b6b7a299bf810658c1c65f3814a6c15ea385
-authlib==1.6.6 \
-    --hash=sha256:45770e8e056d0f283451d9996fbb59b70d45722b45d854d58f32878d0a40c38e \
-    --hash=sha256:7d9e9bc535c13974313a87f53e8430eb6ea3d1cf6ae4f6efcd793f2e949143fd
-azure-core==1.38.0 \
-    --hash=sha256:8194d2682245a3e4e3151a667c686464c3786fed7918b394d035bdcd61bb5993 \
-    --hash=sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335
-azure-identity==1.25.1 \
-    --hash=sha256:87ca8328883de6036443e1c37b40e8dc8fb74898240f61071e09d2e369361456 \
-    --hash=sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651
-blobfile==3.1.0 \
-    --hash=sha256:2b4c5e766ebb7dfa20e4990cf6ec3d2106bdc91d632fb9377f170a234c5a5c6a \
-    --hash=sha256:d45b6b1fa3b0920732314c23ddbdb4f494ca12f787c2b6eb6bba6faa51382671
-cachetools==7.0.0 \
-    --hash=sha256:a9abf18ff3b86c7d05b27ead412e235e16ae045925e531fae38d5fada5ed5b08 \
-    --hash=sha256:d52fef60e6e964a1969cfb61ccf6242a801b432790fe520d78720d757c81cbd2
-certifi==2026.1.4 \
-    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c \
-    --hash=sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120
-einops==0.8.2 \
-    --hash=sha256:54058201ac7087911181bfec4af6091bb59380360f069276601256a76af08193 \
-    --hash=sha256:609da665570e5e265e27283aab09e7f279ade90c4f01bcfca111f3d3e13f2827
-email-validator==2.3.0 \
-    --hash=sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4 \
-    --hash=sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426
+a2a-sdk==0.3.24 \
+    --hash=sha256:3581e6e8a854cd725808f5732f90b7978e661b6d4e227a4755a8f063a3c1599d \
+    --hash=sha256:7b248767096bb55311f57deebf6b767349388d94c1b376c60cb8f6b715e053f6
+accelerate==1.13.0 \
+    --hash=sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0 \
+    --hash=sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236
+aiosqlite==0.22.0 \
+    --hash=sha256:7e9e52d72b319fcdeac727668975056c49720c995176dc57370935e5ba162bb9 \
+    --hash=sha256:96007fac2ce70eda3ca1bba7a3008c435258a592b8fbf2ee3eeaa36d33971a09
+anyio==4.12.0 \
+    --hash=sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+authlib==1.6.9 \
+    --hash=sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04 \
+    --hash=sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3
+autoevals==0.1.0 \
+    --hash=sha256:573ab490966fd5f2265dc4842d0bfd7b729ee121c86bd72db4440badb7264587 \
+    --hash=sha256:ae884fe6107dbd6e05d840f51c2dba7eccfa01449e5ee5e83b6b4589508b2aca
+azure-core==1.38.2 \
+    --hash=sha256:074806c75cf239ea284a33a66827695ef7aeddac0b4e19dda266a93e4665ead9 \
+    --hash=sha256:67562857cb979217e48dc60980243b61ea115b77326fa93d83b729e7ff0482e7
+azure-identity==1.25.2 \
+    --hash=sha256:030dbaa720266c796221c6cdbd1999b408c079032c919fef725fcc348a540fe9 \
+    --hash=sha256:1b40060553d01a72ba0d708b9a46d0f61f56312e215d8896d836653ffdc6753d
+blobfile==3.2.0 \
+    --hash=sha256:78514a9265b9aa7d4607042dc77c5e6461ab27036450ad8e1f6ef9a7f29bf958 \
+    --hash=sha256:e5e4095477da9f09e2077f41320c006001b2102a61f07d41ceaaecdf5d9741d8
+cachetools==7.0.2 \
+    --hash=sha256:7e7f09a4ca8b791d8bb4864afc71e9c17e607a28e6839ca1a644253c97dbeae0 \
+    --hash=sha256:938dcad184827c5e94928c4fd5526e2b46692b7fb1ae94472da9131d0299343c
+certifi==2026.2.25 \
+    --hash=sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa \
+    --hash=sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7
+chardet==7.0.1 \
+    --hash=sha256:11f51985946b49739968b6dc2fa70e7d8f490bb15574377c5ee114f33d19ef7e \
+    --hash=sha256:1566d0f91990b8f33b53836391d557f779584bd48beabf90efbf7a6efa89179e \
+    --hash=sha256:169951fa88d449e72e0c6194cec1c5e405fd36a6cfbe74c7dab5494cc35f1700 \
+    --hash=sha256:26186f0ea03c4c1f9be20c088b127c71b0e9d487676930fab77625ddec2a4ef2 \
+    --hash=sha256:265cb3b5dafc0411c0949800a0692f07e986fb663b6ae1ecfba32ad193a55a03 \
+    --hash=sha256:302798e1e62008ca34a216dd04ecc5e240993b2090628e2a35d4c0754313ea9a \
+    --hash=sha256:3355a3c8453d673e7c1664fdd24a0c6ef39964c3d41befc4849250f7eb1de3b5 \
+    --hash=sha256:33f4132f9781302beff34713fe6c990badd009aa8ea730611aef0931b27f1541 \
+    --hash=sha256:44011e3b4fd4a8a15bc94736717414b7ec82880066fb22d9f476c68a4ded2647 \
+    --hash=sha256:4af34cf0652a9da44720540c97f11e30781a77900c89547b311984a7272b33f7 \
+    --hash=sha256:5333f9967863ea7d8642df0e00cf4d33e8ed7e99fe7b6464b40ba969a2808544 \
+    --hash=sha256:54e448fab0c11b27bb908ea0218e2094578c583d05faa5f65b91fa6ccfa45570 \
+    --hash=sha256:63bc210ce73f8a1b87430b949f84d086cb326d67eb259305862e7c8861b73374 \
+    --hash=sha256:67fe3f453416ed9343057dcf06583b36aae6d8bdb013370b3ff46bc37b7e30ac \
+    --hash=sha256:69708a504a43464b60ea16d031250b58206969c9bbd6851266e2f39afef53168 \
+    --hash=sha256:6f907962b18df78d5ca87a7484e4034354408d2c97cec6f53634b0ea0424c594 \
+    --hash=sha256:6fce895c12c5495bb598e59ae3cd89306969b4464ec7b6dd609b9c86e3397fe3 \
+    --hash=sha256:8714f0013c208452a98e23595d99cef53c5364565454425f431446eb586e2591 \
+    --hash=sha256:88793aeebb28a5296eea9bdd9b5e74ee4e3582766a6a2cb7f39e4761a96fdd55 \
+    --hash=sha256:8a8d87853c7f191029933307094a8896b087c2c436703281cb289a22aa4ae8bd \
+    --hash=sha256:9e827211249d8e3cacc1adf6950a7a8cf56920e5e303e56dcab827b71c03df33 \
+    --hash=sha256:c12abc65830068ad05bd257fb953aaaf63a551446688e03e145522086be5738c \
+    --hash=sha256:c3f59dc3e148b54813ec5c7b4b2e025d37f5dc221ee28a06d1a62f169cfaedf5 \
+    --hash=sha256:dd6db7505556ae8f9e2a3bf6d689c2b86aa6b459cf39552645d2c4d3fdbf489c \
+    --hash=sha256:e51e1ff2c51b2d622d97c9737bd5ee9d9b9038f05b7dd8f9ea10b9e2d9674c24 \
+    --hash=sha256:f661edbfa77b8683a503043ddc9b9fe9036cf28af13064200e11fa1844ded79c \
+    --hash=sha256:fb14755377d8de845c69378bbaedc0e35109c21a43824450524fd9c3178792d5
+datasets==4.4.1 \
+    --hash=sha256:80322699aa8c0bbbdb7caa87906da689c3c2e29523cff698775c67f28fdab1fc \
+    --hash=sha256:c1163de5211e42546079ab355cc0250c7e6db16eb209ac5ac6252f801f596c44
 emoji==2.15.0 \
     --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
     --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
-fastapi==0.128.1 \
-    --hash=sha256:ce5be4fa26d4ce6f54debcc873d1fb8e0e248f5c48d7502ba6c61457ab2dc766 \
-    --hash=sha256:ee82146bbf91ea5bbf2bb8629e4c6e056c4fbd997ea6068501b11b15260b50fb
+fastapi==0.135.1 \
+    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e \
+    --hash=sha256:d04115b508d936d254cea545b7312ecaa58a7b3a0f84952535b4c9afae7668cd
 fastuuid==0.14.0 \
     --hash=sha256:05a8dde1f395e0c9b4be515b7a521403d1e8349443e7641761af07c7ad1624b1 \
     --hash=sha256:0737606764b29785566f968bd8005eace73d3666bd0862f33a760796e26d1ede \
@@ -114,91 +151,184 @@ fastuuid==0.14.0 \
     --hash=sha256:ec27778c6ca3393ef662e2762dba8af13f4ec1aaa32d08d77f71f2a70ae9feb8 \
     --hash=sha256:f54d5b36c56a2d5e1a31e73b950b28a0d83eb0c37b91d10408875a5a29494bad \
     --hash=sha256:f74631b8322d2780ebcf2d2d75d58045c3e9378625ec51865fe0b5620800c39d
-filelock==3.20.3 \
-    --hash=sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1 \
-    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
-google-api-core==2.29.0 \
-    --hash=sha256:84181be0f8e6b04006df75ddfe728f24489f0af57c96a529ff7cf45bc28797f7 \
-    --hash=sha256:d30bc60980daa36e314b5d5a3e5958b0200cb44ca8fa1be2b614e932b75a3ea9
+filelock==3.25.0 \
+    --hash=sha256:5ccf8069f7948f494968fc0713c10e5c182a9c9d9eef3a636307a20c2490f047 \
+    --hash=sha256:8f00faf3abf9dc730a1ffe9c354ae5c04e079ab7d3a683b7c32da5dd05f26af3
+google-api-core==2.30.0 \
+    --hash=sha256:02edfa9fab31e17fc0befb5f161b3bf93c9096d99aed584625f38065c511ad9b \
+    --hash=sha256:80be49ee937ff9aba0fd79a6eddfde35fe658b9953ab9b79c57dd7061afa8df5
 google-auth==2.48.0 \
     --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f \
     --hash=sha256:4f7e706b0cd3208a3d940a19a822c37a476ddba5450156c3e6624a71f7c841ce
-greenlet==3.3.1 \
-    --hash=sha256:02925a0bfffc41e542c70aa14c7eda3593e4d7e274bfcccca1827e6c0875902e \
-    --hash=sha256:04bee4775f40ecefcdaa9d115ab44736cd4b9c5fba733575bfe9379419582e13 \
-    --hash=sha256:070472cd156f0656f86f92e954591644e158fd65aa415ffbe2d44ca77656a8f5 \
-    --hash=sha256:09f51496a0bfbaa9d74d36a52d2580d1ef5ed4fdfcff0a73730abfbbbe1403dd \
-    --hash=sha256:1108b61b06b5224656121c3c8ee8876161c491cbe74e5c519e0634c837cf93d5 \
-    --hash=sha256:12184c61e5d64268a160226fb4818af4df02cfead8379d7f8b99a56c3a54ff3e \
-    --hash=sha256:14194f5f4305800ff329cbf02c5fcc88f01886cadd29941b807668a45f0d2336 \
-    --hash=sha256:20fedaadd422fa02695f82093f9a98bad3dab5fcda793c658b945fcde2ab27ba \
-    --hash=sha256:27289986f4e5b0edec7b5a91063c109f0276abb09a7e9bdab08437525977c946 \
-    --hash=sha256:2f080e028001c5273e0b42690eaf359aeef9cb1389da0f171ea51a5dc3c7608d \
-    --hash=sha256:301860987846c24cb8964bdec0e31a96ad4a2a801b41b4ef40963c1b44f33451 \
-    --hash=sha256:32e4ca9777c5addcbf42ff3915d99030d8e00173a56f80001fb3875998fe410b \
-    --hash=sha256:33a956fe78bbbda82bfc95e128d61129b32d66bcf0a20a1f0c08aa4839ffa951 \
-    --hash=sha256:34a729e2e4e4ffe9ae2408d5ecaf12f944853f40ad724929b7585bca808a9d6f \
-    --hash=sha256:39eda9ba259cc9801da05351eaa8576e9aa83eb9411e8f0c299e05d712a210f2 \
-    --hash=sha256:3a300354f27dd86bae5fbf7002e6dd2b3255cd372e9242c933faf5e859b703fe \
-    --hash=sha256:3e0f3878ca3a3ff63ab4ea478585942b53df66ddde327b59ecb191b19dbbd62d \
-    --hash=sha256:3e63252943c921b90abb035ebe9de832c436401d9c45f262d80e2d06cc659242 \
-    --hash=sha256:41848f3230b58c08bb43dee542e74a2a2e34d3c59dc3076cec9151aeeedcae98 \
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+    --hash=sha256:ff870aebe9a93a85283837801d35cd5f8814fe2ad01e606861a7fb47c762a2b7
+grpcio-status==1.78.0 \
+    --hash=sha256:a34cfd28101bfea84b5aa0f936b4b423019e9213882907166af6b3bddc59e189 \
+    --hash=sha256:b492b693d4bf27b47a6c32590701724f1d3b9444b36491878fb71f6208857f34
+hf-xet==1.3.2 \
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+huggingface-hub==0.36.2 \
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+    --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270
+jsonpath-ng==1.8.0 \
+    --hash=sha256:54252968134b5e549ea5b872f1df1168bd7defe1a52fed5a358c194e1943ddc3 \
+    --hash=sha256:b8dde192f8af58d646fc031fac9c99fe4d00326afc4148f1f043c601a8cfe138
 langdetect==1.0.9 \
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-litellm==1.81.8 \
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-    --hash=sha256:78cca92f36bc6c267c191d1fe1e2630c812bff6daec32c58cade75748c2692f6
+litellm==1.82.0 \
+    --hash=sha256:5496b5d4532cccdc7a095c21cbac4042f7662021c57bc1d17be4e39838929e80 \
+    --hash=sha256:d388f52447daccbcaafa19a3e68d17b75f1374b5bf2cde680d65e1cd86e50d22
 llama-stack==0.4.3 \
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@@ -298,162 +428,12 @@ markupsafe==3.0.3 \
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-    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
+msal==1.35.1 \
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+    --hash=sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3
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 multiprocess==0.70.18 \
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@@ -474,100 +454,261 @@ multiprocess==0.70.18 \
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+nltk==3.9.3 \
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+    --hash=sha256:cb5945d6424a98d694c2b9a0264519fab4363711065a46aa0ae7a2195b92e71f
+nvidia-cublas-cu12==12.8.4.1 \
+    --hash=sha256:47e9b82132fa8d2b4944e708049229601448aaad7e6f296f630f2d1a32de35af \
+    --hash=sha256:8ac4e771d5a348c551b2a426eda6193c19aa630236b418086020df5ba9667142 \
+    --hash=sha256:b86f6dd8935884615a0683b663891d43781b819ac4f2ba2b0c9604676af346d0
+nvidia-cuda-cupti-cu12==12.8.90 \
+    --hash=sha256:4412396548808ddfed3f17a467b104ba7751e6b58678a4b840675c56d21cf7ed \
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+nvidia-cuda-nvrtc-cu12==12.8.93 \
+    --hash=sha256:7a4b6b2904850fe78e0bd179c4b655c404d4bb799ef03ddc60804247099ae909 \
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+nvidia-cuda-runtime-cu12==12.8.90 \
+    --hash=sha256:52bf7bbee900262ffefe5e9d5a2a69a30d97e2bc5bb6cc866688caa976966e3d \
+    --hash=sha256:adade8dcbd0edf427b7204d480d6066d33902cab2a4707dcfc48a2d0fd44ab90 \
+    --hash=sha256:c0c6027f01505bfed6c3b21ec546f69c687689aad5f1a377554bc6ca4aa993a8
+nvidia-cudnn-cu12==9.10.2.21 \
+    --hash=sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8 \
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+nvidia-cufft-cu12==11.3.3.83 \
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+    --hash=sha256:848ef7224d6305cdb2a4df928759dca7b1201874787083b6e7550dd6765ce69a
+nvidia-cufile-cu12==1.13.1.3 \
+    --hash=sha256:1d069003be650e131b21c932ec3d8969c1715379251f8d23a1860554b1cb24fc \
+    --hash=sha256:4beb6d4cce47c1a0f1013d72e02b0994730359e17801d395bdcbf20cfb3bb00a
+nvidia-curand-cu12==10.3.9.90 \
+    --hash=sha256:b32331d4f4df5d6eefa0554c565b626c7216f87a06a4f56fab27c3b68a830ec9 \
+    --hash=sha256:dfab99248034673b779bc6decafdc3404a8a6f502462201f2f31f11354204acd \
+    --hash=sha256:f149a8ca457277da854f89cf282d6ef43176861926c7ac85b2a0fbd237c587ec
+nvidia-cusolver-cu12==11.7.3.90 \
+    --hash=sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450 \
+    --hash=sha256:4a550db115fcabc4d495eb7d39ac8b58d4ab5d8e63274d3754df1c0ad6a22d34 \
+    --hash=sha256:db9ed69dbef9715071232caa9b69c52ac7de3a95773c2db65bdba85916e4e5c0
+nvidia-cusparse-cu12==12.5.8.93 \
+    --hash=sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b \
+    --hash=sha256:9a33604331cb2cac199f2e7f5104dfbb8a5a898c367a53dfda9ff2acb6b6b4dd \
+    --hash=sha256:9b6c161cb130be1a07a27ea6923df8141f3c295852f4b260c65f18f3e0a091dc
+nvidia-cusparselt-cu12==0.7.1 \
+    --hash=sha256:8878dce784d0fac90131b6817b607e803c36e629ba34dc5b433471382196b6a5 \
+    --hash=sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623 \
+    --hash=sha256:f67fbb5831940ec829c9117b7f33807db9f9678dc2a617fbe781cac17b4e1075
+nvidia-nccl-cu12==2.27.5 \
+    --hash=sha256:31432ad4d1fb1004eb0c56203dc9bc2178a1ba69d1d9e02d64a6938ab5e40e7a \
+    --hash=sha256:ad730cf15cb5d25fe849c6e6ca9eb5b76db16a80f13f425ac68d8e2e55624457
+nvidia-nvjitlink-cu12==12.8.93 \
+    --hash=sha256:81ff63371a7ebd6e6451970684f916be2eab07321b73c9d244dc2b4da7f73b88 \
+    --hash=sha256:adccd7161ace7261e01bb91e44e88da350895c270d23f744f0820c818b7229e7 \
+    --hash=sha256:bd93fbeeee850917903583587f4fc3a4eafa022e34572251368238ab5e6bd67f
+nvidia-nvshmem-cu12==3.3.20 \
+    --hash=sha256:0b0b960da3842212758e4fa4696b94f129090b30e5122fea3c5345916545cff0 \
+    --hash=sha256:d00f26d3f9b2e3c3065be895e3059d6479ea5c638a3f38c9fec49b1b9dd7c1e5
+nvidia-nvtx-cu12==12.8.90 \
+    --hash=sha256:5b17e2001cc0d751a5bc2c6ec6d26ad95913324a4adb86788c944f8ce9ba441f \
+    --hash=sha256:619c8304aedc69f02ea82dd244541a83c3d9d40993381b3b590f1adaed3db41e \
+    --hash=sha256:d7ad891da111ebafbf7e015d34879f7112832fc239ff0d7d776b6cb685274615
+openai==2.24.0 \
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+opentelemetry-api==1.40.0 \
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+    --hash=sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9
+opentelemetry-exporter-otlp==1.40.0 \
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+    --hash=sha256:7caa0870b95e2fcb59d64e16e2b639ecffb07771b6cd0000b5d12e5e4fef765a
+opentelemetry-exporter-otlp-proto-common==1.40.0 \
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+    --hash=sha256:7081ff453835a82417bf38dccf122c827c3cbc94f2079b03bba02a3165f25149
+opentelemetry-exporter-otlp-proto-grpc==1.40.0 \
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+    --hash=sha256:bd4015183e40b635b3dab8da528b27161ba83bf4ef545776b196f0fb4ec47740
+opentelemetry-exporter-otlp-proto-http==1.40.0 \
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+    --hash=sha256:db48f5e0f33217588bbc00274a31517ba830da576e59503507c839b38fa0869c
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+opentelemetry-proto==1.40.0 \
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+    --hash=sha256:c6a814629cc0468f9800b1333414a3be08fda9c5ce6b63e97154a9d21732e590 \
+    --hash=sha256:cae70197d545a09bfab8d7e506eed66ef314fa6c4e7a5e2c402c2febc31db74b \
+    --hash=sha256:cb23352025d8f1eab1f71548a8a1579e554ed7cd82098d6a4f7752c8dc8b28c0 \
+    --hash=sha256:ccf87f6ac8d76aa4c48a4828becc0c19fd1589b14b20affe23e5e012be4fa64f \
+    --hash=sha256:ce264f6a9daa3265299d8ffcb180d8256517a8d9235613a3b267172da0bc1e06 \
+    --hash=sha256:ce2e782f8fae812c7ad960c4fd17a58ada183b89ae220cacfe6b3234179872f4 \
+    --hash=sha256:d74d348387cf340051711c0dd6af993b4c264daa78470098de16f4a2b725785c \
+    --hash=sha256:dc4f17007b07fde292ad33ec43a3ae8febe27a5bd92462b920736fd81d774fce \
+    --hash=sha256:e6182ea6142904ea50cf82e2955d922156b5fcf9a8279925f312961f16710a58 \
+    --hash=sha256:e7b6c8cfa13114bc2b17b51503a4db0cbc358c3c96197d6d7283bd686c0fd8fb \
+    --hash=sha256:e9fd720e67c2385b5a8ee970d01343d6e249dd03b11c2fea0a933a67dbce63f8 \
+    --hash=sha256:ec83e88b28a77d3be353e13840893cc57a7d9272a07c7dac169de3578c0d2025 \
+    --hash=sha256:ef28c4c6cdc71a32f0478772d2f07b2cd412fe7950182033b1c36c8a481b0834 \
+    --hash=sha256:fa49732cdecd985241db9f78d5fdba7170ba6375d2bf9ad040b05127dc96b877
 proto-plus==1.27.1 \
     --hash=sha256:912a7460446625b792f6448bade9e55cd4e41e6ac10e27009ef71a7f317fa147 \
     --hash=sha256:e4643061f3a4d0de092d62aa4ad09fa4756b2cbb89d4627f3985018216f9fefc
@@ -604,9 +745,9 @@ psutil==7.2.2 \
     --hash=sha256:ed0cace939114f62738d808fdcecd4c869222507e266e574799e9c0faa17d486 \
     --hash=sha256:eed63d3b4d62449571547b60578c5b2c4bcccc5387148db46e0c2313dad0ee00 \
     --hash=sha256:fd04ef36b4a6d599bbdb225dd1d3f51e00105f6d48a28f006da7f9822f2606d8
-pycparser==3.0 \
-    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
-    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pyaml==26.2.1 \
+    --hash=sha256:489dd82997235d4cfcf76a6287fce2f075487d77a6567c271e8d790583690c68 \
+    --hash=sha256:6261c2f0a2f33245286c794ad6ec234be33a73d2b05427079fd343e2812a87cf
 pycryptodomex==3.23.0 \
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     --hash=sha256:06698f957fe1ab229a99ba2defeeae1c09af185baa909a31a5d1f9d42b1aaed6 \
@@ -649,211 +790,331 @@ pycryptodomex==3.23.0 \
     --hash=sha256:f489c4765093fb60e2edafdf223397bc716491b2b69fe74367b70d6999257a5c \
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     --hash=sha256:febec69c0291efd056c65691b6d9a339f8b4bc43c6635b8699471248fe897fea
+pydantic-settings==2.13.1 \
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+    --hash=sha256:d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237
 pyjwt==2.11.0 \
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 pythainlp==5.2.0 \
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     --hash=sha256:fd64d6b3d33973782390822e74b8e2c9b867760eeed19d0d218945165b431e35
-python-multipart==0.0.22 \
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-rich==14.3.2 \
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-    --hash=sha256:e712f11c1a562a11843306f5ed999475f09ac31ffb64281f73ab29ffdda8b3b8
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+    --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
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+    --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a
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+    --hash=sha256:fc48c500838be6882b32748f60a15229d2dea96e59ef341eaa96ec83538f498d \
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+    --hash=sha256:fd0ce43e71d825b7c0661f9c54d4d74bd97c56c3fd102a8985bcfea48236bacb \
+    --hash=sha256:fd63453f10d29097cc3dc62d070746523973fb5aa1c66d25f8558bebd47fed61
+rich==14.3.3 \
+    --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d \
+    --hash=sha256:b8daa0b9e4eef54dd8cf7c86c03713f53241884e814f4e2f5fb342fe520f639b
 semver==3.0.4 \
     --hash=sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746 \
     --hash=sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602
-sentence-transformers==5.2.2 \
-    --hash=sha256:280ac54bffb84c110726b4d8848ba7b7c60813b9034547f8aea6e9a345cd1c23 \
-    --hash=sha256:7033ee0a24bc04c664fd490abf2ef194d387b3a58a97adcc528783ff505159fa
-sse-starlette==3.2.0 \
-    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf \
-    --hash=sha256:8127594edfb51abe44eac9c49e59b0b01f1039d0c7461c6fd91d4e03b70da422
-termcolor==3.3.0 \
-    --hash=sha256:348871ca648ec6a9a983a13ab626c0acce02f515b9e1983332b17af7979521c5 \
-    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
-tqdm==4.67.3 \
-    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
-    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
-tree-sitter==0.25.2 \
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-    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
-    --hash=sha256:1799609636c0193e16c38f366bda5af15b1ce476df79ddaae7dd274df9e44266 \
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-    --hash=sha256:bda059af9d621918efb813b22fb06b3fe00c3e94079c6143fcb2c565eb44cb87 \
-    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
-    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
-    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
-    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
-    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
-    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
-    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
-    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
-    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
-    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
-trl==0.27.2 \
-    --hash=sha256:05fbaa257d5d55bc659d8470c4d189eb046c18332d34dbe679e595bd5d6553cc \
-    --hash=sha256:b0a5b3ba4c28cf3736647b77925feccee8c542c509f63f4f5df070f3abe602df
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uvicorn==0.40.0 \
-    --hash=sha256:839676675e87e73694518b5574fd0f24c9d97b46bea16df7b8c05ea1a51071ea \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
-wcwidth==0.5.3 \
-    --hash=sha256:53123b7af053c74e9fe2e92ac810301f6139e64379031f7124574212fb3b4091 \
-    --hash=sha256:d584eff31cd4753e1e5ff6c12e1edfdb324c995713f75d26c29807bb84bf649e
+sentence-transformers==5.2.3 \
+    --hash=sha256:3cd3044e1f3fe859b6a1b66336aac502eaae5d3dd7d5c8fc237f37fbf58137c7 \
+    --hash=sha256:6437c62d4112b615ddebda362dfc16a4308d604c5b68125ed586e3e95d5b2e30
+sse-starlette==3.3.2 \
+    --hash=sha256:5c3ea3dad425c601236726af2f27689b74494643f57017cafcb6f8c9acfbb862 \
+    --hash=sha256:678fca55a1945c734d8472a6cad186a55ab02840b4f6786f5ee8770970579dcd
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
+    --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
+tokenizers==0.22.1 \
+    --hash=sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a \
+    --hash=sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446 \
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+    --hash=sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214
+torch==2.9.0 \
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+    --hash=sha256:609d3614d78d74ebe35f54953c5bbd2ac647a7ddb9c30a5d877580f5e86b22f2 \
+    --hash=sha256:62694e275c93d54f7ccedcfef57d42761b2aad5234b6be1f3e3026cae4001cd4 \
+    --hash=sha256:63e92247f383c85ab00dd0091e8c3fa331a96e865459f5ee80353c70a4a42d70 \
+    --hash=sha256:682bae25f0a0dd23a056739f23a134db9f52a63e2afd6bfb37ddc76292bbd723 \
+    --hash=sha256:6b41389c19b07c760c7e427a3462e8ab83c4bb087d127f0e854c706ce1b9215c \
+    --hash=sha256:6e87a6e8735b44816e7db0b2fbc9686932df473c826b0d9743148432e10bb9b9 \
+    --hash=sha256:6f0fd84de0c957b2d280143522c4f91a73aada1923caee763e24a2b3fda9f8a5 \
+    --hash=sha256:70efd20be968c76ece7baa8dafe04c5be06abc57f754d6f36f3741f7aa7a208e \
+    --hash=sha256:71d006bee8397a4a89f469b8deb22469fe7508132d3c17fa6ed871e79832691c \
+    --hash=sha256:73309162a6a571d4cbd3b6a1dcc703c7311843ae0d1578df6f09be4e98df38d4 \
+    --hash=sha256:75e3026ab649bf48f9a10c0134512638725b521340293f202a69b567518d94e0 \
+    --hash=sha256:76855800ac56f878847a09ce6dba727c93ca2d89c9e9d63002d26b916810b0a2 \
+    --hash=sha256:7c6b9461a2a8b47c65eef63bb1c76a4f1c119618ffa99ea79bc5bb1e46c5821b \
+    --hash=sha256:803a3c3ce4acc62eaf01eaca1208dcf0783025ef27572c3336502b9c232005e7 \
+    --hash=sha256:80e6d33a3d42a7549b409f199857b4fb54e2103fc44fb87605b6663b7a7ff750 \
+    --hash=sha256:8419ebd326430d1cbb7efb5292330a2cf39114e82df5cc3d83c9a0d5ebeaf2f2 \
+    --hash=sha256:85610b4f27f69984932a7abbe52703688de3724d9f72bceb1cca667deff27474 \
+    --hash=sha256:85e9beda1f591bc73e77ea1c51965c68e98dafd0fec72cdd745f77d727466716 \
+    --hash=sha256:877b0738624280e34c55680d6054a307aa94f7d52fa0e3034a9cc6e790871da7 \
+    --hash=sha256:88f9fb0116fbfcefcab70f85cf4b74a2b6ce5d199c41345296f49d974ddb4123 \
+    --hash=sha256:8c4fe09e0780c6c3bf2b7d4af02ee2394439d11a523bbcf095cf4747c2932007 \
+    --hash=sha256:93a784271881035ab4406a172edb0faecb6e7d00f4b53dc2f55919d6c9688595 \
+    --hash=sha256:94f8575fbdf81749008d980c17796097e645574a3b8c28ee313931068dad14fe \
+    --hash=sha256:95451e6ce06c3e104556d73b559f5da6c34a069b6b62946d3ad66afcd51642ea \
+    --hash=sha256:99c8a9ed30f4164bc4c14b37a90208836cbf50d4ce2a57c71d0f52c7fb4f7598 \
+    --hash=sha256:9a18d6f9359e45722c064c97464ec883eb0e0366d33eda61cb19a244bf222679 \
+    --hash=sha256:9cbf44c5cb4a7633d078788e1b56387e3d3cf2b8139a3be38040b22d6c3221c8 \
+    --hash=sha256:9ee33b875f0b390564c1fb7bc528abf18c8ee6073b201c6ae8524aca778e2d83 \
+    --hash=sha256:a0e317df055958a0c1e79e5d2aa5a5eaa4a6d05a20d4b0c9c3f48918139c9fc6 \
+    --hash=sha256:a2df6afe50dea8ae15fa34c9f824a3ee958d785fd5d089063d960bae1daa0a3f \
+    --hash=sha256:a31de1613658308efdb21ada98cbc86a97c181aa050ba22a808120bb5be3ab94 \
+    --hash=sha256:a3d2bff8f37f8d0f96c7ec554d16945050d54462d6e95414babaa18bfafc7f51 \
+    --hash=sha256:a41bcf68efd19073376eb8cf948b8d9be0af26256403e512bb18f3966f1f9120 \
+    --hash=sha256:a82836cab5f197a0514235aaf7ffccdc886ccdaa2324bc0aafdd4ae898103039 \
+    --hash=sha256:a8d00f29b42f534cc8aa3931cfe773b13b23e561e10d2b26f27a8d309b0e82a1 \
+    --hash=sha256:aafe5dcfda86c8af00386d7781d4c2181b5011b7be3f2add5e99899ea925df05 \
+    --hash=sha256:ab5f043cb8a2d71c981c09c510da013bc79fd661f5c60139f00dd3c3cc4f2ffb \
+    --hash=sha256:ac09d42f48f80c9ee1635b2fcaa819496a44502737660d3c0f2ade7526d29144 \
+    --hash=sha256:aecfed0b41aa72b7881712c65cf764e39ce2ec352324f5e0837c7048d9e6daaa \
+    --hash=sha256:b2c6b50c7b0464165472b56b42d4c76a7b864597007d9c085e8b63e185cf4a7a \
+    --hash=sha256:b35d13d549077713e4414f927cdc388d62e543987c572baee613bf82f11a4b99 \
+    --hash=sha256:b39cb32a6582750b6cc77bfb3c49c0f8760dc18dc96ec9fb55fbb0f04e08b928 \
+    --hash=sha256:b5405bb8f0e783a988172993cfc627e4d9d00432d6bbac65a923041edacf997d \
+    --hash=sha256:baaf55442359053c7d62f6f8413a62adba3205119bcb6f49594894d8be47e5e3 \
+    --hash=sha256:bd654fad46d8d9e823afbb4f87c79160b5a374ed1ff5bde24e542e6ba8f41434 \
+    --hash=sha256:be61f6fff406ca40e3b1d84716fde398fc08bc63dd96d15f3a14230a0973ed86 \
+    --hash=sha256:bf49a3ae946a87083ef3a34c8f677ae4243f5b824bfc4c69672e72b3d6719d46 \
+    --hash=sha256:c4a80f77dc1acaaa61f0934176fccca7096d9b1ff08c8ba9cddf5ae034a24319 \
+    --hash=sha256:c75eb09e8d55bceb4367e83496ff8ef2bc7ea6960efb38e978e8073ea59ecb67 \
+    --hash=sha256:c7f8dc16c498ff06497c015642333219871effba93e4a2e8604a06264aca5c5c \
+    --hash=sha256:c8aa34a5c864db1087d911a0b902d60d203ea3607d91f615acd3f3108ac32169 \
+    --hash=sha256:cbb0fef01f0c6b38cb0f39b1f78fc90b807e0e3c86a7ff3ce74ad77ce5c7880c \
+    --hash=sha256:cde9a2ecd91668bcb7f077c4966d8ceddb60af01b52e6e3e2680e4cf00ad1a59 \
+    --hash=sha256:cff6d44cb13d39db2663a22b22305d10855efa0fa8015ddeacc40bc59b9d8107 \
+    --hash=sha256:d1009abedb49ae95b136a8904a3f71b342f849ffeced2d3747bf29caeda218c4 \
+    --hash=sha256:d38c1e8231722c4ce40d7593f28d92b5fc72f3e9774fe73d7e800ec32299f63a \
+    --hash=sha256:d53834e23c015ee83a99377db6e5e37d8484f333edb03bd15b4bc312cc7254fb \
+    --hash=sha256:d7504f2b476d21653e4d143f44a175f7f751cd41233525312696c76aa3dbb23f \
+    --hash=sha256:dbf507e9ef5688bada447a24d68b4b58dd389ba93b7afc065a2ba892bea54769 \
+    --hash=sha256:dc52310451fc7c629e13c4e061cbe2dd01684d91f2f8ee2821b083c58bd72432 \
+    --hash=sha256:dd00607bffbf30250fe108065f07453ec124dbf223420f57f5e749b04295e090 \
+    --hash=sha256:dda608c88cf709b1d406bdfcd84d8d63cff7c9e577a403c6108ce8ce9dcc8764 \
+    --hash=sha256:debe9c4f41c32990771be5c22b56f810659f9ddf3d63f67abfdcaa2c6c9c5c1d \
+    --hash=sha256:e09fd068c2e169a7070d83d3bde728a4d48de0549f975290be3c108c02e499b4 \
+    --hash=sha256:e0fd068364a6759bc794459f0a735ab151d11304346332489c7972bacbe9e72b \
+    --hash=sha256:e4c53f8347cd4200f0d70a48ad059cabaf24f5adc6ba08622a23423bc7efa10d \
+    --hash=sha256:e5723c01a56c5028c807c701aa66722916d2747ad737a046853f6c46f4875543 \
+    --hash=sha256:e7b0460976dc75cb87ad9cc1f9899a4b97751e7d4e77ab840fc9b6d377b8fd24 \
+    --hash=sha256:e9d9a4d06d3481eab79803beb4d9bd6f6a8e781ec078ac70d7ef2dcc29d1bea5 \
+    --hash=sha256:ead11956716a940c1abc816b7df3fa2b84d06eaed8832ca32f5c5e058c65506b \
+    --hash=sha256:ed5f69ce7be7902e5c70ea19eb72d20abf7d725ab5d49777d696e32d4fc1811d \
+    --hash=sha256:f2af5c81a1f124609d5f33507082fc3f739959d4719b56877ab1ee7e7b3d602b \
+    --hash=sha256:f40e782d49630ad384db66d4d8b73ff4f1b8955dc12e26b09a3e3af064b3b9d6 \
+    --hash=sha256:f514f6474e04179d3d33175ed3f3e31434d3130d42ec153540d5b157deefd735 \
+    --hash=sha256:f69f57305656a4852f2a7203efc661d8c042e6cc67f7acd97d8667fb448a426e \
+    --hash=sha256:fb1e8b8d66c278b21d13b0a7ca22c41dd757a7c209c6b12c313e445c31dd3b28 \
+    --hash=sha256:fb4948814a2a98e3912505f09c9e7493b1506226afb1f881825368d6fb776ee3 \
+    --hash=sha256:fda207c815b253e34f7e1909840fd14299567b1c0eb4908f8c2ce01a41265401 \
+    --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \
+    --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d
diff --git a/requirements.hashes.wheel.txt b/requirements.hashes.wheel.txt
index 42dc9d89f..fdba4daf1 100644
--- a/requirements.hashes.wheel.txt
+++ b/requirements.hashes.wheel.txt
@@ -1,291 +1,277 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal
---index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple/
+#    uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal
+--index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/
 
-accelerate==1.12.0 \
-    --hash=sha256:85289227dfc6b606bd3abee7863744b9c43db45cd335b939d77de0496db7fa8f
 aiohappyeyeballs==2.6.1 \
-    --hash=sha256:e63730c7e8303fe9b9b25dfdf72f49ed74380176609a5d11cf7b634058e986d9
+    --hash=sha256:eff0885546faac493fa18997b9e5158ea7a56a36ee3222b744bab31808e3f3f8
 aiohttp==3.13.3 \
-    --hash=sha256:19f57e62cb4ee5baf6463ea09a386f91fd82d18bbb6f01fd69462ebb7493f1c6 \
-    --hash=sha256:3ad7241c57279824a2811527054c8c9ee7ed9d4c6d5fbdaba0e3a8ea95d294a4 \
-    --hash=sha256:94979f5fa2dc9851d95b17e261751c89b015755965c4fc4cfb8f74bc16ab56e9 \
-    --hash=sha256:f5822387dc614d75cd1b5526b4810e6c6657683fc483de0d83f87a9b0bc46ee5
+    --hash=sha256:b170fe2ac5f84453b4b5c18017f6dfb101dc052d7647ed7726cc139b057c12b8 \
+    --hash=sha256:baa9ead7e6a15fb47330101ebe4a4fe997b36ede1fa8a33d438e9dfbd8b2035e \
+    --hash=sha256:bc56021945f304b3cb066e4e1c1f364747bedaf8fef6e139be63f1b192558330 \
+    --hash=sha256:c418ae157c77de1c7314313d767efcdf2243dc0122beddeafd2f3bab73ad0ed8
 aiosignal==1.4.0 \
-    --hash=sha256:3c0c9158993d1dce3bb3dc3f83687bbc7c9bcb2b335b7f31f58ecdbb238ef522
-aiosqlite==0.22.0 \
-    --hash=sha256:00b293e00332f286e6a663a89705373bcfa8acda394ec856f9960f7765cecc9d
+    --hash=sha256:9d5af4742d4552e8a3f2fbd48237e07cab578e7175af2f952c420d2e98b731f0
 annotated-doc==0.0.4 \
-    --hash=sha256:c89c1eecf9bbb3c67a46ecb28b6c513fe9c647abe01f6c3f12b76e6a86e5ce59
+    --hash=sha256:cf904ba25da8611ae3274f2af1d6e82275e452113f7774505e723a21957c10d6
 annotated-types==0.7.0 \
-    --hash=sha256:2733aff720ce5f6d66ae1d604eb26acd62cb4adfebfab06a69323e8555c38c38
-anyio==4.12.0 \
-    --hash=sha256:837096d005e0b83e5218ff6cb0b895d728adc2a3b98079e2dd32c967244bfe90
+    --hash=sha256:fcdc578cef2d4fd8770abc0ceb0241c68c992698aa7a5f945ce67651dd585cfb
 asyncpg==0.31.0 \
-    --hash=sha256:24fc75787a74ed076025b7eaaf29dab8b072d353ab653d670eeb6f122dfd2399 \
-    --hash=sha256:8bbd3aac5003539d4aece38b90c4e736a5725fe6d7b255abdf85a759ee8a264a
+    --hash=sha256:30b9415c515d7aeeb78a2973398c110b021bbc8c4b664a50309c8a7a59f850e6 \
+    --hash=sha256:d5fcd8eb91e0624dbbd391062d529ec24ac41e0665c6aa4df719f6682856b318 \
+    --hash=sha256:fb62c7c0a0ecf71ebb9ba83bd67965dd8c8349c1fdb12225b4f76c11f04dcc46
 attrs==25.4.0 \
-    --hash=sha256:06d555c93c3d6ca4286a4a10a7ab7e6a1a63f658d59496378491861c05db3637
-autoevals==0.0.130 \
-    --hash=sha256:77c3931f17086ca12fe64b5561d417cae4292cd7b60fce368c6b4849b57def4f
+    --hash=sha256:6d626bc22c041e7c3a84117f6d65a2be8eba3b58a83d3d110c58ee71db234b1e
 cffi==2.0.0 \
-    --hash=sha256:83b5372558fe6d1123e42dc556f916a7fe24276c3b20891adb46cb9a983aeea6 \
-    --hash=sha256:ea05eba638d0d142ca2d897d001118dfaf40695ef814f41ec711ee2f76de6b12 \
-    --hash=sha256:f1e4bbd1377cacde74f4079aef4efc4b30881f02c3c529d6d7c50935ea50aed2 \
-    --hash=sha256:ff62ed4a733ce357559d94f332da906f21fcc08568203db9ade517cb8c07de65
+    --hash=sha256:59a31b51151b49adbbcd58c0542ea5b0eddc74fd18e5cb5d4deffc97e4c93388 \
+    --hash=sha256:92f0b76faee1feab91508f8c932b54fd9a9203986b156761a5bf266addd23f25 \
+    --hash=sha256:d6f66e891be32d0acc7933c7ff9f55285da5b73a1364e8d222bf1e9241b06a6a \
+    --hash=sha256:fe96da20ecfe1e84563b411a2996740d2891d126aeef9e19476563c22dca65d8
 charset-normalizer==3.4.4 \
-    --hash=sha256:c48255ca7e1d1c711b26dcc2ef623e9e62cacf08a9808b1dc0b92079c25e3b13
+    --hash=sha256:ccdd9a2c5c46da6335354acd6a04ef80e2eb2804a8ed58f932b7f5ae345c5891
 chevron==0.14.0 \
-    --hash=sha256:73ab566fda5f1dc80868a5e102d2ad3a24fed0695f79f856dbd2409c783946ff
+    --hash=sha256:215f5e3e7ac75d150eadfc0f8c651b3815dc36813e122484b1ed68e142e5adfb
 click==8.3.1 \
-    --hash=sha256:68724ff0beb02b562290714e5b2e9e562d068508d57f1eeb19e80c1cd4f0ab82
+    --hash=sha256:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307
 cryptography==46.0.3 \
-    --hash=sha256:4f58b6fb4fbd9d713f188569ac2fd85c4b4f6b9d88c2503c4b187647b026e6f8 \
-    --hash=sha256:66b679a3a0fd95f424c590332441c103114119183aa10528870e7a01d20cd0f1 \
-    --hash=sha256:842c9e2c3afc5b9b8fc365ce54d133bce2a69fec1c92cd7eb3934107122600c3 \
-    --hash=sha256:b22e694c91c85521b98ba33306fd59b49739449fc5d48dcfc3f618a93e1dedd6
-datasets==4.4.1 \
-    --hash=sha256:3cf48f39e7ca056a807b4c4bcff390ba68860834419262abb34d7ee24d4690a9
+    --hash=sha256:66ce9fc152c36e72fc2ef35a278e9ccc0861afbdf4096f6a0b4221d64ebaead0 \
+    --hash=sha256:77d3ab32961821b5c91e10fc0d943d725d3545fee2a1d4985fb30a26b4ed79cc \
+    --hash=sha256:a2c7213647c9a23b30d21966c721f94d32a6de6728d1e7da88b7ce55cc658b0c \
+    --hash=sha256:b501441a03c71a7b9caaa22f37e3f1ce1b2dfd126c80500cac6ac156c0138de5
 dill==0.4.0 \
-    --hash=sha256:cda3d7c8bc64a12817ca8fb2fc7f2600be297e90b6632635f4244102d2a7b656
+    --hash=sha256:e09f4727f6f6c193a79c01826c5221fc26a16022279e4bf38cc3d35ff4197af4
 distro==1.9.0 \
-    --hash=sha256:df1ea6345a697c07da4b765e6f86d878f225457ee112ae9767f9d9933dcc39bb
+    --hash=sha256:14a63983246dce4a649b0994f909f6e225197c0adb86f68f4be1252309a5c603
 dnspython==2.8.0 \
-    --hash=sha256:74bf30b251bb9b896fcd8e124d8f96dad4d9a5fb90eae14a6d330c0f084bc410
+    --hash=sha256:a7e8d88ef436501e0c667ff4e7251f20297a0c705b83060868bcb259f9f3f41e
+docstring-parser==0.17.0 \
+    --hash=sha256:21e00984db7761fc91c701857ce566595ca7b65285f469c8da888b509a9ac714
 durationpy==0.10 \
-    --hash=sha256:455a503b0c1f1cdd5cfb482462b34208b17d94e0992d5e3e417f4d804cc6273c
+    --hash=sha256:c0a086dd504baa2364a2da2de6d2bd15b2eca7971c66da3c2695006bebfe93dc
+einops==0.8.2 \
+    --hash=sha256:83fed57f4f0858060494b9e7b32f3d08904225b3f1a1a3bc2a47d43bdf72757e
+email-validator==2.3.0 \
+    --hash=sha256:3b8ed50b89b305b8e8f5a99e3f7c80e65da28e9c19dff90f4f6d9e5c72f8c081
 faiss-cpu==1.12.0 \
-    --hash=sha256:45b9c17e4900c677b9af436f78a2c7b3ae1313dbbfef9c5f5344d0a0b1a61396 \
-    --hash=sha256:5e0be39243927706257e57af677aea07e15c80a40634e9909db52457b6d8b652
+    --hash=sha256:004aa246c589767439e210c275e20f64a5d3e0ee844df7d1ada4612b4c27e348 \
+    --hash=sha256:06d06d210105c6769ca1c93c5111ce0a1a7ed2f239b2f666ccb2af7c90f42383 \
+    --hash=sha256:4aadb7cfceacda36ff1738fe64af1c16e77f739105bb26246c683572c28db123 \
+    --hash=sha256:8a2cc05c9459d0e22d05d1996f2e3a8b25b50cfc0ea9530a5422873048196a83 \
+    --hash=sha256:b769fa38427cea3ee56e74af41e04578e5a3bee1389dde6e62116b2a2ac90dda \
+    --hash=sha256:d164c65eb35d98f5ea8422b88c9b2645bdc091d3ab9829808699f81fdf7e6c1d
 fire==0.7.1 \
-    --hash=sha256:bdd219aadec3008f29776c80f7763812e5a79053912b9eae652990853143c11b
+    --hash=sha256:833e042e12ce8f590b8a557f90fad4977d355534bc034b30185458ffe6acb638
 frozenlist==1.8.0 \
-    --hash=sha256:1a2bbca4a1d1f0b362b7cd0e0bb884e1f70987c78ad86d9d12cf6b73e7166842 \
-    --hash=sha256:4375de3d5f92c98585634f4e2b6b82404b0ae4d53c53ef388f3d8b98e9c49ebf \
-    --hash=sha256:5a736ad41b21d07003d356b1d3064853afa11a0dee72f1878a5db63db3409888 \
-    --hash=sha256:7fcb24d46b7b8c861a41a9a8b9cfe1f1059ad1a5451a93da42ecdd70182caa4c
+    --hash=sha256:41a5c624d79ec4157746ada9e19a1da4c3d1b3f5fde9e3f8ac85f7eed9126af9 \
+    --hash=sha256:89573b85be77e89a114dc8d1983456091f6c01ff482d31aec2585df0c00de2c5 \
+    --hash=sha256:b4fdb636be50043b56a9589b8690a104d7d9ddc72d79058171735fe15eadcc39 \
+    --hash=sha256:d7bcd7c1b48b3851acba9e7a11f951c117a654e60004adcbe98425b3f4114057
 fsspec==2025.10.0 \
-    --hash=sha256:f4295eca3b7a757fb18c27564c71d2d05ba20c239d1298711177ee628cb7533f
+    --hash=sha256:0b0286f736ac841b0e518cfbd9ec04da01d82726e8ffb5d1a7ae185e041146b2
+google-cloud-core==2.5.0 \
+    --hash=sha256:6fbf78b1f08be891d896310309e576f66565a19a79334575db9cececde4fe948
+google-cloud-resource-manager==1.16.0 \
+    --hash=sha256:0258bea03e95912ad68a24dae00ff3a288cc1b73aa49f9a135bfd39118811c58
+google-crc32c==1.8.0 \
+    --hash=sha256:aa358fd96bbc33eddfccd794e8bf77b7cd1b02b5b857518139dcc0b328392cf6
+google-resumable-media==2.8.0 \
+    --hash=sha256:bdf13a0ceec8ba97622165ceeb789e6f0fb7c1614665be246b819811ca661f9c
 googleapis-common-protos==1.72.0 \
-    --hash=sha256:f09fc4740f11f52361600c7f3c7a116f8cb534bc67313b94e5a73333d2c5b3d4
-grpcio==1.76.0 \
-    --hash=sha256:198da80912c8c333e0253d683e86cd9b537742332eb66c159994367bc9b6f70a \
-    --hash=sha256:7c61d16a9041c9a9874dcdef7041808a9b03faf24a9af4474bb23d92ccc7049d \
-    --hash=sha256:8a546551d3e603396b5a5dd4ce081456d7fee59585127ff2d8c198eef936e563 \
-    --hash=sha256:cc28e6a51a57131f0849b2bc7cedfbb3b22c6002304ce8e78db4c98e8d6ae2ed
+    --hash=sha256:b530c484aa7341cab24eda0b801abc608c85da52ff9002d8a485e2f9d9d302c5
+grpc-google-iam-v1==0.14.3 \
+    --hash=sha256:b29d3adb3873130b93f289e44449166586cd684bfdaccc8a4c4d35dc0e3ce9df
 h11==0.16.0 \
-    --hash=sha256:2d9f5c55b31f88fb9b55b2c5750d325e5e5dbcb2672d08eb1f0121bba9ee72df
-hf-xet==1.2.0 \
-    --hash=sha256:603b60b661e86054ffd79deab698fc65126d213f8b5f961ce11c8f8700e6a80f \
-    --hash=sha256:bf36839a9d81c1f0ca08ef2ba64532e2599af4da325b613714789d9d56c698b1
+    --hash=sha256:a485f5bfa77401603f78cff4db5bb4dbaadb947a3da8eae068cd05b6bb4aab66
 httpcore==1.0.9 \
-    --hash=sha256:5dcd3467785a24052da9c11f089ec6adaa561e796910af83dfc065e4d72dc79f
+    --hash=sha256:5af3f1b09e795d5548d5030be3d4191e65113cfdac21968c82bf0cddf15ec313
 httpx==0.28.1 \
-    --hash=sha256:bd045b6f2958f98a2dd325ceb407d65980e0cb8fafc5d4f5cec20d7bda6374c1
+    --hash=sha256:c75bc8d287ff8e92be7e4359732032ba1b93fa3f920ee1cb179ba09bb613dc7a
 httpx-sse==0.4.3 \
-    --hash=sha256:b8c7f0641e92eb1b6119c02803a7f541765a9967778bb31f0bec06654bbb618b
+    --hash=sha256:74d0e4713b33a61ca0083d00841f00f12d6b3dd311edb62ccc85809b607b9fb5
 idna==3.11 \
-    --hash=sha256:4c792a69b0c96274db373531875f687f61350e5cc4e0d8596da56db7c7f5dd4c
+    --hash=sha256:e1049ef074501ba8c5d802d712b257889257f6d2f460f959f26c4b2d4375923c
+importlib-metadata==8.7.1 \
+    --hash=sha256:a3f29411f5f628be21c445082ff4f844a26ff1a0893d6fabaa55509c63ddbfaf
 jinja2==3.1.6 \
-    --hash=sha256:2ecc5e3b2c0ce9166c55a01d1df2fe52e3f74418e6193ca6bf08c6b08e2b47ac
+    --hash=sha256:961c7281585491fb02ca0027b29e9ffc7a1bd7b52a5e03095f3a4e3afc42336e
 jiter==0.12.0 \
-    --hash=sha256:738454ebd454c8dc106164f66e9b10d720d38962ceeca71d148ad07da5139bcd \
-    --hash=sha256:a09caf868f430fed2fa6ef9340aa93bb3400c0ac5ea36b87eb45dfbf31ac384e
+    --hash=sha256:3ad7e5a7502b62d032b17c4b1bd71ad3049c810358913642abbf5254f3e5c455 \
+    --hash=sha256:64f8bd9b9ced14c62d13e64d198e70f55712a775ac7d112849b4b16b3a884489 \
+    --hash=sha256:9c42d9b61ab5d2c9203637a243b4187cc28b0101b28461d35006353d621da292
 joblib==1.5.3 \
-    --hash=sha256:3d92208ddfd97c6041ea1a71e89a7d24d145e3dfc48076397a50776df9b3f0e4
+    --hash=sha256:40d87a5e80b69104a3b8f1d761fdbc077fc7b97a23b08b9fdaddb7a3821b06d1
+jsonschema==4.26.0 \
+    --hash=sha256:2601ba467f84ff6ee9c057cbe6a9d7aebefa76cfa747327b37f81d4581f6748f
 jsonschema-specifications==2025.9.1 \
-    --hash=sha256:6dd96a9b7b6fc38afd50e0bd85f741036d63e69497df508d22295653c61b8320
+    --hash=sha256:065ec57323001f79634013c12250a476952e6ce834a17cfd5227343cec3c4aee
+kubernetes==35.0.0 \
+    --hash=sha256:2b6649b48b000f7b5b14eb2e6939f0709dddc0a7e4475ed98d4264e191c9f09f
 lxml==6.0.2 \
-    --hash=sha256:24b30860c922d98d63395514957a9a13a171c59aed72a4de97190e39eb1e7d6e \
-    --hash=sha256:4c6c1194bbdaba3a57b0cc34f0e665d5be4d2ebe9e263ec64c0034b746b9f112 \
-    --hash=sha256:5e8b6f0c4a8b09347d43f17f3cd9ee626fa345850f732be1811368fe5b4f6ae4 \
-    --hash=sha256:6965df12e52a5d9e6917ca097607cd00309cb583cb91531ea12bb3142f602ea1
+    --hash=sha256:74e99f281150ad91087de3937768f2290a15ae00623d46c16512aa89e826f7ab \
+    --hash=sha256:806632cf9f93af4d98229bfd94b4436dba3fba52167cb67b9125d7f7de00fad5 \
+    --hash=sha256:90f2c723c7c3c2a2fcc5591ccc6abf3fdf35eda5f3ef84a0ff6f4380dd2e7a9d \
+    --hash=sha256:b6836b56be051ebaf5adb68ca280460ecb68cb89ae0bb5d11737ee49b912ac3e
 markdown-it-py==4.0.0 \
-    --hash=sha256:1c78b482208eb7102a7c845c5a3bdabe34b40ac8a8730f7e290541e35b4dfe3e
+    --hash=sha256:4ca21586bdc83c96a1318ffc854698e1fdcad60a3e8051d249f10ef210c945c0
+mcp==1.26.0 \
+    --hash=sha256:dd60b234158bad67f0743f9928ecbcbc8a67829301a2e793d8a3307ea0d89557
 mdurl==0.1.2 \
-    --hash=sha256:60eff0e2c89631c4155af89af07f0d1b7256b9553aaa690afce362e6f29d48fd
+    --hash=sha256:fec2de44574adf66cd0d5ec329822fbf05ae011b6ba618c96b178d0eaaf7e249
 mpmath==1.3.0 \
-    --hash=sha256:63179b03dd0b1a00b397cb6c7dbe1a2744e79fe402e9a24804094024d374b6f7
+    --hash=sha256:58244de27af87d8fccdb6bc9a17808d4a3f00f5e97152b090272f241f22b1d00
+multidict==6.7.1 \
+    --hash=sha256:0f590b4e611242eb68916690dd2d0855b05b788bbaeb6e684c88928f3dfcf9a3 \
+    --hash=sha256:4edbf9266edceef23b80ab69bfe575349d6a11a396c36bb47f50f5d75cf4b725
 networkx==3.6.1 \
-    --hash=sha256:20088772c8c92d9d003a3da51821f4c28ba9f24ef05c3a5832dd21ccb88e50dc
-nltk==3.9.2 \
-    --hash=sha256:596027a9ffc9b30e4d84933760280d0356c79acf109fa70f6b9798f44afd71c4
+    --hash=sha256:c37e077bdb955f915337b0cbbe4f70303aca085abe728dbae9f400c5d7b3ae91
 numpy==2.3.5 \
-    --hash=sha256:0e5ef872d5d0b9edaedac7dbf6071dbb70d9a6df925bd452fdd36aa53dcb4b92 \
-    --hash=sha256:3c6b53ae7d211d8cdd1ca8eabd4204de0ab7f7562b46333f4c53ec06bc920eed \
-    --hash=sha256:6c470e5b7ea9fae405ded019de2822a3d9a999428a3e623f5315910037834c32 \
-    --hash=sha256:91cc87a649e862c2c9594176043caa5cc055ad7d5f2b50122e18ca089e78efef
+    --hash=sha256:3c09803370223ede9f913428680f123a59bfe95bff6bca3625a42c46983cff1f \
+    --hash=sha256:496287a2a8698bfb84129d2da985ae9d801ea986a3ab24ce36261dd9641db032 \
+    --hash=sha256:9f44732d61a230ec7f3efb9363e6448325c97c2441ff761e74b7315c72ec3859 \
+    --hash=sha256:e3ea2175951df3c16ead190bb3b719af8fcf25c19a5ccb15ac3a0c1a18705bdd
 oauthlib==3.3.1 \
-    --hash=sha256:707ddfc104d8d7634559bbb5f7bb3ac3643107757dff0485f426bef0161eb462
-opentelemetry-api==1.39.1 \
-    --hash=sha256:544ef725a4576b90b09c2c5e1fbcb25ab2b19a8349570619b3c61b76fcffd31a
-opentelemetry-exporter-otlp==1.39.1 \
-    --hash=sha256:abea77e8d53a7ea97375c7e8bc924a348eebe4d54bc3ffb7558bae5d32910c02
-opentelemetry-exporter-otlp-proto-common==1.39.1 \
-    --hash=sha256:98065ef97177381534e1508e1c0082ef9a4f9a720792b011b7ecd48f6f6c5048
-opentelemetry-exporter-otlp-proto-grpc==1.39.1 \
-    --hash=sha256:669b4533c596b3744e972dec32628b40273154f19d62d0aaa95ed2d54eafe08c
-opentelemetry-exporter-otlp-proto-http==1.39.1 \
-    --hash=sha256:ff871fa54fa8da82b2c7cbedea6c3ded51de9d68e31821c7ed74cc54744ccecc
-opentelemetry-instrumentation==0.60b1 \
-    --hash=sha256:7bbe5220db0fb4804a96d1fd4060efdc8ed1aad98f3b72b5138372fe17754d52
-opentelemetry-proto==1.39.1 \
-    --hash=sha256:68842538c76f969a342ce0fbaa72fec4734b15f99883217cf544c02193545c2e
-opentelemetry-sdk==1.39.1 \
-    --hash=sha256:a9cf26e5e811613e41469a604823ee111f9d418e113acf2fa05cfe32ba6b7a6e
-opentelemetry-semantic-conventions==0.60b1 \
-    --hash=sha256:5b3e2f5ff484d99efc765868f52ea65554cc210cd1299e8a7a3757c28dd66f84
+    --hash=sha256:df9219023be7c78d77401950592822d1bbc318225d3cd71d02271c549ef1f980
 packaging==26.0 \
-    --hash=sha256:c59612b6fdf548dccdbe3908134c3066175cc610813e90fbcc0d3c32f2ee9688
+    --hash=sha256:4e4d463e366772479222863a8ff3bb307310faee4da6256c6c39641c207b1a44
 pandas==2.3.3 \
-    --hash=sha256:3e00dac035dcb70128b717bb0851d308f2300759f30e3a4cf39cbae808075361 \
-    --hash=sha256:405c71cecaf490b984a787159e6259d6eca76cbcd2d4d3dd052fc9e6303f0755 \
-    --hash=sha256:5e18157c9b87de43e07778f75a54edacdf5ae715e3da8c18e412564d92e33cf3 \
-    --hash=sha256:a68eac2fc6842aabd148ca7a41e7765733dc5e6c173950c091697ff36b3e9a55
-pillow==12.0.0 \
-    --hash=sha256:38d3be59359bcca89724af902fbda7f952f97a4210f95e9057172ec74c6e6ab4 \
-    --hash=sha256:952971a8210c5ddb1c36406eed4b9780e1b759209808de6f06aebb77bbcb2a90 \
-    --hash=sha256:a527c07a0d0f458f18c96a3537a0376bcc9edecbcf0e3b66920ab79d82f38976 \
-    --hash=sha256:bebdb5e7e80bb56b9e6eb5658a55a17e2062d9d108e390d9f4e64a521ae98253
-ply==3.11 \
-    --hash=sha256:77d772accd72b1a7ab75ad3c3b09d56cb133aaf43a717900d9249a2548c22824
+    --hash=sha256:308c8ca6262e058136d91a7d4d2bd84dd02e65caf60340fefd20bcf26b97e819 \
+    --hash=sha256:6ba245cff03afa84a0bc5e715a11caafab1dc51ca8fe4d827017706c4b62f238 \
+    --hash=sha256:cd3d338d360612bed009570e303a59759fb450d163a9d1584c508fa9c22f568a \
+    --hash=sha256:e3a18fae723b808514670a4a0172f9939cdbb095abd5eef1f34cf5ae1b99f424
+peft==0.18.1 \
+    --hash=sha256:026817e68c93fcc0569360afa0ee4fb74b06b0a4268240f922bc2bc0a691bcc1
+prometheus-client==0.24.1 \
+    --hash=sha256:fe601e041eac55bad8f46da2f3c54f2ab6cd8a8272d9595742c83980e95ed5e4
 prompt-toolkit==3.0.52 \
-    --hash=sha256:41fd066c002758c2973fc0ccf310b1b04e7cc7182cc8a617a74c1d402f526cac
+    --hash=sha256:c329e921742d68b12ff8543ca7004be7b4ccd8a69317bea8d9a6e524dd48cdbe
 propcache==0.4.1 \
-    --hash=sha256:09f98e91cb4ddddcd950991c1b9aa93eecf6d7ae87c765181f8581b64e734990 \
-    --hash=sha256:520ea2032da4fec5b747948795393f296cb57a943d80257bb35fc27baa50591b \
-    --hash=sha256:62ce4428eb58f9996018135d10e185c1185c2fa5b897fce6c229c9dc78d1244a \
-    --hash=sha256:e451db5f476293c58dd1bdd9442ca6aff9e4f4061fc67a68cd98474a1fb53d67
+    --hash=sha256:10f7bf66817595de6682fd428cf2aa7892c0b0b45475585e8029655ab50c0510 \
+    --hash=sha256:3ccf1a18d315e7e234aee592a5dddd10951fa41f8a8658021dbe7ac413cca797 \
+    --hash=sha256:3f5189a8cf5fd36f414b4d9bf244e61a1eca49ac57942c7e930250df94b2340a \
+    --hash=sha256:42ecf4d140bbc503d90097af47bfc9c7e2a88faaad70694ea2bf50ad3da35c41
 psycopg2-binary==2.9.11 \
-    --hash=sha256:3f0e796e9a41255c22f0ebd5b2953b70d8bb624e7b9e4e89afeeda71ac0773b6 \
-    --hash=sha256:4f883ef06d3b8bef9fb7fc6d79ab9dadf6c658d17998f39222852a6b1b62dc89
-pyaml==25.7.0 \
-    --hash=sha256:2da2e8b1064c77deea68d4b48e8227572f274a6b815abb0d0a025dc882658be8
+    --hash=sha256:0badf162b98436fdb9aa273e2901db462a6ffa081904e9d722429b75e01532d9 \
+    --hash=sha256:623cff634940e5d248125a1b8d74a19625db0c11c6aecd8db007940ccb409436 \
+    --hash=sha256:bf7588449bc9604e13c7fc2a374c359a82784a265776b2975fd013588eba032e
 pyarrow==22.0.0 \
-    --hash=sha256:2d6cf45c5985492e4adf6a53899497bd6887279ad3e195ca1a0b4fcb885713ae \
-    --hash=sha256:34851b8bc2427ea89a830efe36f5d0a67dca09eb88ea71a69c6bd4b90cecd597 \
-    --hash=sha256:7182febf0ba3218515bee0157e707698662f19b856a875be8111302c4a4729d3 \
-    --hash=sha256:7f2d01be91dcf6ab8d01e876f29edfe05d748366a1d8dd1698682ca029258eea
+    --hash=sha256:6e8bfb9191528b15bfe9985392715ef5327c6c9145c45e8f0f0611289fee6044 \
+    --hash=sha256:717ded9d2603d3a9abdc2ec131e4bf73c492341a4fa02bc8eebc9dc447ddec87 \
+    --hash=sha256:9f2b21817f5ffdd969451c8024f79c1d7cd2a95689b06dcde189204a7ed7c426 \
+    --hash=sha256:bb4a3158b3b0e1de62f0c9e9d40cf86f35748e7bab176a97d6e12ef13c0a6d32
 pyasn1==0.6.2 \
-    --hash=sha256:8b4c1c118792abaaa6881ffb9eefb406653898d3e46af92532d1b3927e656404
+    --hash=sha256:4448ac141114a5dfc4a2e3b6184a48b363541f26b4ca764e2b89651505dc4576
 pyasn1-modules==0.4.2 \
-    --hash=sha256:a17229ed6d52bb2f26e9f8ae52b3244e8405a832b0db96ccf57858489aa167f8
+    --hash=sha256:cda22a851735d664e92c8354a30405d88c5a1aa7d6313ba6c583bc3034654937
+pycparser==3.0 \
+    --hash=sha256:a0a805ba04eb0922ef6f214736f63a5c38dbaebdc4d991f88d64cf3d06af00c5
 pydantic==2.12.5 \
-    --hash=sha256:164ee741792822bfa2d4c8239ede474872d724e28b2836b5bef6fcec3e255757
+    --hash=sha256:ba78cfc9d85e40047d67d32828da04ddbe9a27bd0718983938629bfca0d3cc6c
 pydantic-core==2.41.5 \
-    --hash=sha256:19be4d77a5b1841b3ad7a425be1022aed734d137a99ef38f2835005db4f7b32f \
-    --hash=sha256:c2486bffdf84e087e0632bc688c667c86405afaec618e4fe4ad7bde8c8cf8068 \
-    --hash=sha256:c3f56276a4ea335637404bbd154eead369cf0c17f6182f6e40c176fdec5a4162 \
-    --hash=sha256:f74563f5ed72064ac7bf45b3b2509f923cbe144207a537055c5c38fc9b556306
-pydantic-settings==2.12.0 \
-    --hash=sha256:1f1d9882776a999776b4364623ff2715a409f7910722ac14bac2b08db58bfcdd
+    --hash=sha256:280238d34598c8e0eac77c2d96456cb5657f4afc3235d6afa15859a143cc3885 \
+    --hash=sha256:2c1462d1bdf9b8b13c8afa43856d7163c5a2567e9f05fcd5d26f54f23f35edf0 \
+    --hash=sha256:3713d923ca3dd74e51ad6ce5be8e2bb9b8398cbc3cdbe7bd959282e9e9694fff \
+    --hash=sha256:41f74ba1ea18462d7cc27155581a9b23165adc7b009c6d467542274d63db163c
 pygments==2.19.2 \
-    --hash=sha256:3c7239b5a90a9339df2ddb3d4fd8fdaa79eb1cffa183937fe92ff1042f94f0d0
+    --hash=sha256:f928b5b8b19c65a1b6ed1f285d1db53fa203d6ba34a3783a92c41e41e2f33135
 python-dateutil==2.9.0.post0 \
-    --hash=sha256:9f85618b077d3ffc8beecb57c9444d7e4a25143764ed73647ea6cdf407fd58c0
-python-dotenv==1.2.1 \
-    --hash=sha256:cea039eb10fd1e872cd774e75e99de4e80533a489a01f1a1d772427997e7b564
-pytz==2025.2 \
-    --hash=sha256:53b6d53c47751e853a76d9939a64db5be16f4ba3b896bf6f420dfa6e3aafad75
+    --hash=sha256:c112f3de33b4ef01360132ef116d72df91cdf628f136b70f1fc9a9eb19137cb9
+python-multipart==0.0.22 \
+    --hash=sha256:b5fc2a9738209bd168ef0c746ca0ee5eb66f2c69aeeb689e0dbc15b36c779aac
 pyyaml==6.0.3 \
-    --hash=sha256:0ee9380ec23cf381f3e4be195b6f47db717b724da4b96aea7acca9069e2ea6bf \
-    --hash=sha256:102b353279cf5f205b56a3745964c63e51e156daa65c72519ca63b944aa89cc9 \
-    --hash=sha256:5d0a5c9413588938e91b2ae1d2f8ae2bac25065c4f9ae0333b8e083b3f42533f \
-    --hash=sha256:5d20580c71f50c4ec26792ead7d69cc5e243090eb7af843ff7f45efb318adacc
+    --hash=sha256:1ccd350719df6e1794b08d7a28b14e3bed61ef2742cb0ea03ced7c05f1e14cfd \
+    --hash=sha256:6ea391cbbbc6abd3412718672301a184bb87f1f877b58081150b5be5942f0915 \
+    --hash=sha256:d122b1f987c23385d9600d211475f765fcb59a2fff150c5e6036293196df5b80 \
+    --hash=sha256:d4980565b8082efbd9baf9d659cfb37dce47e56e0530bfe1dba00e3287159f69
 referencing==0.37.0 \
-    --hash=sha256:62c0c42a91db0713eeeecd6f281e0b88d288c01e1ab64a0f3a4a8b1a717433d4
+    --hash=sha256:bd019ff74869f84a893b7e50b84ce3d0db1e465ceb3a336403011c6467ffacb0
 requests==2.32.5 \
-    --hash=sha256:c9a46b7e34f4aaf2dfdd082d6db64e92f265a201f6f273d92be037d08e80dc8a
+    --hash=sha256:7cf3560d7ec28f972b1c540ecbb2140bb370364faf479119bdb23f03683a3046
 requests-oauthlib==2.0.0 \
-    --hash=sha256:7b07553013810ee4f6f8a20d035c1e1a8a5144ecea22a9f4e6d9671b3b77b73e
+    --hash=sha256:4fd6526c6de7a0bd036e84563b7a1523d92ba1f62e32cad65ccef9b2523bbc33
 rpds-py==0.30.0 \
-    --hash=sha256:07708740376815e3428827b399cadc04899df9e9f386abb3dfd14b3c2acfaa9a \
-    --hash=sha256:77aa81a28a5f33b79dc4af0010a7a883681871c7de3cab995dd27dd8ab5efe52 \
-    --hash=sha256:8a4bb9fb86b55e3a048654207a881a121ab8dfed5713040955e21f5585271d23 \
-    --hash=sha256:f4ca02efedf289ab5a2263d8a4d99aba5b59f6560045d869674b9cbaaa2b249d
+    --hash=sha256:16a18b2b2566d88ccdabe156c2fd0b6bcc4fb172d084ec7e4c1ab502cb8a5cfd \
+    --hash=sha256:613bc173bc12f35e40c3d1c1e6252555eaa48ea9425ee0b01fb151f3ca8a2a05 \
+    --hash=sha256:6c94c5f1c2501e50c22b7c993b083aeef4d342974d3058763296fb4646d8a059 \
+    --hash=sha256:75a565fc839958562ab5ad648c3a4bd0c46874a5556acb48da423f91c47c355b
 rsa==4.9.1 \
-    --hash=sha256:96ed0e1434714b8415fe0a67fda7d2c782a8deaf409660a9302625c9184e7e69
+    --hash=sha256:1c5f55eb95147d5a8d6f4a20869cfb97d680b28e2ea6ef3747b70c518c44f7fa
 safetensors==0.7.0 \
-    --hash=sha256:3aefa5c87b20f33c1862240886bc98b1405d319221ecadffbd6e62af1032efd4 \
-    --hash=sha256:8775767ba5319de252fa1140fd766e477aed44c360bed1c3f7d80ef2a1c9fbeb \
-    --hash=sha256:926cd6d8a7554902f254aa7509222115ed68308e5647573b8252370780cd3e4d \
-    --hash=sha256:f92f7a9caeabeb476c2fd77e6fd3ca93a3d4f8d569e0479a4ae6c62070624fe5
+    --hash=sha256:18abcf37ffae5f85a81ca46c440fdc5f38ae0938ff0f4a4de14e37386ed248e7 \
+    --hash=sha256:6833f019f20c8f0bb790ae3f0fd088f50c9fe4e051106dc3e59df5a953f68532 \
+    --hash=sha256:6aea22e3ce1ed41d56c0e50f1cb504fe47a50ec7a1d50135d76fd233bbe4b1e3 \
+    --hash=sha256:bc9d119ad82379f387c1264de35e6d489b7196c431b23e92b2b0959eae8494c7
 scikit-learn==1.8.0 \
-    --hash=sha256:053192e95cb464de25f7df06e6016b2d16afa97a154903a8dc62c8058bd4e22a \
-    --hash=sha256:2d874891d11cdcd68ad2036947a829911c251ccd20f646a8aafe002a6c5b51e8 \
-    --hash=sha256:80138b8f307f86e9f456ecd0b91f032c4cc40080e9b06611b222e6b2b1b8d2c8 \
-    --hash=sha256:fc7bc9a009c835c28af5160c1b2a0e61264eafbd52630e7da23e9438900c43f0
+    --hash=sha256:4c73965fdde273763f87334dfb0d773cb9196e2eb9dd21a0aabd86cf4da2adb3 \
+    --hash=sha256:5641af1f1bcede6f6d894f50418b2d820f3a3b82b3a5cb702621e6a386eef935 \
+    --hash=sha256:5d27f41e0a981a58fcc00f09ef9c00fd68a2e13c218768d0ed69c1a247c8855f \
+    --hash=sha256:7147bcc3428006a9b5fc0f0934b70c555ddd9f8ebc4b3ee4aaebb44c5e87a3dd
 scipy==1.16.3 \
-    --hash=sha256:4705a05428be3ed512ff49c2e2987327e4ba443abb39c72584894548a1a4f764 \
-    --hash=sha256:4febf9526575877c3c5cc0406b88b8cebfaa2e637e774aca42f91a4ace3f5bd0 \
-    --hash=sha256:a0a03e05bd615457636280d89f77ecbdc58ee3820b1a0b14fbcc6ae650646bcd \
-    --hash=sha256:b4cd9382be92f86cb762f6172b0b0eba036cde7325a2540a6412f185ad4fad71
+    --hash=sha256:7ea746558373df0d4c9c576dc316e03e46d45432efe71aeb04675195325e836f \
+    --hash=sha256:98726415e1374d7c748627df0967bf25379d8bc23c2092d4bf9abc435d032941 \
+    --hash=sha256:abeabd348fbcb9fc08e6021d5a56e218a36aac0bfc513018a94cf86e6ecec464 \
+    --hash=sha256:f421572a92a7b5b8f5a00394c7fe2a46528d95f8782a58ec1114a4271d1fc26e
 setuptools==80.9.0 \
-    --hash=sha256:2433beb21d0507141c56e9e0cf2efb0fd30398ca68909c8c6ecb9b33eb7ab53c
+    --hash=sha256:ade450006de562f26341e24f8199338e8aff247cd565ac4f52235478a8dfa815
 six==1.17.0 \
-    --hash=sha256:9e9ef8214ff1eff3a5a4657ca8c03174cbb8051ebbc18d8c349db55b24ece23b
+    --hash=sha256:33f558442b372864d53b1813933f5d624876f418521b1b89624ea6e3d79f0e97
 sniffio==1.3.1 \
-    --hash=sha256:65be6491eb836b043a35c313688fd6c510df56a16992dba73ab92d74931b4caa
+    --hash=sha256:79fc97358f9f993658f5285996c92b070d9b2b9cdd789daefd3e0607d518097b
 sqlalchemy==2.0.45 \
-    --hash=sha256:273cee77649c4cc0550a3eb295bfdb07f4bce5b6a8411bad98656e5e9b592700 \
-    --hash=sha256:4a0b03a1ff8ddbf6171b2bf1df0ca499250cc56a3c05bb789d9bbafa3f1f1ff9 \
-    --hash=sha256:eca446d7df574922a640a00f8c50789b1d742e9e0aef9375b4a2fa727fd43a9b \
-    --hash=sha256:f6256de5783c96c6090db092cb5c9c08ec6c5484590cc8ccd8abeb71c8956156
-starlette==0.50.0 \
-    --hash=sha256:5a8875a18ff844f633db23ddaee603bbbe3fec5def667e08e3f87ecab59400ad
+    --hash=sha256:52a0fb297270ecc4066303762220717240f5e427298345e19835d21319fc9522 \
+    --hash=sha256:69ada3936fac5c0c15e765e71fae9b1177c9c957eb7fbd5210f63d7c05aa26c3 \
+    --hash=sha256:6ea7264891e42cfdb069a27eefa2438214a54051d8b5b1b00209af9f944c3480 \
+    --hash=sha256:7d691e498146a57a54f347385729b57e98b2e548d6fd6e25fdcbdf6e48a08ae4
+starlette==0.52.1 \
+    --hash=sha256:882cc287d984636af14c13251dec1c6f2d1db40634477d506a8a385c22dcf563
 sympy==1.14.0 \
-    --hash=sha256:4ec66f902c9e4bc8a1ae5345f97e4ea4efd05a1bce2e342862c4cb1172c0387c
+    --hash=sha256:92de12bc45a8930ecab22227dea3f4192e15d9f4555c9a9d52d312865748afbd
+termcolor==3.3.0 \
+    --hash=sha256:2ed14ed07b1ab932881a26035e8f6a9e6251052289ecf8325e535bc17a03240d
 threadpoolctl==3.6.0 \
-    --hash=sha256:c60cf5b3da9f08563d2437473d5db44bdbcb906200096beadb09a9cc6db9c615
+    --hash=sha256:fc79267be059d5a0aaacf924656a1523599e7fc844c44608db5fe1cb2f152c4f
 tiktoken==0.12.0 \
-    --hash=sha256:055e610ebd877d85a4bb5ffe394a8e20bf1fa5e775f57aa44c79cbd00638e1c8 \
-    --hash=sha256:74e1934d472567f8806398ca5ac3b2e5f3e33e123b8470ecd687a9c74693cf9f
-tokenizers==0.22.1 \
-    --hash=sha256:088df99eae293eff4c22b046411c40d9a2243da299e61e1409583de4673565bb \
-    --hash=sha256:2a9219d366e8f35036b45d0b9280f02cad4f1f4db0df90b3c9d26c4dcc10493d \
-    --hash=sha256:6acb64b496885b639eeafcaaeebe0c2cf73c788dbd4bce097b77846a3206ea35 \
-    --hash=sha256:f6f1b13673ea7689667ef5671488224747a2b531bc9b480e21702c3a74b74a0c
-torch==2.9.0 \
-    --hash=sha256:23da936baa63bb7624ce7f546405b9d491ef5910160f8c703fe835cad400cd34 \
-    --hash=sha256:5f73f3acfe70ea89d7488a27e692ffdef78665ce87b088ca43efbeaf4daeffa7 \
-    --hash=sha256:789816d5c832c76d61b057b3bfbc1d2e205bc8e6596cf287d34200da0e2e2e72 \
-    --hash=sha256:8b1c62f881fdf33f1f625a393cc5346629cc650b1782358cf3c74a557c9422ab \
-    --hash=sha256:94cf22a17406b7da7215bc5b50d04672eac04f627f2f5c1f38acf43bb27631cc \
-    --hash=sha256:ac4e0c23446c67acaa63cc75186905294b68a66159c4939e24cd6f5a891c8e98 \
-    --hash=sha256:b6fa21f12a26a38f530f5afd691eaf7f632770034d80a1c66e4d9d52616cff07 \
-    --hash=sha256:dbef52f7f4824242a9cd9aff2ebd7e6c87744b5a40048cbb2e3854361ec727fd \
-    --hash=sha256:dc7f92d02376a8b72f621f557de11b718317b66a66757a841eca3014ea76ba15 \
-    --hash=sha256:e4a8566ebb65778637c891edd485f1436115fbc9423f3987c007be501b1a7a31
+    --hash=sha256:019dfefcb4f2899eb8c7fd4d170c3ed335113579de129f55526fcdc3b43ef5ba \
+    --hash=sha256:9d341a1e06d325151f05991a0a1616c12918132fda42b7601d25c9d02726e5b3 \
+    --hash=sha256:aee67dcabd42538b82abaf27a1d5b74da0eb2da37fa9c9c117ca99d9146e2937
 tornado==6.5.4 \
-    --hash=sha256:427a52d991e5d6bb8e5ed6e82cf9d6be878ef2bf55d389177b369b200d7706ba \
-    --hash=sha256:91a7119280c0c1424b107e725ae0ace234323d057220647e84e17156fe1d8acd \
-    --hash=sha256:cac9ee0f7c9664b7d3736fa6cd93e752c583161a929fc2a4abc3a014192ac2f5 \
-    --hash=sha256:d59e284efd19f3cad7ee1a1188d2fc7bb483253fd08bc3e9c034f063414a7037
+    --hash=sha256:4009891b752e77c47c396ed587fd3abeeeaf53ce0ff180ac5fbd81f3c5522903 \
+    --hash=sha256:9532231bbed1fab64200c9f755616e45f4a9d2b52fbefb91dd3b24f9b9ade291 \
+    --hash=sha256:be68f2c30d855e21a11c7e5a6cdaf6e7d12b8373e703798ad75f79422732b02a \
+    --hash=sha256:d533131fa41fd4b126d33efd3fd1f7be15a3380af7fd107d6cfac4942a47c07c
+tqdm==4.67.3 \
+    --hash=sha256:d798b33fcc041b9a42c57f462b9c068a5a15c2dbcef1c87695d80c7074770a4d
 transformers==4.57.3 \
-    --hash=sha256:25a28e64a3ad117a1560eca50f41504d035606259902d421d933282f5d3a352e
+    --hash=sha256:236ecca0f5728b835d524866cf31e68de45ca6aa5e0d9606c52e79576f518118
+tree-sitter==0.25.2 \
+    --hash=sha256:05bc490c99a846e0e91d9dd0c5067de48b35b46d4c3f18fc2cc9ac08a4ec71fe \
+    --hash=sha256:3aa0cf6b0964495ada302c3eb966bf6f41a01279d8e31c019e4b0129a93d5a55 \
+    --hash=sha256:aadac5c0356e824916ca95f8f794a6ef88105748eed6e8fdb7fb4690024d4336
 triton==3.5.0 \
-    --hash=sha256:6f420ea77a5b22e4dffe502638da2e773a4dd8fbb016f1be140c9cfa81d313d9 \
-    --hash=sha256:8325dca63029c7fedd3e70c11ba9abc472e94f54eaddfbe872a7d823d167e595
+    --hash=sha256:a46eaadd18e726ff38f9cfb53c4e641dfe937741394cdf45e2981858200fae1d \
+    --hash=sha256:a916a1758674bbc35545f3aed9c1e83ed581b59a277cfffca1926c6f5f567a96 \
+    --hash=sha256:ccd2f7e0bf8ef8006b5ad404912e0443f5e7f042c313cc4d0fffc6e3ea2c7605
 typing-extensions==4.15.0 \
-    --hash=sha256:2e6ec8def95f836023037679e5408aa9c2000505ac563af889822c00133e797c
+    --hash=sha256:00877ead43795d4b767026270fa129816363c9a95b6febe68f5ac41d5096114b
 typing-inspection==0.4.2 \
-    --hash=sha256:e084b600a03bf1f5dbeb042825e8af22c569b2187e43b7bbf7dc4d455620dfe7
+    --hash=sha256:4baec0c9a4ad5cc8a85c71c387e98ff9ecc7b85b6e538e204343940090be3b63
 tzdata==2025.3 \
-    --hash=sha256:79f5502eb2eeaa6025d5ce885f1f969aeb83cb43ab7a0bca20cface0d1929ca6
+    --hash=sha256:896a9fad76b5de068b461ef456f09931bb94c8455835767d100298c75dedd18b
+urllib3==2.6.3 \
+    --hash=sha256:a5bd1dd5b4c7b1da77f93abcd09f8619209b2f11fe699382f6cb79b34dc89437
 websocket-client==1.9.0 \
-    --hash=sha256:423191e16b2018e54958d095fd34d75ed41d8c89e8a7a05fc6113fcb9d0323c1
+    --hash=sha256:0cb04d0516ad9d4a5941144e68344813f1da89a2270b0634b4b71f1e892f4caf
+websockets==16.0 \
+    --hash=sha256:0e67eeda5d16502a8d25d6204ea8bb311d94d345490920d020683707877ddfab \
+    --hash=sha256:8c407d9d309aaa92db557a52a766921781f07d038e766f2a9ea42bac1ac05e39 \
+    --hash=sha256:b3c1390f1e251f679f14aa2fdd7ba1224f64cbf80867c6c3c6ce27be899533ab \
+    --hash=sha256:c54016bbb76f4f4e5a3c5cf02cec2638eb188ba277d3f427ed197725ac50e231
 wrapt==1.17.3 \
-    --hash=sha256:5cbcf7b34ec8a8d671f70756abdc3bd9f71ce58c732698042997e5a4e7777f4e \
-    --hash=sha256:7cbc716eb652c1848ca0d57c36fd69670dffbe22b123d7f3f5a682f78e5685a6
+    --hash=sha256:0953273f64ed6dc39821a1d06409958d5d5bf53a699f3931cb1a81c656fdd720 \
+    --hash=sha256:15c6bffa4386f4927f1e1c0b4e2e4604c10d709199ecbd3f69ae1e659f2d96d8 \
+    --hash=sha256:1649eb282f55f5d90154086a34fef4922aa31b28233e03ce396b7d8a778a5904
 xxhash==3.6.0 \
-    --hash=sha256:578c4e2d0711aa81ddd39e18febfee3f308f6f89d4f87402385230c1223acb8c \
-    --hash=sha256:6cbe35391567328c695c8a51053a8a9a00c1fc31a835216b752fe934d296559f \
-    --hash=sha256:905998f5783394baa7bf31e98bf855050f807c17a9487ba8d3367f9ace1bfde2 \
-    --hash=sha256:a083073b717592f19cc7585db906f35460d2df7533f8db50d3e35e96ae06e3bd
-yarl==1.22.0 \
-    --hash=sha256:1323daf990daee3e99cb4036a9219ecad690d8448094c7272d8d96addb3dd635 \
-    --hash=sha256:2f635cbe4532e212fdc483aa4d6f41a1c18e1cee6fda95ce97fca203e3f4f23d \
-    --hash=sha256:62fab6ff8f9c020a477381bbb13c0933df3ce1c3cc705222c4f15b705778ec4f \
-    --hash=sha256:c0350a3efb334accaf25c0f84a01ae46dd6c1720c781da60bbf80a99369ff041
+    --hash=sha256:122ea61c85a8725231030b26650ae35b1ae709f154e1e8f5274b2cd469638a14 \
+    --hash=sha256:a426db4666ab784b369beab268f41bd7b2505390b1a6f7ae0bbc295a103c4c83 \
+    --hash=sha256:bb363fc4152e194b2f68829da7d783d9b5eee9577c33f6007c78d25517a229ca \
+    --hash=sha256:edac8303f5c2d0bec5632a6e6cb9c56f3cd548e94960c5b9468c654d5a73c653
 zipp==3.23.0 \
-    --hash=sha256:c37548034de550cba59abe55e769d0b7f02e7ec60d61815ab0451f45f26fc88d
+    --hash=sha256:2f6742e089020240e014478d428fd79059270c56a2f7947d37c6f1d2ae639174
diff --git a/requirements.overrides.txt b/requirements.overrides.txt
index 90c9599ca..53fd64025 100644
--- a/requirements.overrides.txt
+++ b/requirements.overrides.txt
@@ -1,5 +1,5 @@
 # override these package to the version available on RHOAI wheels index:
-# https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple
+# https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple
 transformers==4.57.3
 tokenizers==0.22.1
 scipy==1.16.3

From cea2186b87e2ffe165c6b4d6224b2e947097b69a Mon Sep 17 00:00:00 2001
From: Pavel Tisnovsky <ptisnovs@redhat.com>
Date: Thu, 5 Mar 2026 13:29:13 +0100
Subject: [PATCH 2/3] X

---
 .tekton/lightspeed-stack-pull-request.yaml |   2 +-
 .tekton/lightspeed-stack-push.yaml         |   2 +-
 requirements.hashes.source.txt             | 117 ---------------------
 requirements.hashes.wheel.txt              |  24 ++++-
 requirements.overrides.txt                 |  12 +--
 5 files changed, 27 insertions(+), 130 deletions(-)

diff --git a/.tekton/lightspeed-stack-pull-request.yaml b/.tekton/lightspeed-stack-pull-request.yaml
index 94bb0b5c4..3f348cd04 100644
--- a/.tekton/lightspeed-stack-pull-request.yaml
+++ b/.tekton/lightspeed-stack-pull-request.yaml
@@ -54,7 +54,7 @@ spec:
            ],
            "requirements_build_files": ["requirements-build.txt"],
            "binary": {
-             "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
+             "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,pillow,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tokenizers,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
              "os": "linux",
              "arch": "x86_64,aarch64",
              "py_version": 312
diff --git a/.tekton/lightspeed-stack-push.yaml b/.tekton/lightspeed-stack-push.yaml
index 3e3d1f341..29af2853a 100644
--- a/.tekton/lightspeed-stack-push.yaml
+++ b/.tekton/lightspeed-stack-push.yaml
@@ -46,7 +46,7 @@ spec:
           ],
           "requirements_build_files": ["requirements-build.txt"],
           "binary": {
-            "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
+            "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,pillow,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tokenizers,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
             "os": "linux",
             "arch": "x86_64,aarch64",
             "py_version": 312
diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt
index c07a56541..c5a14f46c 100644
--- a/requirements.hashes.source.txt
+++ b/requirements.hashes.source.txt
@@ -8,12 +8,6 @@ a2a-sdk==0.3.24 \
 accelerate==1.13.0 \
     --hash=sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0 \
     --hash=sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236
-aiosqlite==0.22.0 \
-    --hash=sha256:7e9e52d72b319fcdeac727668975056c49720c995176dc57370935e5ba162bb9 \
-    --hash=sha256:96007fac2ce70eda3ca1bba7a3008c435258a592b8fbf2ee3eeaa36d33971a09
-anyio==4.12.0 \
-    --hash=sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
 authlib==1.6.9 \
     --hash=sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04 \
     --hash=sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3
@@ -63,9 +57,6 @@ chardet==7.0.1 \
     --hash=sha256:e51e1ff2c51b2d622d97c9737bd5ee9d9b9038f05b7dd8f9ea10b9e2d9674c24 \
     --hash=sha256:f661edbfa77b8683a503043ddc9b9fe9036cf28af13064200e11fa1844ded79c \
     --hash=sha256:fb14755377d8de845c69378bbaedc0e35109c21a43824450524fd9c3178792d5
-datasets==4.4.1 \
-    --hash=sha256:80322699aa8c0bbbdb7caa87906da689c3c2e29523cff698775c67f28fdab1fc \
-    --hash=sha256:c1163de5211e42546079ab355cc0250c7e6db16eb209ac5ac6252f801f596c44
 emoji==2.15.0 \
     --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
     --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
@@ -544,98 +535,6 @@ opentelemetry-sdk==1.40.0 \
 opentelemetry-semantic-conventions==0.61b0 \
     --hash=sha256:072f65473c5d7c6dc0355b27d6c9d1a679d63b6d4b4b16a9773062cb7e31192a \
     --hash=sha256:fa530a96be229795f8cef353739b618148b0fe2b4b3f005e60e262926c4d38e2
-pillow==12.0.0 \
-    --hash=sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643 \
-    --hash=sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e \
-    --hash=sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e \
-    --hash=sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc \
-    --hash=sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642 \
-    --hash=sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6 \
-    --hash=sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1 \
-    --hash=sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b \
-    --hash=sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399 \
-    --hash=sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba \
-    --hash=sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad \
-    --hash=sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47 \
-    --hash=sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739 \
-    --hash=sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b \
-    --hash=sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f \
-    --hash=sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10 \
-    --hash=sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52 \
-    --hash=sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d \
-    --hash=sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b \
-    --hash=sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a \
-    --hash=sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9 \
-    --hash=sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d \
-    --hash=sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098 \
-    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905 \
-    --hash=sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b \
-    --hash=sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3 \
-    --hash=sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371 \
-    --hash=sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953 \
-    --hash=sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01 \
-    --hash=sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca \
-    --hash=sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e \
-    --hash=sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7 \
-    --hash=sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27 \
-    --hash=sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082 \
-    --hash=sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e \
-    --hash=sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d \
-    --hash=sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8 \
-    --hash=sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a \
-    --hash=sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad \
-    --hash=sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3 \
-    --hash=sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a \
-    --hash=sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d \
-    --hash=sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353 \
-    --hash=sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee \
-    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b \
-    --hash=sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b \
-    --hash=sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a \
-    --hash=sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7 \
-    --hash=sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef \
-    --hash=sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a \
-    --hash=sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a \
-    --hash=sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257 \
-    --hash=sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07 \
-    --hash=sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4 \
-    --hash=sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c \
-    --hash=sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c \
-    --hash=sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4 \
-    --hash=sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe \
-    --hash=sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8 \
-    --hash=sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5 \
-    --hash=sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6 \
-    --hash=sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e \
-    --hash=sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8 \
-    --hash=sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e \
-    --hash=sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275 \
-    --hash=sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3 \
-    --hash=sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76 \
-    --hash=sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227 \
-    --hash=sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9 \
-    --hash=sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5 \
-    --hash=sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79 \
-    --hash=sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca \
-    --hash=sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa \
-    --hash=sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b \
-    --hash=sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e \
-    --hash=sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197 \
-    --hash=sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab \
-    --hash=sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79 \
-    --hash=sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2 \
-    --hash=sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363 \
-    --hash=sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0 \
-    --hash=sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e \
-    --hash=sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782 \
-    --hash=sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925 \
-    --hash=sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0 \
-    --hash=sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b \
-    --hash=sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced \
-    --hash=sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c \
-    --hash=sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344 \
-    --hash=sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9 \
-    --hash=sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1
 polyleven==0.11.0 \
     --hash=sha256:046e90c02c5b8dae2ab71c4fb33772bd6f27b7883b05e2117573bf478b5ced44 \
     --hash=sha256:05207bb66da15a2dc5c530e2f5cb5f0588d0a7e79b3bd542965f9e06e3fb14fe \
@@ -935,22 +834,6 @@ sse-starlette==3.3.2 \
 tenacity==9.1.4 \
     --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-tokenizers==0.22.1 \
-    --hash=sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a \
-    --hash=sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446 \
-    --hash=sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7 \
-    --hash=sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73 \
-    --hash=sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a \
-    --hash=sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9 \
-    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138 \
-    --hash=sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc \
-    --hash=sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390 \
-    --hash=sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f \
-    --hash=sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82 \
-    --hash=sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879 \
-    --hash=sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21 \
-    --hash=sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4 \
-    --hash=sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214
 torch==2.9.0 \
     --hash=sha256:01cff95ecd9a212ea2f141db28acccdceb6a4c54f64e6c51091146f5e2a772c6 \
     --hash=sha256:030bbfe367379ae6a4ae4042b6c44da25383343b8b3c68abaa9c7231efbaf2dd \
diff --git a/requirements.hashes.wheel.txt b/requirements.hashes.wheel.txt
index fdba4daf1..c38198cf5 100644
--- a/requirements.hashes.wheel.txt
+++ b/requirements.hashes.wheel.txt
@@ -11,10 +11,14 @@ aiohttp==3.13.3 \
     --hash=sha256:c418ae157c77de1c7314313d767efcdf2243dc0122beddeafd2f3bab73ad0ed8
 aiosignal==1.4.0 \
     --hash=sha256:9d5af4742d4552e8a3f2fbd48237e07cab578e7175af2f952c420d2e98b731f0
+aiosqlite==0.22.1 \
+    --hash=sha256:2e85580d41e992ed45e1aafce66ac4c23b7bd7cf842dc5209a39b95c11497115
 annotated-doc==0.0.4 \
     --hash=sha256:cf904ba25da8611ae3274f2af1d6e82275e452113f7774505e723a21957c10d6
 annotated-types==0.7.0 \
     --hash=sha256:fcdc578cef2d4fd8770abc0ceb0241c68c992698aa7a5f945ce67651dd585cfb
+anyio==4.12.1 \
+    --hash=sha256:e18da418b6421e6735231319ea8ae4262f68b52b8dbcb4699a7a14f89cfb2b15
 asyncpg==0.31.0 \
     --hash=sha256:30b9415c515d7aeeb78a2973398c110b021bbc8c4b664a50309c8a7a59f850e6 \
     --hash=sha256:d5fcd8eb91e0624dbbd391062d529ec24ac41e0665c6aa4df719f6682856b318 \
@@ -32,11 +36,11 @@ chevron==0.14.0 \
     --hash=sha256:215f5e3e7ac75d150eadfc0f8c651b3815dc36813e122484b1ed68e142e5adfb
 click==8.3.1 \
     --hash=sha256:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307
-cryptography==46.0.3 \
-    --hash=sha256:66ce9fc152c36e72fc2ef35a278e9ccc0861afbdf4096f6a0b4221d64ebaead0 \
-    --hash=sha256:77d3ab32961821b5c91e10fc0d943d725d3545fee2a1d4985fb30a26b4ed79cc \
-    --hash=sha256:a2c7213647c9a23b30d21966c721f94d32a6de6728d1e7da88b7ce55cc658b0c \
-    --hash=sha256:b501441a03c71a7b9caaa22f37e3f1ce1b2dfd126c80500cac6ac156c0138de5
+cryptography==46.0.4 \
+    --hash=sha256:26ffa7666abe41b7b75905f7353c43ff4e812cf7f5b2b253ec3bcddd0d29e7a1 \
+    --hash=sha256:b1352b1c73e908b825c91e8fe23f24775fcebca7d59f66a6864e4dcf6fdd6323
+datasets==4.4.2 \
+    --hash=sha256:a022a72b5ff21868e78e7ea66f8bb2eeaee632f354574643561bea6c224ab915
 dill==0.4.0 \
     --hash=sha256:e09f4727f6f6c193a79c01826c5221fc26a16022279e4bf38cc3d35ff4197af4
 distro==1.9.0 \
@@ -139,6 +143,11 @@ pandas==2.3.3 \
     --hash=sha256:e3a18fae723b808514670a4a0172f9939cdbb095abd5eef1f34cf5ae1b99f424
 peft==0.18.1 \
     --hash=sha256:026817e68c93fcc0569360afa0ee4fb74b06b0a4268240f922bc2bc0a691bcc1
+pillow==12.1.0 \
+    --hash=sha256:44e141bd88fa5c8db3ab16d64b054ac692bbd5f12ac7d35347506283a7d4f1b5 \
+    --hash=sha256:586b0875614afba7f538334413150a8a2ea42aea557c823c54fd60a3218d960e \
+    --hash=sha256:70ef2aa5cd788e9de636eca6c5d3f2189b12f1c52aae7fdda59f3de76cf4e5f9 \
+    --hash=sha256:f90eaeb5761e1ff10a995dd462ab8c87b7ee4171057ebf2f4ac1fd20e6bc6bda
 prometheus-client==0.24.1 \
     --hash=sha256:fe601e041eac55bad8f46da2f3c54f2ab6cd8a8272d9595742c83980e95ed5e4
 prompt-toolkit==3.0.52 \
@@ -232,6 +241,11 @@ tiktoken==0.12.0 \
     --hash=sha256:019dfefcb4f2899eb8c7fd4d170c3ed335113579de129f55526fcdc3b43ef5ba \
     --hash=sha256:9d341a1e06d325151f05991a0a1616c12918132fda42b7601d25c9d02726e5b3 \
     --hash=sha256:aee67dcabd42538b82abaf27a1d5b74da0eb2da37fa9c9c117ca99d9146e2937
+tokenizers==0.22.2 \
+    --hash=sha256:109c12a85bc794db2d335e9845198fd4dfbdd25a5e47d944ada5ee28d720a01c \
+    --hash=sha256:914385483cfc1f8a38e8141e9370ca315484464afda41eb3959cd4d36ad2217b \
+    --hash=sha256:c6123f7e43990992323d4cd8ee0d463383a7dffe3c03e1f4483b446034910faf \
+    --hash=sha256:c883273341b96903ddeda79cb247a6f3ea316bd668ee2dd93d86e6fb57fc35b3
 tornado==6.5.4 \
     --hash=sha256:4009891b752e77c47c396ed587fd3abeeeaf53ce0ff180ac5fbd81f3c5522903 \
     --hash=sha256:9532231bbed1fab64200c9f755616e45f4a9d2b52fbefb91dd3b24f9b9ade291 \
diff --git a/requirements.overrides.txt b/requirements.overrides.txt
index 53fd64025..e05922ebf 100644
--- a/requirements.overrides.txt
+++ b/requirements.overrides.txt
@@ -1,16 +1,16 @@
 # override these package to the version available on RHOAI wheels index:
 # https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple
 transformers==4.57.3
-tokenizers==0.22.1
+tokenizers==0.22.2
 scipy==1.16.3
 aiohttp==3.13.3
-aiosqlite==0.22.0
-cryptography==46.0.3
-anyio==4.12.0
-datasets==4.4.1
+aiosqlite==0.22.1
+cryptography==46.0.4
+anyio==4.12.1
+datasets==4.4.2
 pandas==2.3.3
 pyarrow==22.0.0
-pillow==12.0.0
+pillow==12.1.0
 faiss-cpu==1.12.0
 sqlalchemy==2.0.45
 setuptools==80.9

From a67c9657ae906a50eb88a7f0a1673ddab2d7021b Mon Sep 17 00:00:00 2001
From: Pavel Tisnovsky <ptisnovs@redhat.com>
Date: Thu, 5 Mar 2026 13:32:48 +0100
Subject: [PATCH 3/3] X

---
 .tekton/lightspeed-stack-pull-request.yaml |   2 +-
 .tekton/lightspeed-stack-push.yaml         |   2 +-
 requirements.hashes.source.txt             | 540 +++++++++++++++++++--
 requirements.hashes.wheel.txt              | 348 ++++++-------
 requirements.overrides.txt                 |   1 +
 5 files changed, 651 insertions(+), 242 deletions(-)

diff --git a/.tekton/lightspeed-stack-pull-request.yaml b/.tekton/lightspeed-stack-pull-request.yaml
index 3f348cd04..f98a91061 100644
--- a/.tekton/lightspeed-stack-pull-request.yaml
+++ b/.tekton/lightspeed-stack-pull-request.yaml
@@ -54,7 +54,7 @@ spec:
            ],
            "requirements_build_files": ["requirements-build.txt"],
            "binary": {
-             "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,pillow,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tokenizers,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
+             "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,dill,distro,dnspython,docstring-parser,durationpy,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,jinja2,jiter,joblib,jsonschema-specifications,lxml,markdown-it-py,mdurl,mpmath,networkx,numpy,oauthlib,packaging,pandas,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pydantic,pydantic-core,pygments,python-dateutil,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tornado,transformers,typing-extensions,typing-inspection,tzdata,websocket-client,wrapt,xxhash,zipp,uv,pip,maturin",
              "os": "linux",
              "arch": "x86_64,aarch64",
              "py_version": 312
diff --git a/.tekton/lightspeed-stack-push.yaml b/.tekton/lightspeed-stack-push.yaml
index 29af2853a..813a90b49 100644
--- a/.tekton/lightspeed-stack-push.yaml
+++ b/.tekton/lightspeed-stack-push.yaml
@@ -46,7 +46,7 @@ spec:
           ],
           "requirements_build_files": ["requirements-build.txt"],
           "binary": {
-            "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,asyncpg,attrs,cffi,charset-normalizer,chevron,click,cryptography,datasets,dill,distro,dnspython,docstring-parser,durationpy,einops,email-validator,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-cloud-resource-manager,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,importlib-metadata,jinja2,jiter,joblib,jsonschema,jsonschema-specifications,kubernetes,lxml,markdown-it-py,mcp,mdurl,mpmath,multidict,networkx,numpy,oauthlib,packaging,pandas,peft,pillow,prometheus-client,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pygments,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,starlette,sympy,termcolor,threadpoolctl,tiktoken,tokenizers,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,zipp,uv,pip,maturin",
+            "packages": "aiohappyeyeballs,aiohttp,aiosignal,annotated-doc,annotated-types,asyncpg,attrs,cffi,charset-normalizer,chevron,click,dill,distro,dnspython,docstring-parser,durationpy,faiss-cpu,fire,frozenlist,fsspec,google-cloud-core,google-crc32c,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,h11,httpcore,httpx,httpx-sse,idna,jinja2,jiter,joblib,jsonschema-specifications,lxml,markdown-it-py,mdurl,mpmath,networkx,numpy,oauthlib,packaging,pandas,prompt-toolkit,propcache,psycopg2-binary,pyarrow,pyasn1,pyasn1-modules,pydantic,pydantic-core,pygments,python-dateutil,pyyaml,referencing,requests,requests-oauthlib,rpds-py,rsa,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tornado,transformers,typing-extensions,typing-inspection,tzdata,websocket-client,wrapt,xxhash,zipp,uv,pip,maturin",
             "os": "linux",
             "arch": "x86_64,aarch64",
             "py_version": 312
diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt
index c5a14f46c..f00b987d2 100644
--- a/requirements.hashes.source.txt
+++ b/requirements.hashes.source.txt
@@ -8,6 +8,12 @@ a2a-sdk==0.3.24 \
 accelerate==1.13.0 \
     --hash=sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0 \
     --hash=sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236
+aiosqlite==0.22.1 \
+    --hash=sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+anyio==4.12.1 \
+    --hash=sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 authlib==1.6.9 \
     --hash=sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04 \
     --hash=sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3
@@ -57,6 +63,65 @@ chardet==7.0.1 \
     --hash=sha256:e51e1ff2c51b2d622d97c9737bd5ee9d9b9038f05b7dd8f9ea10b9e2d9674c24 \
     --hash=sha256:f661edbfa77b8683a503043ddc9b9fe9036cf28af13064200e11fa1844ded79c \
     --hash=sha256:fb14755377d8de845c69378bbaedc0e35109c21a43824450524fd9c3178792d5
+cryptography==46.0.4 \
+    --hash=sha256:01df4f50f314fbe7009f54046e908d1754f19d0c6d3070df1e6268c5a4af09fa \
+    --hash=sha256:0563655cb3c6d05fb2afe693340bc050c30f9f34e15763361cf08e94749401fc \
+    --hash=sha256:078e5f06bd2fa5aea5a324f2a09f914b1484f1d0c2a4d6a8a28c74e72f65f2da \
+    --hash=sha256:0a9ad24359fee86f131836a9ac3bffc9329e956624a2d379b613f8f8abaf5255 \
+    --hash=sha256:2067461c80271f422ee7bdbe79b9b4be54a5162e90345f86a23445a0cf3fd8a2 \
+    --hash=sha256:281526e865ed4166009e235afadf3a4c4cba6056f99336a99efba65336fd5485 \
+    --hash=sha256:2d08bc22efd73e8854b0b7caff402d735b354862f1145d7be3b9c0f740fef6a0 \
+    --hash=sha256:3c268a3490df22270955966ba236d6bc4a8f9b6e4ffddb78aac535f1a5ea471d \
+    --hash=sha256:3d425eacbc9aceafd2cb429e42f4e5d5633c6f873f5e567077043ef1b9bbf616 \
+    --hash=sha256:44cc0675b27cadb71bdbb96099cca1fa051cd11d2ade09e5cd3a2edb929ed947 \
+    --hash=sha256:47bcd19517e6389132f76e2d5303ded6cf3f78903da2158a671be8de024f4cd0 \
+    --hash=sha256:485e2b65d25ec0d901bca7bcae0f53b00133bf3173916d8e421f6fddde103908 \
+    --hash=sha256:5aa3e463596b0087b3da0dbe2b2487e9fc261d25da85754e30e3b40637d61f81 \
+    --hash=sha256:5f14fba5bf6f4390d7ff8f086c566454bff0411f6d8aa7af79c88b6f9267aecc \
+    --hash=sha256:62217ba44bf81b30abaeda1488686a04a702a261e26f87db51ff61d9d3510abd \
+    --hash=sha256:6225d3ebe26a55dbc8ead5ad1265c0403552a63336499564675b29eb3184c09b \
+    --hash=sha256:6bb5157bf6a350e5b28aee23beb2d84ae6f5be390b2f8ee7ea179cda077e1019 \
+    --hash=sha256:728fedc529efc1439eb6107b677f7f7558adab4553ef8669f0d02d42d7b959a7 \
+    --hash=sha256:766330cce7416c92b5e90c3bb71b1b79521760cdcfc3a6a1a182d4c9fab23d2b \
+    --hash=sha256:812815182f6a0c1d49a37893a303b44eaac827d7f0d582cecfc81b6427f22973 \
+    --hash=sha256:829c2b12bbc5428ab02d6b7f7e9bbfd53e33efd6672d21341f2177470171ad8b \
+    --hash=sha256:82a62483daf20b8134f6e92898da70d04d0ef9a75829d732ea1018678185f4f5 \
+    --hash=sha256:8a15fb869670efa8f83cbffbc8753c1abf236883225aed74cd179b720ac9ec80 \
+    --hash=sha256:8bf75b0259e87fa70bddc0b8b4078b76e7fd512fd9afae6c1193bcf440a4dbef \
+    --hash=sha256:91627ebf691d1ea3976a031b61fb7bac1ccd745afa03602275dda443e11c8de0 \
+    --hash=sha256:93d8291da8d71024379ab2cb0b5c57915300155ad42e07f76bea6ad838d7e59b \
+    --hash=sha256:9b34d8ba84454641a6bf4d6762d15847ecbd85c1316c0a7984e6e4e9f748ec2e \
+    --hash=sha256:9b4d17bc7bd7cdd98e3af40b441feaea4c68225e2eb2341026c84511ad246c0c \
+    --hash=sha256:9c2da296c8d3415b93e6053f5a728649a87a48ce084a9aaf51d6e46c87c7f2d2 \
+    --hash=sha256:a05177ff6296644ef2876fce50518dffb5bcdf903c85250974fc8bc85d54c0af \
+    --hash=sha256:a90e43e3ef65e6dcf969dfe3bb40cbf5aef0d523dff95bfa24256be172a845f4 \
+    --hash=sha256:a9556ba711f7c23f77b151d5798f3ac44a13455cc68db7697a1096e6d0563cab \
+    --hash=sha256:b1de0ebf7587f28f9190b9cb526e901bf448c9e6a99655d2b07fff60e8212a82 \
+    --hash=sha256:be8c01a7d5a55f9a47d1888162b76c8f49d62b234d88f0ff91a9fbebe32ffbc3 \
+    --hash=sha256:bfd019f60f8abc2ed1b9be4ddc21cfef059c841d86d710bb69909a688cbb8f59 \
+    --hash=sha256:c236a44acfb610e70f6b3e1c3ca20ff24459659231ef2f8c48e879e2d32b73da \
+    --hash=sha256:c411f16275b0dea722d76544a61d6421e2cc829ad76eec79280dbdc9ddf50061 \
+    --hash=sha256:c92010b58a51196a5f41c3795190203ac52edfd5dc3ff99149b4659eba9d2085 \
+    --hash=sha256:d5a45ddc256f492ce42a4e35879c5e5528c09cd9ad12420828c972951d8e016b \
+    --hash=sha256:daa392191f626d50f1b136c9b4cf08af69ca8279d110ea24f5c2700054d2e263 \
+    --hash=sha256:dc1272e25ef673efe72f2096e92ae39dea1a1a450dd44918b15351f72c5a168e \
+    --hash=sha256:dce1e4f068f03008da7fa51cc7abc6ddc5e5de3e3d1550334eaf8393982a5829 \
+    --hash=sha256:dd5aba870a2c40f87a3af043e0dee7d9eb02d4aff88a797b48f2b43eff8c3ab4 \
+    --hash=sha256:de0f5f4ec8711ebc555f54735d4c673fc34b65c44283895f1a08c2b49d2fd99c \
+    --hash=sha256:df4a817fa7138dd0c96c8c8c20f04b8aaa1fac3bbf610913dcad8ea82e1bfd3f \
+    --hash=sha256:e07ea39c5b048e085f15923511d8121e4a9dc45cee4e3b970ca4f0d338f23095 \
+    --hash=sha256:eeeb2e33d8dbcccc34d64651f00a98cb41b2dc69cef866771a5717e6734dfa32 \
+    --hash=sha256:fa0900b9ef9c49728887d1576fd8d9e7e3ea872fa9b25ef9b64888adc434e976 \
+    --hash=sha256:fdc3daab53b212472f1524d070735b2f0c214239df131903bae1d598016fa822
+datasets==4.4.2 \
+    --hash=sha256:6f5ef3417504d9cd663c71c1b90b9a494ff4c2076a2cd6a6e40ceee6ad95befc \
+    --hash=sha256:9de16e415c4ba4713eac0493f7c7dc74f3aa21599297f00cc6ddab409cb7b24b
+einops==0.8.2 \
+    --hash=sha256:54058201ac7087911181bfec4af6091bb59380360f069276601256a76af08193 \
+    --hash=sha256:609da665570e5e265e27283aab09e7f279ade90c4f01bcfca111f3d3e13f2827
+email-validator==2.3.0 \
+    --hash=sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4 \
+    --hash=sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426
 emoji==2.15.0 \
     --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
     --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
@@ -157,6 +222,9 @@ google-cloud-aiplatform==1.140.0 \
 google-cloud-bigquery==3.40.1 \
     --hash=sha256:75afcfb6e007238fe1deefb2182105249321145ff921784fe7b1de2b4ba24506 \
     --hash=sha256:9082a6b8193aba87bed6a2c79cf1152b524c99bb7e7ac33a785e333c09eac868
+google-cloud-resource-manager==1.16.0 \
+    --hash=sha256:cc938f87cc36c2672f062b1e541650629e0d954c405a4dac35ceedee70c267c3 \
+    --hash=sha256:fb9a2ad2b5053c508e1c407ac31abfd1a22e91c32876c1892830724195819a28
 google-cloud-storage==3.9.0 \
     --hash=sha256:2dce75a9e8b3387078cbbdad44757d410ecdb916101f8ba308abf202b6968066 \
     --hash=sha256:f2d8ca7db2f652be757e92573b2196e10fbc09649b5c016f8b422ad593c641cc
@@ -311,9 +379,18 @@ hf-xet==1.3.2 \
 huggingface-hub==0.36.2 \
     --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \
     --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270
+importlib-metadata==8.7.1 \
+    --hash=sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 jsonpath-ng==1.8.0 \
     --hash=sha256:54252968134b5e549ea5b872f1df1168bd7defe1a52fed5a358c194e1943ddc3 \
     --hash=sha256:b8dde192f8af58d646fc031fac9c99fe4d00326afc4148f1f043c601a8cfe138
+jsonschema==4.26.0 \
+    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
+    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+kubernetes==35.0.0 \
+    --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \
+    --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee
 langdetect==1.0.9 \
     --hash=sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a \
     --hash=sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0
@@ -419,12 +496,162 @@ markupsafe==3.0.3 \
     --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
+mcp==1.26.0 \
+    --hash=sha256:904a21c33c25aa98ddbeb47273033c435e595bbacfdb177f4bd87f6dceebe1ca \
+    --hash=sha256:db6e2ef491eecc1a0d93711a76f28dec2e05999f93afd48795da1c1137142c66
 msal==1.35.1 \
     --hash=sha256:70cac18ab80a053bff86219ba64cfe3da1f307c74b009e2da57ef040eb1b5656 \
     --hash=sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca \
     --hash=sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4
+multidict==6.7.1 \
+    --hash=sha256:026d264228bcd637d4e060844e39cdc60f86c479e463d49075dedc21b18fbbe0 \
+    --hash=sha256:03ede2a6ffbe8ef936b92cb4529f27f42be7f56afcdab5ab739cd5f27fb1cbf9 \
+    --hash=sha256:0458c978acd8e6ea53c81eefaddbbee9c6c5e591f41b3f5e8e194780fe026581 \
+    --hash=sha256:067343c68cd6612d375710f895337b3a98a033c94f14b9a99eff902f205424e2 \
+    --hash=sha256:08ccb2a6dc72009093ebe7f3f073e5ec5964cba9a706fa94b1a1484039b87941 \
+    --hash=sha256:0b38ebffd9be37c1170d33bc0f36f4f262e0a09bc1aac1c34c7aa51a7293f0b3 \
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+    --hash=sha256:d4f49cb5661344764e4c7c7973e92a47a59b8fc19b6523649ec9dc4960e58a03 \
+    --hash=sha256:d54ecf9f301853f2c5e802da559604b3e95bb7a3b01a9c295c6ee591b9882de8 \
+    --hash=sha256:d62b7f64ffde3b99d06b707a280db04fb3855b55f5a06df387236051d0668f4a \
+    --hash=sha256:d82dd730a95e6643802f4454b8fdecdf08667881a9c5670db85bc5a56693f122 \
+    --hash=sha256:da62917e6076f512daccfbbde27f46fed1c98fee202f0559adec8ee0de67f71a \
+    --hash=sha256:dd96c01a9dcd4889dcfcf9eb5544ca0c77603f239e3ffab0524ec17aea9a93ee \
+    --hash=sha256:df9f19c28adcb40b6aae30bbaa1478c389efd50c28d541d76760199fc1037c32 \
+    --hash=sha256:e1c5988359516095535c4301af38d8a8838534158f649c05dd1050222321bcb3 \
+    --hash=sha256:e628ef0e6859ffd8273c69412a2465c4be4a9517d07261b33334b5ec6f3c7489 \
+    --hash=sha256:e82d14e3c948952a1a85503817e038cba5905a3352de76b9a465075d072fba23 \
+    --hash=sha256:e954b24433c768ce78ab7929e84ccf3422e46deb45a4dc9f93438f8217fa2d34 \
+    --hash=sha256:eb0ce7b2a32d09892b3dd6cc44877a0d02a33241fafca5f25c8b6b62374f8b75 \
+    --hash=sha256:eb304767bca2bb92fb9c5bd33cedc95baee5bb5f6c88e63706533a1c06ad08c8 \
+    --hash=sha256:eb351f72c26dc9abe338ca7294661aa22969ad8ffe7ef7d5541d19f368dc854a \
+    --hash=sha256:ec6652a1bee61c53a3e5776b6049172c53b6aaba34f18c9ad04f82712bac623d \
+    --hash=sha256:f2a0a924d4c2e9afcd7ec64f9de35fcd96915149b2216e1cb2c10a56df483855 \
+    --hash=sha256:f33dc2a3abe9249ea5d8360f969ec7f4142e7ac45ee7014d8f8d5acddf178b7b \
+    --hash=sha256:f537b55778cd3cbee430abe3131255d3a78202e0f9ea7ffc6ada893a4bcaeea4 \
+    --hash=sha256:f5dd81c45b05518b9aa4da4aa74e1c93d715efa234fd3e8a179df611cc85e5f4 \
+    --hash=sha256:f99fe611c312b3c1c0ace793f92464d8cd263cc3b26b5721950d977b006b6c4d \
+    --hash=sha256:fa263a02f4f2dd2d11a7b1bb4362aa7cb1049f84a9235d31adf63f30143469a0 \
+    --hash=sha256:fc5907494fccf3e7d3f94f95c91d6336b092b5fc83811720fae5e2765890dfba \
+    --hash=sha256:fcee94dfbd638784645b066074b338bc9cc155d4b4bffa4adce1615c5a426c19
 multiprocess==0.70.18 \
     --hash=sha256:06b19433de0d02afe5869aec8931dd5c01d99074664f806c73896b0d9e527213 \
     --hash=sha256:0929ba95831adb938edbd5fb801ac45e705ecad9d100b3e653946b7716cb6bd3 \
@@ -535,6 +762,101 @@ opentelemetry-sdk==1.40.0 \
 opentelemetry-semantic-conventions==0.61b0 \
     --hash=sha256:072f65473c5d7c6dc0355b27d6c9d1a679d63b6d4b4b16a9773062cb7e31192a \
     --hash=sha256:fa530a96be229795f8cef353739b618148b0fe2b4b3f005e60e262926c4d38e2
+peft==0.18.1 \
+    --hash=sha256:0bf06847a3551e3019fc58c440cffc9a6b73e6e2962c95b52e224f77bbdb50f1 \
+    --hash=sha256:2dd0d6bfce936d1850e48aaddbd250941c5c02fc8ef3237cd8fd5aac35e0bae2
+pillow==12.1.0 \
+    --hash=sha256:00162e9ca6d22b7c3ee8e61faa3c3253cd19b6a37f126cad04f2f88b306f557d \
+    --hash=sha256:079af2fb0c599c2ec144ba2c02766d1b55498e373b3ac64687e43849fbbef5bc \
+    --hash=sha256:0b022eaaf709541b391ee069f0022ee5b36c709df71986e3f7be312e46f42c84 \
+    --hash=sha256:0c27407a2d1b96774cbc4a7594129cc027339fd800cd081e44497722ea1179de \
+    --hash=sha256:0ddedfaa8b5f0b4ffbc2fa87b556dc59f6bb4ecb14a53b33f9189713ae8053c0 \
+    --hash=sha256:0deedf2ea233722476b3a81e8cdfbad786f7adbed5d848469fa59fe52396e4ef \
+    --hash=sha256:0ed07dca4a8464bada6139ab38f5382f83e5f111698caf3191cb8dbf27d908b4 \
+    --hash=sha256:0fde7ec5538ab5095cc02df38ee99b0443ff0e1c847a045554cf5f9af1f4aa82 \
+    --hash=sha256:15c794d74303828eaa957ff8070846d0efe8c630901a1c753fdc63850e19ecd9 \
+    --hash=sha256:1a949604f73eb07a8adab38c4fe50791f9919344398bdc8ac6b307f755fc7030 \
+    --hash=sha256:1f345e7bc9d7f368887c712aa5054558bad44d2a301ddf9248599f4161abc7c0 \
+    --hash=sha256:1fcc52d86ce7a34fd17cb04e87cfdb164648a3662a6f20565910a99653d66c18 \
+    --hash=sha256:21e686a21078b0f9cb8c8a961d99e6a4ddb88e0fc5ea6e130172ddddc2e5221a \
+    --hash=sha256:2415373395a831f53933c23ce051021e79c8cd7979822d8cc478547a3f4da8ef \
+    --hash=sha256:277518bf4fe74aa91489e1b20577473b19ee70fb97c374aa50830b279f25841b \
+    --hash=sha256:27b9baecb428899db6c0de572d6d305cfaf38ca1596b5c0542a5182e3e74e8c6 \
+    --hash=sha256:29a4cef9cb672363926f0470afc516dbf7305a14d8c54f7abbb5c199cd8f8179 \
+    --hash=sha256:3413c2ae377550f5487991d444428f1a8ae92784aac79caa8b1e3b89b175f77e \
+    --hash=sha256:351889afef0f485b84078ea40fe33727a0492b9af3904661b0abbafee0355b72 \
+    --hash=sha256:3ffaa2f0659e2f740473bcf03c702c39a8d4b2b7ffc629052028764324842c64 \
+    --hash=sha256:40a8e3b9e8773876d6e30daed22f016509e3987bab61b3b7fe309d7019a87451 \
+    --hash=sha256:414b9a78e14ffeb98128863314e62c3f24b8a86081066625700b7985b3f529bd \
+    --hash=sha256:43aca0a55ce1eefc0aefa6253661cb54571857b1a7b2964bd8a1e3ef4b729924 \
+    --hash=sha256:43b4899cfd091a9693a1278c4982f3e50f7fb7cff5153b05174b4afc9593b616 \
+    --hash=sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a \
+    --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94 \
+    --hash=sha256:53d8b764726d3af1a138dd353116f774e3862ec7e3794e0c8781e30db0f35dfc \
+    --hash=sha256:565c986f4b45c020f5421a4cea13ef294dde9509a8577f29b2fc5edc7587fff8 \
+    --hash=sha256:5c5ae0a06e9ea030ab786b0251b32c7e4ce10e58d983c0d5c56029455180b5b9 \
+    --hash=sha256:5cb7bc1966d031aec37ddb9dcf15c2da5b2e9f7cc3ca7c54473a20a927e1eb91 \
+    --hash=sha256:5da841d81b1a05ef940a8567da92decaa15bc4d7dedb540a8c219ad83d91808a \
+    --hash=sha256:5fee4c04aad8932da9f8f710af2c1a15a83582cfb884152a9caa79d4efcdbf9c \
+    --hash=sha256:609e89d9f90b581c8d16358c9087df76024cf058fa693dd3e1e1620823f39670 \
+    --hash=sha256:6258f3260986990ba2fa8a874f8b6e808cf5abb51a94015ca3dc3c68aa4f30ea \
+    --hash=sha256:64efdf00c09e31efd754448a383ea241f55a994fd079866b92d2bbff598aad91 \
+    --hash=sha256:65b80c1ee7e14a87d6a068dd3b0aea268ffcabfe0498d38661b00c5b4b22e74c \
+    --hash=sha256:6741e6f3074a35e47c77b23a4e4f2d90db3ed905cb1c5e6e0d49bff2045632bc \
+    --hash=sha256:681088909d7e8fa9e31b9799aaa59ba5234c58e5e4f1951b4c4d1082a2e980e0 \
+    --hash=sha256:6b7a9d1db5dad90e2991645874f708e87d9a3c370c243c2d7684d28f7e133e6b \
+    --hash=sha256:7315f9137087c4e0ee73a761b163fc9aa3b19f5f606a7fc08d83fd3e4379af65 \
+    --hash=sha256:742aea052cf5ab5034a53c3846165bc3ce88d7c38e954120db0ab867ca242661 \
+    --hash=sha256:75af0b4c229ac519b155028fa1be632d812a519abba9b46b20e50c6caa184f19 \
+    --hash=sha256:7b5dd7cbae20285cdb597b10eb5a2c13aa9de6cde9bb64a3c1317427b1db1ae1 \
+    --hash=sha256:7d6daa89a00b58c37cb1747ec9fb7ac3bc5ffd5949f5888657dfddde6d1312e0 \
+    --hash=sha256:800429ac32c9b72909c671aaf17ecd13110f823ddb7db4dfef412a5587c2c24e \
+    --hash=sha256:806f3987ffe10e867bab0ddad45df1148a2b98221798457fa097ad85d6e8bc75 \
+    --hash=sha256:808b99604f7873c800c4840f55ff389936ef1948e4e87645eaf3fccbc8477ac4 \
+    --hash=sha256:80941e6d573197a0c28f394753de529bb436b1ca990ed6e765cf42426abc39f8 \
+    --hash=sha256:84cabc7095dd535ca934d57e9ce2a72ffd216e435a84acb06b2277b1de2689bd \
+    --hash=sha256:8637e29d13f478bc4f153d8daa9ffb16455f0a6cb287da1b432fdad2bfbd66c7 \
+    --hash=sha256:896866d2d436563fa2a43a9d72f417874f16b5545955c54a64941e87c1376c61 \
+    --hash=sha256:8e178e3e99d3c0ea8fc64b88447f7cac8ccf058af422a6cedc690d0eadd98c51 \
+    --hash=sha256:907bfa8a9cb790748a9aa4513e37c88c59660da3bcfffbd24a7d9e6abf224551 \
+    --hash=sha256:9212d6b86917a2300669511ed094a9406888362e085f2431a7da985a6b124f45 \
+    --hash=sha256:92a7fe4225365c5e3a8e598982269c6d6698d3e783b3b1ae979e7819f9cd55c1 \
+    --hash=sha256:935b9d1aed48fcfb3f838caac506f38e29621b44ccc4f8a64d575cb1b2a88644 \
+    --hash=sha256:97e9993d5ed946aba26baf9c1e8cf18adbab584b99f452ee72f7ee8acb882796 \
+    --hash=sha256:983976c2ab753166dc66d36af6e8ec15bb511e4a25856e2227e5f7e00a160587 \
+    --hash=sha256:9f5fefaca968e700ad1a4a9de98bf0869a94e397fe3524c4c9450c1445252304 \
+    --hash=sha256:a332ac4ccb84b6dde65dbace8431f3af08874bf9770719d32a635c4ef411b18b \
+    --hash=sha256:a40905599d8079e09f25027423aed94f2823adaf2868940de991e53a449e14a8 \
+    --hash=sha256:a6dfc2af5b082b635af6e08e0d1f9f1c4e04d17d4e2ca0ef96131e85eda6eb17 \
+    --hash=sha256:a786bf667724d84aa29b5db1c61b7bfdde380202aaca12c3461afd6b71743171 \
+    --hash=sha256:a83e0850cb8f5ac975291ebfc4170ba481f41a28065277f7f735c202cd8e0af3 \
+    --hash=sha256:aa0c9cc0b82b14766a99fbe6084409972266e82f459821cd26997a488a7261a7 \
+    --hash=sha256:b17fbdbe01c196e7e159aacb889e091f28e61020a8abeac07b68079b6e626988 \
+    --hash=sha256:b63e13dd27da389ed9475b3d28510f0f954bca0041e8e551b2a4eb1eab56a39a \
+    --hash=sha256:b6e53e82ec2db0717eabb276aa56cf4e500c9a7cec2c2e189b55c24f65a3e8c0 \
+    --hash=sha256:bb0984b30e973f7e2884362b7d23d0a348c7143ee559f38ef3eaab640144204c \
+    --hash=sha256:bc11908616c8a283cf7d664f77411a5ed2a02009b0097ff8abbba5e79128ccf2 \
+    --hash=sha256:bdec5e43377761c5dbca620efb69a77f6855c5a379e32ac5b158f54c84212b14 \
+    --hash=sha256:bef9768cab184e7ae6e559c032e95ba8d07b3023c289f79a2bd36e8bf85605a5 \
+    --hash=sha256:c990547452ee2800d8506c4150280757f88532f3de2a58e3022e9b179107862a \
+    --hash=sha256:ca94b6aac0d7af2a10ba08c0f888b3d5114439b6b3ef39968378723622fed377 \
+    --hash=sha256:cad302dc10fac357d3467a74a9561c90609768a6f73a1923b0fd851b6486f8b0 \
+    --hash=sha256:d0a7735df32ccbcc98b98a1ac785cc4b19b580be1bdf0aeb5c03223220ea09d5 \
+    --hash=sha256:d70347c8a5b7ccd803ec0c85c8709f036e6348f1e6a5bf048ecd9c64d3550b8b \
+    --hash=sha256:d70534cea9e7966169ad29a903b99fc507e932069a881d0965a1a84bb57f6c6d \
+    --hash=sha256:db44d5c160a90df2d24a24760bbd37607d53da0b34fb546c4c232af7192298ac \
+    --hash=sha256:e115c15e3bc727b1ca3e641a909f77f8ca72a64fff150f666fcc85e57701c26c \
+    --hash=sha256:e2479c7f02f9d505682dc47df8c0ea1fc5e264c4d1629a5d63fe3e2334b89554 \
+    --hash=sha256:e5dcbe95016e88437ecf33544ba5db21ef1b8dd6e1b434a2cb2a3d605299e643 \
+    --hash=sha256:e6bdb408f7c9dd2a5ff2b14a3b0bb6d4deb29fb9961e6eb3ae2031ae9a5cec13 \
+    --hash=sha256:e75d3dba8fc1ddfec0cd752108f93b83b4f8d6ab40e524a95d35f016b9683b09 \
+    --hash=sha256:efdc140e7b63b8f739d09a99033aa430accce485ff78e6d311973a67b6bf3208 \
+    --hash=sha256:f10c98f49227ed8383d28174ee95155a675c4ed7f85e2e573b04414f7e371bda \
+    --hash=sha256:f188028b5af6b8fb2e9a76ac0f841a575bd1bd396e46ef0840d9b88a48fdbcea \
+    --hash=sha256:f188d580bd870cda1e15183790d1cc2fa78f666e76077d103edf048eed9c356e \
+    --hash=sha256:f45bd71d1fa5e5749587613037b172e0b3b23159d1c00ef2fc920da6f470e6f0 \
+    --hash=sha256:f61333d817698bdcdd0f9d7793e365ac3d2a21c1f1eb02b32ad6aefb8d8ea831 \
+    --hash=sha256:fb125d860738a09d363a88daa0f59c4533529a90e564785e20fe875b200b6dbd
 polyleven==0.11.0 \
     --hash=sha256:046e90c02c5b8dae2ab71c4fb33772bd6f27b7883b05e2117573bf478b5ced44 \
     --hash=sha256:05207bb66da15a2dc5c530e2f5cb5f0588d0a7e79b3bd542965f9e06e3fb14fe \
@@ -608,6 +930,9 @@ polyleven==0.11.0 \
     --hash=sha256:ec83e88b28a77d3be353e13840893cc57a7d9272a07c7dac169de3578c0d2025 \
     --hash=sha256:ef28c4c6cdc71a32f0478772d2f07b2cd412fe7950182033b1c36c8a481b0834 \
     --hash=sha256:fa49732cdecd985241db9f78d5fdba7170ba6375d2bf9ad040b05127dc96b877
+prometheus-client==0.24.1 \
+    --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \
+    --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9
 proto-plus==1.27.1 \
     --hash=sha256:912a7460446625b792f6448bade9e55cd4e41e6ac10e27009ef71a7f317fa147 \
     --hash=sha256:e4643061f3a4d0de092d62aa4ad09fa4756b2cbb89d4627f3985018216f9fefc
@@ -647,6 +972,9 @@ psutil==7.2.2 \
 pyaml==26.2.1 \
     --hash=sha256:489dd82997235d4cfcf76a6287fce2f075487d77a6567c271e8d790583690c68 \
     --hash=sha256:6261c2f0a2f33245286c794ad6ec234be33a73d2b05427079fd343e2812a87cf
+pycparser==3.0 \
+    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pycryptodomex==3.23.0 \
     --hash=sha256:02d87b80778c171445d67e23d1caef279bf4b25c3597050ccd2e13970b57fd51 \
     --hash=sha256:06698f957fe1ab229a99ba2defeeae1c09af185baa909a31a5d1f9d42b1aaed6 \
@@ -701,6 +1029,9 @@ pythainlp==5.2.0 \
 python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
+python-multipart==0.0.22 \
+    --hash=sha256:2b2cd894c83d21bf49d702499531c7bafd057d730c201782048f7945d82de155 \
+    --hash=sha256:7340bef99a7e0032613f56dc36027b959fd3b30a787ed62d310e951f7c3a3a58
 pytz==2026.1.post1 \
     --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \
     --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a
@@ -831,47 +1162,198 @@ sentence-transformers==5.2.3 \
 sse-starlette==3.3.2 \
     --hash=sha256:5c3ea3dad425c601236726af2f27689b74494643f57017cafcb6f8c9acfbb862 \
     --hash=sha256:678fca55a1945c734d8472a6cad186a55ab02840b4f6786f5ee8770970579dcd
+starlette==0.52.1 \
+    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74 \
+    --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933
 tenacity==9.1.4 \
     --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \
     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-torch==2.9.0 \
-    --hash=sha256:01cff95ecd9a212ea2f141db28acccdceb6a4c54f64e6c51091146f5e2a772c6 \
-    --hash=sha256:030bbfe367379ae6a4ae4042b6c44da25383343b8b3c68abaa9c7231efbaf2dd \
-    --hash=sha256:33f58e9a102a91259af289d50525c30323b5c9ae1d31322b6447c0814da68695 \
-    --hash=sha256:3f6aad4d2f0ee2248bac25339d74858ff846c3969b27d14ac235821f055af83d \
-    --hash=sha256:413e1654c9203733138858780e184d9fc59442f0b3b209e16f39354eb893db9b \
-    --hash=sha256:4582b162f541651f0cb184d3e291c05c2f556c7117c64a9873e2ee158d40062b \
-    --hash=sha256:51cb63902182a78e90886e8068befd8ea102af4b00e420263591a3d70c7d3c6c \
-    --hash=sha256:51de31219c97c51cf4bf2be94d622e3deb5dcc526c6dc00e97c17eaec0fc1d67 \
-    --hash=sha256:614a185e4986326d526a91210c8fc1397e76e8cfafa78baf6296a790e53a9eec \
-    --hash=sha256:64693568f5dc4dbd5f880a478b1cea0201cc6b510d91d1bc54fea86ac5d1a637 \
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-    --hash=sha256:f8ed31ddd7d10bfb3fbe0b9fe01b1243577f13d75e6f4a0839a283915ce3791e
+termcolor==3.3.0 \
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+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+tokenizers==0.22.2 \
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+    --hash=sha256:9ce725d22864a1e965217204946f830c37876eee3b2ba6fc6255e8e903d5fcbc \
+    --hash=sha256:a6bf3f88c554a2b653af81f3204491c818ae2ac6fbc09e76ef4773351292bc92 \
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+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48 \
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+    --hash=sha256:e10bf9113d209be7cd046d40fbabbaf3278ff6d18eb4da4c500443185dc1896c \
+    --hash=sha256:f01a9c019878532f98927d2bacb79bbb404b43d3437455522a00a30718cdedb5
+torch==2.9.1 \
+    --hash=sha256:07c8a9660bc9414c39cac530ac83b1fb1b679d7155824144a40a54f4a47bfa73 \
+    --hash=sha256:0a2bd769944991c74acf0c4ef23603b9c777fdf7637f115605a4b2d8023110c7 \
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+    --hash=sha256:19d144d6b3e29921f1fc70503e9f2fc572cde6a5115c0c0de2f7ca8b1483e8b6 \
+    --hash=sha256:1cc208435f6c379f9b8fdfd5ceb5be1e3b72a6bdf1cb46c0d2812aa73472db9e \
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+    --hash=sha256:27331cd902fb4322252657f3902adf1c4f6acad9dcad81d8df3ae14c7c4f07c4 \
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+    --hash=sha256:c29455d2b910b98738131990394da3e50eea8291dfeb4b12de71ecf1fdeb21cb \
+    --hash=sha256:c432d04376f6d9767a9852ea0def7b47a7bbc8e7af3b16ac9cf9ce02b12851c9 \
+    --hash=sha256:c88d3299ddeb2b35dcc31753305612db485ab6f1823e37fb29451c8b2732b87e \
+    --hash=sha256:cb10896a1f7fedaddbccc2017ce6ca9ecaaf990f0973bdfcf405439750118d2c \
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+    --hash=sha256:d187566a2cdc726fc80138c3cdb260970fab1c27e99f85452721f7759bbd554d \
+    --hash=sha256:da5f6f4d7f4940a173e5572791af238cb0b9e21b1aab592bd8b26da4c99f1cd6
+tqdm==4.67.3 \
+    --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+tree-sitter==0.25.2 \
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+    --hash=sha256:0c8b6682cac77e37cfe5cf7ec388844957f48b7bd8d6321d0ca2d852994e10d5 \
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+    --hash=sha256:b8d4429954a3beb3e844e2872610d2a4800ba4eb42bb1990c6a4b1949b18459f \
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+    --hash=sha256:c0c0ab5f94938a23fe81928a21cc0fac44143133ccc4eb7eeb1b92f84748331c \
+    --hash=sha256:c2f8e7d6b2f8489d4a9885e3adcaef4bc5ff0a275acd990f120e29c4ab3395c5 \
+    --hash=sha256:cc0351cfe5022cec5a77645f647f92a936b38850346ed3f6d6babfbeeeca4d26 \
+    --hash=sha256:d77605e0d353ba3fe5627e5490f0fbfe44141bafa4478d88ef7954a61a848dae \
+    --hash=sha256:dd12d80d91d4114ca097626eb82714618dcdfacd6a5e0955216c6485c350ef99 \
+    --hash=sha256:ddabfff809ffc983fc9963455ba1cecc90295803e06e140a4c83e94c1fa3d960 \
+    --hash=sha256:eac4e8e4c7060c75f395feec46421eb61212cb73998dbe004b7384724f3682ab \
+    --hash=sha256:f5ddcd3e291a749b62521f71fc953f66f5fd9743973fd6dd962b092773569601 \
+    --hash=sha256:fbb1706407c0e451c4f8cc016fec27d72d4b211fdd3173320b1ada7a6c74c3ac \
+    --hash=sha256:fe43c158555da46723b28b52e058ad444195afd1db3ca7720c59a254544e9c20
+triton==3.5.1 \
+    --hash=sha256:02c770856f5e407d24d28ddc66e33cf026e6f4d360dcb8b2fabe6ea1fc758621 \
+    --hash=sha256:0b4d2c70127fca6a23e247f9348b8adde979d2e7a20391bfbabaac6aebc7e6a8 \
+    --hash=sha256:275a045b6ed670dd1bd005c3e6c2d61846c74c66f4512d6f33cc027b11de8fd4 \
+    --hash=sha256:56765ffe12c554cd560698398b8a268db1f616c120007bfd8829d27139abd24a \
+    --hash=sha256:5fc53d849f879911ea13f4a877243afc513187bc7ee92d1f2c0f1ba3169e3c94 \
+    --hash=sha256:61413522a48add32302353fdbaaf92daaaab06f6b5e3229940d21b5207f47579 \
+    --hash=sha256:8932391d7f93698dfe5bc9bead77c47a24f97329e9f20c10786bb230a9083f56 \
+    --hash=sha256:bac7f7d959ad0f48c0e97d6643a1cc0fd5786fe61cb1f83b537c6b2d54776478 \
+    --hash=sha256:d0637b1efb1db599a8e9dc960d53ab6e4637db7d4ab6630a0974705d77b14b60 \
+    --hash=sha256:d2c6b915a03888ab931a9fd3e55ba36785e1fe70cbea0b40c6ef93b20fc85232 \
+    --hash=sha256:da47169e30a779bade679ce78df4810fca6d78a955843d2ddb11f226adc517dc \
+    --hash=sha256:f3f4346b6ebbd4fad18773f5ba839114f4826037c9f2f34e0148894cd5dd3dba \
+    --hash=sha256:f617aa7925f9ea9968ec2e1adaf93e87864ff51549c8f04ce658f29bbdb71e2d \
+    --hash=sha256:f63e34dcb32d7bd3a1d0195f60f30d2aee8b08a69a0424189b71017e23dfc3d2
 trl==0.29.0 \
     --hash=sha256:7d49cb1526c55cc1d798d921d9d91bb84a35ad5c645d6277441ffb7a30a233aa \
     --hash=sha256:b1c9f756a3d73c5457b7025b0c7bb9792873a87a2f3841cccf4f9d4f0e9ab273
+urllib3==2.6.3 \
+    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uvicorn==0.41.0 \
     --hash=sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a \
     --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad \
     --hash=sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159
+websockets==16.0 \
+    --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
+    --hash=sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a \
+    --hash=sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe \
+    --hash=sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e \
+    --hash=sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec \
+    --hash=sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1 \
+    --hash=sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64 \
+    --hash=sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3 \
+    --hash=sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8 \
+    --hash=sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206 \
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+    --hash=sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00 \
+    --hash=sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e \
+    --hash=sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b \
+    --hash=sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72 \
+    --hash=sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39 \
+    --hash=sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9 \
+    --hash=sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79 \
+    --hash=sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0 \
+    --hash=sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac \
+    --hash=sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35 \
+    --hash=sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0 \
+    --hash=sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5 \
+    --hash=sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c \
+    --hash=sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8 \
+    --hash=sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1 \
+    --hash=sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244 \
+    --hash=sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3 \
+    --hash=sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767 \
+    --hash=sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a \
+    --hash=sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d \
+    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd \
+    --hash=sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e \
+    --hash=sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944 \
+    --hash=sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d \
+    --hash=sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4 \
+    --hash=sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5 \
+    --hash=sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904 \
+    --hash=sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde \
+    --hash=sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f \
+    --hash=sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c \
+    --hash=sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89 \
+    --hash=sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da \
+    --hash=sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4
 yarl==1.23.0 \
     --hash=sha256:03214408cfa590df47728b84c679ae4ef00be2428e11630277be0727eba2d7cc \
     --hash=sha256:041b1a4cefacf65840b4e295c6985f334ba83c30607441ae3cf206a0eed1a2e4 \
diff --git a/requirements.hashes.wheel.txt b/requirements.hashes.wheel.txt
index c38198cf5..509554796 100644
--- a/requirements.hashes.wheel.txt
+++ b/requirements.hashes.wheel.txt
@@ -1,291 +1,217 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal
---index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/
+#    uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal
+--index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple/
 
 aiohappyeyeballs==2.6.1 \
-    --hash=sha256:eff0885546faac493fa18997b9e5158ea7a56a36ee3222b744bab31808e3f3f8
+    --hash=sha256:e63730c7e8303fe9b9b25dfdf72f49ed74380176609a5d11cf7b634058e986d9
 aiohttp==3.13.3 \
-    --hash=sha256:b170fe2ac5f84453b4b5c18017f6dfb101dc052d7647ed7726cc139b057c12b8 \
-    --hash=sha256:baa9ead7e6a15fb47330101ebe4a4fe997b36ede1fa8a33d438e9dfbd8b2035e \
-    --hash=sha256:bc56021945f304b3cb066e4e1c1f364747bedaf8fef6e139be63f1b192558330 \
-    --hash=sha256:c418ae157c77de1c7314313d767efcdf2243dc0122beddeafd2f3bab73ad0ed8
+    --hash=sha256:19f57e62cb4ee5baf6463ea09a386f91fd82d18bbb6f01fd69462ebb7493f1c6 \
+    --hash=sha256:3ad7241c57279824a2811527054c8c9ee7ed9d4c6d5fbdaba0e3a8ea95d294a4 \
+    --hash=sha256:94979f5fa2dc9851d95b17e261751c89b015755965c4fc4cfb8f74bc16ab56e9 \
+    --hash=sha256:f5822387dc614d75cd1b5526b4810e6c6657683fc483de0d83f87a9b0bc46ee5
 aiosignal==1.4.0 \
-    --hash=sha256:9d5af4742d4552e8a3f2fbd48237e07cab578e7175af2f952c420d2e98b731f0
-aiosqlite==0.22.1 \
-    --hash=sha256:2e85580d41e992ed45e1aafce66ac4c23b7bd7cf842dc5209a39b95c11497115
+    --hash=sha256:3c0c9158993d1dce3bb3dc3f83687bbc7c9bcb2b335b7f31f58ecdbb238ef522
 annotated-doc==0.0.4 \
-    --hash=sha256:cf904ba25da8611ae3274f2af1d6e82275e452113f7774505e723a21957c10d6
+    --hash=sha256:c89c1eecf9bbb3c67a46ecb28b6c513fe9c647abe01f6c3f12b76e6a86e5ce59
 annotated-types==0.7.0 \
-    --hash=sha256:fcdc578cef2d4fd8770abc0ceb0241c68c992698aa7a5f945ce67651dd585cfb
-anyio==4.12.1 \
-    --hash=sha256:e18da418b6421e6735231319ea8ae4262f68b52b8dbcb4699a7a14f89cfb2b15
+    --hash=sha256:2733aff720ce5f6d66ae1d604eb26acd62cb4adfebfab06a69323e8555c38c38
 asyncpg==0.31.0 \
-    --hash=sha256:30b9415c515d7aeeb78a2973398c110b021bbc8c4b664a50309c8a7a59f850e6 \
-    --hash=sha256:d5fcd8eb91e0624dbbd391062d529ec24ac41e0665c6aa4df719f6682856b318 \
-    --hash=sha256:fb62c7c0a0ecf71ebb9ba83bd67965dd8c8349c1fdb12225b4f76c11f04dcc46
+    --hash=sha256:24fc75787a74ed076025b7eaaf29dab8b072d353ab653d670eeb6f122dfd2399 \
+    --hash=sha256:8bbd3aac5003539d4aece38b90c4e736a5725fe6d7b255abdf85a759ee8a264a
 attrs==25.4.0 \
-    --hash=sha256:6d626bc22c041e7c3a84117f6d65a2be8eba3b58a83d3d110c58ee71db234b1e
+    --hash=sha256:06d555c93c3d6ca4286a4a10a7ab7e6a1a63f658d59496378491861c05db3637
 cffi==2.0.0 \
-    --hash=sha256:59a31b51151b49adbbcd58c0542ea5b0eddc74fd18e5cb5d4deffc97e4c93388 \
-    --hash=sha256:92f0b76faee1feab91508f8c932b54fd9a9203986b156761a5bf266addd23f25 \
-    --hash=sha256:d6f66e891be32d0acc7933c7ff9f55285da5b73a1364e8d222bf1e9241b06a6a \
-    --hash=sha256:fe96da20ecfe1e84563b411a2996740d2891d126aeef9e19476563c22dca65d8
+    --hash=sha256:83b5372558fe6d1123e42dc556f916a7fe24276c3b20891adb46cb9a983aeea6 \
+    --hash=sha256:ea05eba638d0d142ca2d897d001118dfaf40695ef814f41ec711ee2f76de6b12 \
+    --hash=sha256:f1e4bbd1377cacde74f4079aef4efc4b30881f02c3c529d6d7c50935ea50aed2 \
+    --hash=sha256:ff62ed4a733ce357559d94f332da906f21fcc08568203db9ade517cb8c07de65
 charset-normalizer==3.4.4 \
-    --hash=sha256:ccdd9a2c5c46da6335354acd6a04ef80e2eb2804a8ed58f932b7f5ae345c5891
+    --hash=sha256:c48255ca7e1d1c711b26dcc2ef623e9e62cacf08a9808b1dc0b92079c25e3b13
 chevron==0.14.0 \
-    --hash=sha256:215f5e3e7ac75d150eadfc0f8c651b3815dc36813e122484b1ed68e142e5adfb
+    --hash=sha256:73ab566fda5f1dc80868a5e102d2ad3a24fed0695f79f856dbd2409c783946ff
 click==8.3.1 \
-    --hash=sha256:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307
-cryptography==46.0.4 \
-    --hash=sha256:26ffa7666abe41b7b75905f7353c43ff4e812cf7f5b2b253ec3bcddd0d29e7a1 \
-    --hash=sha256:b1352b1c73e908b825c91e8fe23f24775fcebca7d59f66a6864e4dcf6fdd6323
-datasets==4.4.2 \
-    --hash=sha256:a022a72b5ff21868e78e7ea66f8bb2eeaee632f354574643561bea6c224ab915
+    --hash=sha256:68724ff0beb02b562290714e5b2e9e562d068508d57f1eeb19e80c1cd4f0ab82
 dill==0.4.0 \
-    --hash=sha256:e09f4727f6f6c193a79c01826c5221fc26a16022279e4bf38cc3d35ff4197af4
+    --hash=sha256:cda3d7c8bc64a12817ca8fb2fc7f2600be297e90b6632635f4244102d2a7b656
 distro==1.9.0 \
-    --hash=sha256:14a63983246dce4a649b0994f909f6e225197c0adb86f68f4be1252309a5c603
+    --hash=sha256:df1ea6345a697c07da4b765e6f86d878f225457ee112ae9767f9d9933dcc39bb
 dnspython==2.8.0 \
-    --hash=sha256:a7e8d88ef436501e0c667ff4e7251f20297a0c705b83060868bcb259f9f3f41e
+    --hash=sha256:74bf30b251bb9b896fcd8e124d8f96dad4d9a5fb90eae14a6d330c0f084bc410
 docstring-parser==0.17.0 \
-    --hash=sha256:21e00984db7761fc91c701857ce566595ca7b65285f469c8da888b509a9ac714
+    --hash=sha256:62070e092555acd56b2b4d2657c9bc6a3b52e47326a5bd27afe87105affa2886
 durationpy==0.10 \
-    --hash=sha256:c0a086dd504baa2364a2da2de6d2bd15b2eca7971c66da3c2695006bebfe93dc
-einops==0.8.2 \
-    --hash=sha256:83fed57f4f0858060494b9e7b32f3d08904225b3f1a1a3bc2a47d43bdf72757e
-email-validator==2.3.0 \
-    --hash=sha256:3b8ed50b89b305b8e8f5a99e3f7c80e65da28e9c19dff90f4f6d9e5c72f8c081
+    --hash=sha256:455a503b0c1f1cdd5cfb482462b34208b17d94e0992d5e3e417f4d804cc6273c
 faiss-cpu==1.12.0 \
-    --hash=sha256:004aa246c589767439e210c275e20f64a5d3e0ee844df7d1ada4612b4c27e348 \
-    --hash=sha256:06d06d210105c6769ca1c93c5111ce0a1a7ed2f239b2f666ccb2af7c90f42383 \
-    --hash=sha256:4aadb7cfceacda36ff1738fe64af1c16e77f739105bb26246c683572c28db123 \
-    --hash=sha256:8a2cc05c9459d0e22d05d1996f2e3a8b25b50cfc0ea9530a5422873048196a83 \
-    --hash=sha256:b769fa38427cea3ee56e74af41e04578e5a3bee1389dde6e62116b2a2ac90dda \
-    --hash=sha256:d164c65eb35d98f5ea8422b88c9b2645bdc091d3ab9829808699f81fdf7e6c1d
+    --hash=sha256:45b9c17e4900c677b9af436f78a2c7b3ae1313dbbfef9c5f5344d0a0b1a61396 \
+    --hash=sha256:5e0be39243927706257e57af677aea07e15c80a40634e9909db52457b6d8b652
 fire==0.7.1 \
-    --hash=sha256:833e042e12ce8f590b8a557f90fad4977d355534bc034b30185458ffe6acb638
+    --hash=sha256:bdd219aadec3008f29776c80f7763812e5a79053912b9eae652990853143c11b
 frozenlist==1.8.0 \
-    --hash=sha256:41a5c624d79ec4157746ada9e19a1da4c3d1b3f5fde9e3f8ac85f7eed9126af9 \
-    --hash=sha256:89573b85be77e89a114dc8d1983456091f6c01ff482d31aec2585df0c00de2c5 \
-    --hash=sha256:b4fdb636be50043b56a9589b8690a104d7d9ddc72d79058171735fe15eadcc39 \
-    --hash=sha256:d7bcd7c1b48b3851acba9e7a11f951c117a654e60004adcbe98425b3f4114057
+    --hash=sha256:1a2bbca4a1d1f0b362b7cd0e0bb884e1f70987c78ad86d9d12cf6b73e7166842 \
+    --hash=sha256:4375de3d5f92c98585634f4e2b6b82404b0ae4d53c53ef388f3d8b98e9c49ebf \
+    --hash=sha256:5a736ad41b21d07003d356b1d3064853afa11a0dee72f1878a5db63db3409888 \
+    --hash=sha256:7fcb24d46b7b8c861a41a9a8b9cfe1f1059ad1a5451a93da42ecdd70182caa4c
 fsspec==2025.10.0 \
-    --hash=sha256:0b0286f736ac841b0e518cfbd9ec04da01d82726e8ffb5d1a7ae185e041146b2
+    --hash=sha256:f4295eca3b7a757fb18c27564c71d2d05ba20c239d1298711177ee628cb7533f
 google-cloud-core==2.5.0 \
-    --hash=sha256:6fbf78b1f08be891d896310309e576f66565a19a79334575db9cececde4fe948
-google-cloud-resource-manager==1.16.0 \
-    --hash=sha256:0258bea03e95912ad68a24dae00ff3a288cc1b73aa49f9a135bfd39118811c58
+    --hash=sha256:e183f95713ce7b5b180463eeeb1b46d4bc397503ae50b6f78e6740f9ab9becad
 google-crc32c==1.8.0 \
-    --hash=sha256:aa358fd96bbc33eddfccd794e8bf77b7cd1b02b5b857518139dcc0b328392cf6
+    --hash=sha256:79d8512d5ccfdeac4b82ff1c0d16941f03a7be91be0ec35099bd5c4c791e2e74
 google-resumable-media==2.8.0 \
-    --hash=sha256:bdf13a0ceec8ba97622165ceeb789e6f0fb7c1614665be246b819811ca661f9c
+    --hash=sha256:fd31c9cb89e489e81cfb8310e74135774c6cba43aaf2d39a6a8614fa9adbc4be
 googleapis-common-protos==1.72.0 \
-    --hash=sha256:b530c484aa7341cab24eda0b801abc608c85da52ff9002d8a485e2f9d9d302c5
+    --hash=sha256:f09fc4740f11f52361600c7f3c7a116f8cb534bc67313b94e5a73333d2c5b3d4
 grpc-google-iam-v1==0.14.3 \
-    --hash=sha256:b29d3adb3873130b93f289e44449166586cd684bfdaccc8a4c4d35dc0e3ce9df
+    --hash=sha256:1a24e802b8adb4416d133b3d90fe43bd88b881b8806d8402bae04f7052a9f7fa
 h11==0.16.0 \
-    --hash=sha256:a485f5bfa77401603f78cff4db5bb4dbaadb947a3da8eae068cd05b6bb4aab66
+    --hash=sha256:2d9f5c55b31f88fb9b55b2c5750d325e5e5dbcb2672d08eb1f0121bba9ee72df
 httpcore==1.0.9 \
-    --hash=sha256:5af3f1b09e795d5548d5030be3d4191e65113cfdac21968c82bf0cddf15ec313
+    --hash=sha256:5dcd3467785a24052da9c11f089ec6adaa561e796910af83dfc065e4d72dc79f
 httpx==0.28.1 \
-    --hash=sha256:c75bc8d287ff8e92be7e4359732032ba1b93fa3f920ee1cb179ba09bb613dc7a
+    --hash=sha256:bd045b6f2958f98a2dd325ceb407d65980e0cb8fafc5d4f5cec20d7bda6374c1
 httpx-sse==0.4.3 \
-    --hash=sha256:74d0e4713b33a61ca0083d00841f00f12d6b3dd311edb62ccc85809b607b9fb5
+    --hash=sha256:b8c7f0641e92eb1b6119c02803a7f541765a9967778bb31f0bec06654bbb618b
 idna==3.11 \
-    --hash=sha256:e1049ef074501ba8c5d802d712b257889257f6d2f460f959f26c4b2d4375923c
-importlib-metadata==8.7.1 \
-    --hash=sha256:a3f29411f5f628be21c445082ff4f844a26ff1a0893d6fabaa55509c63ddbfaf
+    --hash=sha256:4c792a69b0c96274db373531875f687f61350e5cc4e0d8596da56db7c7f5dd4c
 jinja2==3.1.6 \
-    --hash=sha256:961c7281585491fb02ca0027b29e9ffc7a1bd7b52a5e03095f3a4e3afc42336e
+    --hash=sha256:2ecc5e3b2c0ce9166c55a01d1df2fe52e3f74418e6193ca6bf08c6b08e2b47ac
 jiter==0.12.0 \
-    --hash=sha256:3ad7e5a7502b62d032b17c4b1bd71ad3049c810358913642abbf5254f3e5c455 \
-    --hash=sha256:64f8bd9b9ced14c62d13e64d198e70f55712a775ac7d112849b4b16b3a884489 \
-    --hash=sha256:9c42d9b61ab5d2c9203637a243b4187cc28b0101b28461d35006353d621da292
+    --hash=sha256:738454ebd454c8dc106164f66e9b10d720d38962ceeca71d148ad07da5139bcd \
+    --hash=sha256:a09caf868f430fed2fa6ef9340aa93bb3400c0ac5ea36b87eb45dfbf31ac384e
 joblib==1.5.3 \
-    --hash=sha256:40d87a5e80b69104a3b8f1d761fdbc077fc7b97a23b08b9fdaddb7a3821b06d1
-jsonschema==4.26.0 \
-    --hash=sha256:2601ba467f84ff6ee9c057cbe6a9d7aebefa76cfa747327b37f81d4581f6748f
+    --hash=sha256:3d92208ddfd97c6041ea1a71e89a7d24d145e3dfc48076397a50776df9b3f0e4
 jsonschema-specifications==2025.9.1 \
-    --hash=sha256:065ec57323001f79634013c12250a476952e6ce834a17cfd5227343cec3c4aee
-kubernetes==35.0.0 \
-    --hash=sha256:2b6649b48b000f7b5b14eb2e6939f0709dddc0a7e4475ed98d4264e191c9f09f
+    --hash=sha256:6dd96a9b7b6fc38afd50e0bd85f741036d63e69497df508d22295653c61b8320
 lxml==6.0.2 \
-    --hash=sha256:74e99f281150ad91087de3937768f2290a15ae00623d46c16512aa89e826f7ab \
-    --hash=sha256:806632cf9f93af4d98229bfd94b4436dba3fba52167cb67b9125d7f7de00fad5 \
-    --hash=sha256:90f2c723c7c3c2a2fcc5591ccc6abf3fdf35eda5f3ef84a0ff6f4380dd2e7a9d \
-    --hash=sha256:b6836b56be051ebaf5adb68ca280460ecb68cb89ae0bb5d11737ee49b912ac3e
+    --hash=sha256:24b30860c922d98d63395514957a9a13a171c59aed72a4de97190e39eb1e7d6e \
+    --hash=sha256:4c6c1194bbdaba3a57b0cc34f0e665d5be4d2ebe9e263ec64c0034b746b9f112 \
+    --hash=sha256:5e8b6f0c4a8b09347d43f17f3cd9ee626fa345850f732be1811368fe5b4f6ae4 \
+    --hash=sha256:6965df12e52a5d9e6917ca097607cd00309cb583cb91531ea12bb3142f602ea1
 markdown-it-py==4.0.0 \
-    --hash=sha256:4ca21586bdc83c96a1318ffc854698e1fdcad60a3e8051d249f10ef210c945c0
-mcp==1.26.0 \
-    --hash=sha256:dd60b234158bad67f0743f9928ecbcbc8a67829301a2e793d8a3307ea0d89557
+    --hash=sha256:1c78b482208eb7102a7c845c5a3bdabe34b40ac8a8730f7e290541e35b4dfe3e
 mdurl==0.1.2 \
-    --hash=sha256:fec2de44574adf66cd0d5ec329822fbf05ae011b6ba618c96b178d0eaaf7e249
+    --hash=sha256:60eff0e2c89631c4155af89af07f0d1b7256b9553aaa690afce362e6f29d48fd
 mpmath==1.3.0 \
-    --hash=sha256:58244de27af87d8fccdb6bc9a17808d4a3f00f5e97152b090272f241f22b1d00
-multidict==6.7.1 \
-    --hash=sha256:0f590b4e611242eb68916690dd2d0855b05b788bbaeb6e684c88928f3dfcf9a3 \
-    --hash=sha256:4edbf9266edceef23b80ab69bfe575349d6a11a396c36bb47f50f5d75cf4b725
+    --hash=sha256:63179b03dd0b1a00b397cb6c7dbe1a2744e79fe402e9a24804094024d374b6f7
 networkx==3.6.1 \
-    --hash=sha256:c37e077bdb955f915337b0cbbe4f70303aca085abe728dbae9f400c5d7b3ae91
+    --hash=sha256:20088772c8c92d9d003a3da51821f4c28ba9f24ef05c3a5832dd21ccb88e50dc
 numpy==2.3.5 \
-    --hash=sha256:3c09803370223ede9f913428680f123a59bfe95bff6bca3625a42c46983cff1f \
-    --hash=sha256:496287a2a8698bfb84129d2da985ae9d801ea986a3ab24ce36261dd9641db032 \
-    --hash=sha256:9f44732d61a230ec7f3efb9363e6448325c97c2441ff761e74b7315c72ec3859 \
-    --hash=sha256:e3ea2175951df3c16ead190bb3b719af8fcf25c19a5ccb15ac3a0c1a18705bdd
+    --hash=sha256:0e5ef872d5d0b9edaedac7dbf6071dbb70d9a6df925bd452fdd36aa53dcb4b92 \
+    --hash=sha256:3c6b53ae7d211d8cdd1ca8eabd4204de0ab7f7562b46333f4c53ec06bc920eed \
+    --hash=sha256:6c470e5b7ea9fae405ded019de2822a3d9a999428a3e623f5315910037834c32 \
+    --hash=sha256:91cc87a649e862c2c9594176043caa5cc055ad7d5f2b50122e18ca089e78efef
 oauthlib==3.3.1 \
-    --hash=sha256:df9219023be7c78d77401950592822d1bbc318225d3cd71d02271c549ef1f980
+    --hash=sha256:707ddfc104d8d7634559bbb5f7bb3ac3643107757dff0485f426bef0161eb462
 packaging==26.0 \
-    --hash=sha256:4e4d463e366772479222863a8ff3bb307310faee4da6256c6c39641c207b1a44
+    --hash=sha256:c59612b6fdf548dccdbe3908134c3066175cc610813e90fbcc0d3c32f2ee9688
 pandas==2.3.3 \
-    --hash=sha256:308c8ca6262e058136d91a7d4d2bd84dd02e65caf60340fefd20bcf26b97e819 \
-    --hash=sha256:6ba245cff03afa84a0bc5e715a11caafab1dc51ca8fe4d827017706c4b62f238 \
-    --hash=sha256:cd3d338d360612bed009570e303a59759fb450d163a9d1584c508fa9c22f568a \
-    --hash=sha256:e3a18fae723b808514670a4a0172f9939cdbb095abd5eef1f34cf5ae1b99f424
-peft==0.18.1 \
-    --hash=sha256:026817e68c93fcc0569360afa0ee4fb74b06b0a4268240f922bc2bc0a691bcc1
-pillow==12.1.0 \
-    --hash=sha256:44e141bd88fa5c8db3ab16d64b054ac692bbd5f12ac7d35347506283a7d4f1b5 \
-    --hash=sha256:586b0875614afba7f538334413150a8a2ea42aea557c823c54fd60a3218d960e \
-    --hash=sha256:70ef2aa5cd788e9de636eca6c5d3f2189b12f1c52aae7fdda59f3de76cf4e5f9 \
-    --hash=sha256:f90eaeb5761e1ff10a995dd462ab8c87b7ee4171057ebf2f4ac1fd20e6bc6bda
-prometheus-client==0.24.1 \
-    --hash=sha256:fe601e041eac55bad8f46da2f3c54f2ab6cd8a8272d9595742c83980e95ed5e4
+    --hash=sha256:3e00dac035dcb70128b717bb0851d308f2300759f30e3a4cf39cbae808075361 \
+    --hash=sha256:405c71cecaf490b984a787159e6259d6eca76cbcd2d4d3dd052fc9e6303f0755 \
+    --hash=sha256:5e18157c9b87de43e07778f75a54edacdf5ae715e3da8c18e412564d92e33cf3 \
+    --hash=sha256:a68eac2fc6842aabd148ca7a41e7765733dc5e6c173950c091697ff36b3e9a55
 prompt-toolkit==3.0.52 \
-    --hash=sha256:c329e921742d68b12ff8543ca7004be7b4ccd8a69317bea8d9a6e524dd48cdbe
+    --hash=sha256:41fd066c002758c2973fc0ccf310b1b04e7cc7182cc8a617a74c1d402f526cac
 propcache==0.4.1 \
-    --hash=sha256:10f7bf66817595de6682fd428cf2aa7892c0b0b45475585e8029655ab50c0510 \
-    --hash=sha256:3ccf1a18d315e7e234aee592a5dddd10951fa41f8a8658021dbe7ac413cca797 \
-    --hash=sha256:3f5189a8cf5fd36f414b4d9bf244e61a1eca49ac57942c7e930250df94b2340a \
-    --hash=sha256:42ecf4d140bbc503d90097af47bfc9c7e2a88faaad70694ea2bf50ad3da35c41
+    --hash=sha256:09f98e91cb4ddddcd950991c1b9aa93eecf6d7ae87c765181f8581b64e734990 \
+    --hash=sha256:520ea2032da4fec5b747948795393f296cb57a943d80257bb35fc27baa50591b \
+    --hash=sha256:62ce4428eb58f9996018135d10e185c1185c2fa5b897fce6c229c9dc78d1244a \
+    --hash=sha256:e451db5f476293c58dd1bdd9442ca6aff9e4f4061fc67a68cd98474a1fb53d67
 psycopg2-binary==2.9.11 \
-    --hash=sha256:0badf162b98436fdb9aa273e2901db462a6ffa081904e9d722429b75e01532d9 \
-    --hash=sha256:623cff634940e5d248125a1b8d74a19625db0c11c6aecd8db007940ccb409436 \
-    --hash=sha256:bf7588449bc9604e13c7fc2a374c359a82784a265776b2975fd013588eba032e
+    --hash=sha256:3f0e796e9a41255c22f0ebd5b2953b70d8bb624e7b9e4e89afeeda71ac0773b6 \
+    --hash=sha256:4f883ef06d3b8bef9fb7fc6d79ab9dadf6c658d17998f39222852a6b1b62dc89
 pyarrow==22.0.0 \
-    --hash=sha256:6e8bfb9191528b15bfe9985392715ef5327c6c9145c45e8f0f0611289fee6044 \
-    --hash=sha256:717ded9d2603d3a9abdc2ec131e4bf73c492341a4fa02bc8eebc9dc447ddec87 \
-    --hash=sha256:9f2b21817f5ffdd969451c8024f79c1d7cd2a95689b06dcde189204a7ed7c426 \
-    --hash=sha256:bb4a3158b3b0e1de62f0c9e9d40cf86f35748e7bab176a97d6e12ef13c0a6d32
+    --hash=sha256:2d6cf45c5985492e4adf6a53899497bd6887279ad3e195ca1a0b4fcb885713ae \
+    --hash=sha256:34851b8bc2427ea89a830efe36f5d0a67dca09eb88ea71a69c6bd4b90cecd597 \
+    --hash=sha256:7182febf0ba3218515bee0157e707698662f19b856a875be8111302c4a4729d3 \
+    --hash=sha256:7f2d01be91dcf6ab8d01e876f29edfe05d748366a1d8dd1698682ca029258eea
 pyasn1==0.6.2 \
-    --hash=sha256:4448ac141114a5dfc4a2e3b6184a48b363541f26b4ca764e2b89651505dc4576
+    --hash=sha256:8b4c1c118792abaaa6881ffb9eefb406653898d3e46af92532d1b3927e656404
 pyasn1-modules==0.4.2 \
-    --hash=sha256:cda22a851735d664e92c8354a30405d88c5a1aa7d6313ba6c583bc3034654937
-pycparser==3.0 \
-    --hash=sha256:a0a805ba04eb0922ef6f214736f63a5c38dbaebdc4d991f88d64cf3d06af00c5
+    --hash=sha256:a17229ed6d52bb2f26e9f8ae52b3244e8405a832b0db96ccf57858489aa167f8
 pydantic==2.12.5 \
-    --hash=sha256:ba78cfc9d85e40047d67d32828da04ddbe9a27bd0718983938629bfca0d3cc6c
+    --hash=sha256:164ee741792822bfa2d4c8239ede474872d724e28b2836b5bef6fcec3e255757
 pydantic-core==2.41.5 \
-    --hash=sha256:280238d34598c8e0eac77c2d96456cb5657f4afc3235d6afa15859a143cc3885 \
-    --hash=sha256:2c1462d1bdf9b8b13c8afa43856d7163c5a2567e9f05fcd5d26f54f23f35edf0 \
-    --hash=sha256:3713d923ca3dd74e51ad6ce5be8e2bb9b8398cbc3cdbe7bd959282e9e9694fff \
-    --hash=sha256:41f74ba1ea18462d7cc27155581a9b23165adc7b009c6d467542274d63db163c
+    --hash=sha256:19be4d77a5b1841b3ad7a425be1022aed734d137a99ef38f2835005db4f7b32f \
+    --hash=sha256:c2486bffdf84e087e0632bc688c667c86405afaec618e4fe4ad7bde8c8cf8068 \
+    --hash=sha256:c3f56276a4ea335637404bbd154eead369cf0c17f6182f6e40c176fdec5a4162 \
+    --hash=sha256:f74563f5ed72064ac7bf45b3b2509f923cbe144207a537055c5c38fc9b556306
 pygments==2.19.2 \
-    --hash=sha256:f928b5b8b19c65a1b6ed1f285d1db53fa203d6ba34a3783a92c41e41e2f33135
+    --hash=sha256:3c7239b5a90a9339df2ddb3d4fd8fdaa79eb1cffa183937fe92ff1042f94f0d0
 python-dateutil==2.9.0.post0 \
-    --hash=sha256:c112f3de33b4ef01360132ef116d72df91cdf628f136b70f1fc9a9eb19137cb9
-python-multipart==0.0.22 \
-    --hash=sha256:b5fc2a9738209bd168ef0c746ca0ee5eb66f2c69aeeb689e0dbc15b36c779aac
+    --hash=sha256:9f85618b077d3ffc8beecb57c9444d7e4a25143764ed73647ea6cdf407fd58c0
 pyyaml==6.0.3 \
-    --hash=sha256:1ccd350719df6e1794b08d7a28b14e3bed61ef2742cb0ea03ced7c05f1e14cfd \
-    --hash=sha256:6ea391cbbbc6abd3412718672301a184bb87f1f877b58081150b5be5942f0915 \
-    --hash=sha256:d122b1f987c23385d9600d211475f765fcb59a2fff150c5e6036293196df5b80 \
-    --hash=sha256:d4980565b8082efbd9baf9d659cfb37dce47e56e0530bfe1dba00e3287159f69
+    --hash=sha256:0ee9380ec23cf381f3e4be195b6f47db717b724da4b96aea7acca9069e2ea6bf \
+    --hash=sha256:102b353279cf5f205b56a3745964c63e51e156daa65c72519ca63b944aa89cc9 \
+    --hash=sha256:5d0a5c9413588938e91b2ae1d2f8ae2bac25065c4f9ae0333b8e083b3f42533f \
+    --hash=sha256:5d20580c71f50c4ec26792ead7d69cc5e243090eb7af843ff7f45efb318adacc
 referencing==0.37.0 \
-    --hash=sha256:bd019ff74869f84a893b7e50b84ce3d0db1e465ceb3a336403011c6467ffacb0
+    --hash=sha256:62c0c42a91db0713eeeecd6f281e0b88d288c01e1ab64a0f3a4a8b1a717433d4
 requests==2.32.5 \
-    --hash=sha256:7cf3560d7ec28f972b1c540ecbb2140bb370364faf479119bdb23f03683a3046
+    --hash=sha256:c9a46b7e34f4aaf2dfdd082d6db64e92f265a201f6f273d92be037d08e80dc8a
 requests-oauthlib==2.0.0 \
-    --hash=sha256:4fd6526c6de7a0bd036e84563b7a1523d92ba1f62e32cad65ccef9b2523bbc33
+    --hash=sha256:7b07553013810ee4f6f8a20d035c1e1a8a5144ecea22a9f4e6d9671b3b77b73e
 rpds-py==0.30.0 \
-    --hash=sha256:16a18b2b2566d88ccdabe156c2fd0b6bcc4fb172d084ec7e4c1ab502cb8a5cfd \
-    --hash=sha256:613bc173bc12f35e40c3d1c1e6252555eaa48ea9425ee0b01fb151f3ca8a2a05 \
-    --hash=sha256:6c94c5f1c2501e50c22b7c993b083aeef4d342974d3058763296fb4646d8a059 \
-    --hash=sha256:75a565fc839958562ab5ad648c3a4bd0c46874a5556acb48da423f91c47c355b
+    --hash=sha256:07708740376815e3428827b399cadc04899df9e9f386abb3dfd14b3c2acfaa9a \
+    --hash=sha256:77aa81a28a5f33b79dc4af0010a7a883681871c7de3cab995dd27dd8ab5efe52 \
+    --hash=sha256:8a4bb9fb86b55e3a048654207a881a121ab8dfed5713040955e21f5585271d23 \
+    --hash=sha256:f4ca02efedf289ab5a2263d8a4d99aba5b59f6560045d869674b9cbaaa2b249d
 rsa==4.9.1 \
-    --hash=sha256:1c5f55eb95147d5a8d6f4a20869cfb97d680b28e2ea6ef3747b70c518c44f7fa
+    --hash=sha256:96ed0e1434714b8415fe0a67fda7d2c782a8deaf409660a9302625c9184e7e69
 safetensors==0.7.0 \
-    --hash=sha256:18abcf37ffae5f85a81ca46c440fdc5f38ae0938ff0f4a4de14e37386ed248e7 \
-    --hash=sha256:6833f019f20c8f0bb790ae3f0fd088f50c9fe4e051106dc3e59df5a953f68532 \
-    --hash=sha256:6aea22e3ce1ed41d56c0e50f1cb504fe47a50ec7a1d50135d76fd233bbe4b1e3 \
-    --hash=sha256:bc9d119ad82379f387c1264de35e6d489b7196c431b23e92b2b0959eae8494c7
+    --hash=sha256:3aefa5c87b20f33c1862240886bc98b1405d319221ecadffbd6e62af1032efd4 \
+    --hash=sha256:8775767ba5319de252fa1140fd766e477aed44c360bed1c3f7d80ef2a1c9fbeb \
+    --hash=sha256:926cd6d8a7554902f254aa7509222115ed68308e5647573b8252370780cd3e4d \
+    --hash=sha256:f92f7a9caeabeb476c2fd77e6fd3ca93a3d4f8d569e0479a4ae6c62070624fe5
 scikit-learn==1.8.0 \
-    --hash=sha256:4c73965fdde273763f87334dfb0d773cb9196e2eb9dd21a0aabd86cf4da2adb3 \
-    --hash=sha256:5641af1f1bcede6f6d894f50418b2d820f3a3b82b3a5cb702621e6a386eef935 \
-    --hash=sha256:5d27f41e0a981a58fcc00f09ef9c00fd68a2e13c218768d0ed69c1a247c8855f \
-    --hash=sha256:7147bcc3428006a9b5fc0f0934b70c555ddd9f8ebc4b3ee4aaebb44c5e87a3dd
+    --hash=sha256:053192e95cb464de25f7df06e6016b2d16afa97a154903a8dc62c8058bd4e22a \
+    --hash=sha256:2d874891d11cdcd68ad2036947a829911c251ccd20f646a8aafe002a6c5b51e8 \
+    --hash=sha256:80138b8f307f86e9f456ecd0b91f032c4cc40080e9b06611b222e6b2b1b8d2c8 \
+    --hash=sha256:fc7bc9a009c835c28af5160c1b2a0e61264eafbd52630e7da23e9438900c43f0
 scipy==1.16.3 \
-    --hash=sha256:7ea746558373df0d4c9c576dc316e03e46d45432efe71aeb04675195325e836f \
-    --hash=sha256:98726415e1374d7c748627df0967bf25379d8bc23c2092d4bf9abc435d032941 \
-    --hash=sha256:abeabd348fbcb9fc08e6021d5a56e218a36aac0bfc513018a94cf86e6ecec464 \
-    --hash=sha256:f421572a92a7b5b8f5a00394c7fe2a46528d95f8782a58ec1114a4271d1fc26e
+    --hash=sha256:4705a05428be3ed512ff49c2e2987327e4ba443abb39c72584894548a1a4f764 \
+    --hash=sha256:4febf9526575877c3c5cc0406b88b8cebfaa2e637e774aca42f91a4ace3f5bd0 \
+    --hash=sha256:a0a03e05bd615457636280d89f77ecbdc58ee3820b1a0b14fbcc6ae650646bcd \
+    --hash=sha256:b4cd9382be92f86cb762f6172b0b0eba036cde7325a2540a6412f185ad4fad71
 setuptools==80.9.0 \
-    --hash=sha256:ade450006de562f26341e24f8199338e8aff247cd565ac4f52235478a8dfa815
+    --hash=sha256:2433beb21d0507141c56e9e0cf2efb0fd30398ca68909c8c6ecb9b33eb7ab53c
 six==1.17.0 \
-    --hash=sha256:33f558442b372864d53b1813933f5d624876f418521b1b89624ea6e3d79f0e97
+    --hash=sha256:9e9ef8214ff1eff3a5a4657ca8c03174cbb8051ebbc18d8c349db55b24ece23b
 sniffio==1.3.1 \
-    --hash=sha256:79fc97358f9f993658f5285996c92b070d9b2b9cdd789daefd3e0607d518097b
+    --hash=sha256:65be6491eb836b043a35c313688fd6c510df56a16992dba73ab92d74931b4caa
 sqlalchemy==2.0.45 \
-    --hash=sha256:52a0fb297270ecc4066303762220717240f5e427298345e19835d21319fc9522 \
-    --hash=sha256:69ada3936fac5c0c15e765e71fae9b1177c9c957eb7fbd5210f63d7c05aa26c3 \
-    --hash=sha256:6ea7264891e42cfdb069a27eefa2438214a54051d8b5b1b00209af9f944c3480 \
-    --hash=sha256:7d691e498146a57a54f347385729b57e98b2e548d6fd6e25fdcbdf6e48a08ae4
-starlette==0.52.1 \
-    --hash=sha256:882cc287d984636af14c13251dec1c6f2d1db40634477d506a8a385c22dcf563
+    --hash=sha256:273cee77649c4cc0550a3eb295bfdb07f4bce5b6a8411bad98656e5e9b592700 \
+    --hash=sha256:4a0b03a1ff8ddbf6171b2bf1df0ca499250cc56a3c05bb789d9bbafa3f1f1ff9 \
+    --hash=sha256:eca446d7df574922a640a00f8c50789b1d742e9e0aef9375b4a2fa727fd43a9b \
+    --hash=sha256:f6256de5783c96c6090db092cb5c9c08ec6c5484590cc8ccd8abeb71c8956156
 sympy==1.14.0 \
-    --hash=sha256:92de12bc45a8930ecab22227dea3f4192e15d9f4555c9a9d52d312865748afbd
-termcolor==3.3.0 \
-    --hash=sha256:2ed14ed07b1ab932881a26035e8f6a9e6251052289ecf8325e535bc17a03240d
+    --hash=sha256:4ec66f902c9e4bc8a1ae5345f97e4ea4efd05a1bce2e342862c4cb1172c0387c
 threadpoolctl==3.6.0 \
-    --hash=sha256:fc79267be059d5a0aaacf924656a1523599e7fc844c44608db5fe1cb2f152c4f
+    --hash=sha256:c60cf5b3da9f08563d2437473d5db44bdbcb906200096beadb09a9cc6db9c615
 tiktoken==0.12.0 \
-    --hash=sha256:019dfefcb4f2899eb8c7fd4d170c3ed335113579de129f55526fcdc3b43ef5ba \
-    --hash=sha256:9d341a1e06d325151f05991a0a1616c12918132fda42b7601d25c9d02726e5b3 \
-    --hash=sha256:aee67dcabd42538b82abaf27a1d5b74da0eb2da37fa9c9c117ca99d9146e2937
-tokenizers==0.22.2 \
-    --hash=sha256:109c12a85bc794db2d335e9845198fd4dfbdd25a5e47d944ada5ee28d720a01c \
-    --hash=sha256:914385483cfc1f8a38e8141e9370ca315484464afda41eb3959cd4d36ad2217b \
-    --hash=sha256:c6123f7e43990992323d4cd8ee0d463383a7dffe3c03e1f4483b446034910faf \
-    --hash=sha256:c883273341b96903ddeda79cb247a6f3ea316bd668ee2dd93d86e6fb57fc35b3
+    --hash=sha256:055e610ebd877d85a4bb5ffe394a8e20bf1fa5e775f57aa44c79cbd00638e1c8 \
+    --hash=sha256:74e1934d472567f8806398ca5ac3b2e5f3e33e123b8470ecd687a9c74693cf9f
 tornado==6.5.4 \
-    --hash=sha256:4009891b752e77c47c396ed587fd3abeeeaf53ce0ff180ac5fbd81f3c5522903 \
-    --hash=sha256:9532231bbed1fab64200c9f755616e45f4a9d2b52fbefb91dd3b24f9b9ade291 \
-    --hash=sha256:be68f2c30d855e21a11c7e5a6cdaf6e7d12b8373e703798ad75f79422732b02a \
-    --hash=sha256:d533131fa41fd4b126d33efd3fd1f7be15a3380af7fd107d6cfac4942a47c07c
-tqdm==4.67.3 \
-    --hash=sha256:d798b33fcc041b9a42c57f462b9c068a5a15c2dbcef1c87695d80c7074770a4d
+    --hash=sha256:427a52d991e5d6bb8e5ed6e82cf9d6be878ef2bf55d389177b369b200d7706ba \
+    --hash=sha256:91a7119280c0c1424b107e725ae0ace234323d057220647e84e17156fe1d8acd \
+    --hash=sha256:cac9ee0f7c9664b7d3736fa6cd93e752c583161a929fc2a4abc3a014192ac2f5 \
+    --hash=sha256:d59e284efd19f3cad7ee1a1188d2fc7bb483253fd08bc3e9c034f063414a7037
 transformers==4.57.3 \
-    --hash=sha256:236ecca0f5728b835d524866cf31e68de45ca6aa5e0d9606c52e79576f518118
-tree-sitter==0.25.2 \
-    --hash=sha256:05bc490c99a846e0e91d9dd0c5067de48b35b46d4c3f18fc2cc9ac08a4ec71fe \
-    --hash=sha256:3aa0cf6b0964495ada302c3eb966bf6f41a01279d8e31c019e4b0129a93d5a55 \
-    --hash=sha256:aadac5c0356e824916ca95f8f794a6ef88105748eed6e8fdb7fb4690024d4336
-triton==3.5.0 \
-    --hash=sha256:a46eaadd18e726ff38f9cfb53c4e641dfe937741394cdf45e2981858200fae1d \
-    --hash=sha256:a916a1758674bbc35545f3aed9c1e83ed581b59a277cfffca1926c6f5f567a96 \
-    --hash=sha256:ccd2f7e0bf8ef8006b5ad404912e0443f5e7f042c313cc4d0fffc6e3ea2c7605
+    --hash=sha256:25a28e64a3ad117a1560eca50f41504d035606259902d421d933282f5d3a352e
 typing-extensions==4.15.0 \
-    --hash=sha256:00877ead43795d4b767026270fa129816363c9a95b6febe68f5ac41d5096114b
+    --hash=sha256:2e6ec8def95f836023037679e5408aa9c2000505ac563af889822c00133e797c
 typing-inspection==0.4.2 \
-    --hash=sha256:4baec0c9a4ad5cc8a85c71c387e98ff9ecc7b85b6e538e204343940090be3b63
+    --hash=sha256:e084b600a03bf1f5dbeb042825e8af22c569b2187e43b7bbf7dc4d455620dfe7
 tzdata==2025.3 \
-    --hash=sha256:896a9fad76b5de068b461ef456f09931bb94c8455835767d100298c75dedd18b
-urllib3==2.6.3 \
-    --hash=sha256:a5bd1dd5b4c7b1da77f93abcd09f8619209b2f11fe699382f6cb79b34dc89437
+    --hash=sha256:79f5502eb2eeaa6025d5ce885f1f969aeb83cb43ab7a0bca20cface0d1929ca6
 websocket-client==1.9.0 \
-    --hash=sha256:0cb04d0516ad9d4a5941144e68344813f1da89a2270b0634b4b71f1e892f4caf
-websockets==16.0 \
-    --hash=sha256:0e67eeda5d16502a8d25d6204ea8bb311d94d345490920d020683707877ddfab \
-    --hash=sha256:8c407d9d309aaa92db557a52a766921781f07d038e766f2a9ea42bac1ac05e39 \
-    --hash=sha256:b3c1390f1e251f679f14aa2fdd7ba1224f64cbf80867c6c3c6ce27be899533ab \
-    --hash=sha256:c54016bbb76f4f4e5a3c5cf02cec2638eb188ba277d3f427ed197725ac50e231
+    --hash=sha256:423191e16b2018e54958d095fd34d75ed41d8c89e8a7a05fc6113fcb9d0323c1
 wrapt==1.17.3 \
-    --hash=sha256:0953273f64ed6dc39821a1d06409958d5d5bf53a699f3931cb1a81c656fdd720 \
-    --hash=sha256:15c6bffa4386f4927f1e1c0b4e2e4604c10d709199ecbd3f69ae1e659f2d96d8 \
-    --hash=sha256:1649eb282f55f5d90154086a34fef4922aa31b28233e03ce396b7d8a778a5904
+    --hash=sha256:5cbcf7b34ec8a8d671f70756abdc3bd9f71ce58c732698042997e5a4e7777f4e \
+    --hash=sha256:7cbc716eb652c1848ca0d57c36fd69670dffbe22b123d7f3f5a682f78e5685a6
 xxhash==3.6.0 \
-    --hash=sha256:122ea61c85a8725231030b26650ae35b1ae709f154e1e8f5274b2cd469638a14 \
-    --hash=sha256:a426db4666ab784b369beab268f41bd7b2505390b1a6f7ae0bbc295a103c4c83 \
-    --hash=sha256:bb363fc4152e194b2f68829da7d783d9b5eee9577c33f6007c78d25517a229ca \
-    --hash=sha256:edac8303f5c2d0bec5632a6e6cb9c56f3cd548e94960c5b9468c654d5a73c653
+    --hash=sha256:578c4e2d0711aa81ddd39e18febfee3f308f6f89d4f87402385230c1223acb8c \
+    --hash=sha256:6cbe35391567328c695c8a51053a8a9a00c1fc31a835216b752fe934d296559f \
+    --hash=sha256:905998f5783394baa7bf31e98bf855050f807c17a9487ba8d3367f9ace1bfde2 \
+    --hash=sha256:a083073b717592f19cc7585db906f35460d2df7533f8db50d3e35e96ae06e3bd
 zipp==3.23.0 \
-    --hash=sha256:2f6742e089020240e014478d428fd79059270c56a2f7947d37c6f1d2ae639174
+    --hash=sha256:c37548034de550cba59abe55e769d0b7f02e7ec60d61815ab0451f45f26fc88d
diff --git a/requirements.overrides.txt b/requirements.overrides.txt
index e05922ebf..735bfec44 100644
--- a/requirements.overrides.txt
+++ b/requirements.overrides.txt
@@ -15,3 +15,4 @@ faiss-cpu==1.12.0
 sqlalchemy==2.0.45
 setuptools==80.9
 jiter==0.12
+torch==2.9.1