diff --git a/.tekton/lightspeed-stack-pull-request.yaml b/.tekton/lightspeed-stack-pull-request.yaml
index cd428dd2c..0f5c4b012 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,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,sympy,threadpoolctl,tiktoken,tokenizers,torch,tornado,transformers,triton,typing-extensions,typing-inspection,tzdata,websocket-client,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-genai,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,grpcio,grpcio-status,h11,hf-xet,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,torch,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,yarl,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 d0a5f1506..f81345385 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,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,sympy,threadpoolctl,tiktoken,tokenizers,torch,tornado,transformers,triton,typing-extensions,typing-inspection,tzdata,websocket-client,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-genai,google-resumable-media,googleapis-common-protos,grpc-google-iam-v1,grpcio,grpcio-status,h11,hf-xet,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,torch,tornado,tqdm,transformers,tree-sitter,triton,typing-extensions,typing-inspection,tzdata,urllib3,websocket-client,websockets,wrapt,xxhash,yarl,zipp,uv,pip,maturin",
             "os": "linux",
             "arch": "x86_64,aarch64",
             "py_version": 312
diff --git a/requirements-build.txt b/requirements-build.txt
index 567944801..66b538dc4 100644
--- a/requirements-build.txt
+++ b/requirements-build.txt
@@ -1,65 +1,39 @@
 #
-# This file is autogenerated by pip-compile with Python 3.13
+# This file is autogenerated by pip-compile with Python 3.12
 # by the following command:
 #
 #    pybuild-deps compile --output-file=requirements-build.txt requirements.source.txt
 #
 calver==2025.10.20
     # via trove-classifiers
-coherent-licensed==0.5.2
-    # via
-    #   importlib-metadata
-    #   jaraco-context
-    #   jaraco-functools
-    #   keyring
-dunamai==1.25.0
-cython==3.1.2
-    # via grpcio
+dunamai==1.26.0
     # via uv-dynamic-versioning
-expandvars==1.1.2
-    # via yarl
 flit-core==3.12.0
     # via
-    #   coherent-licensed
-    #   docutils
-    #   id
-    #   idna
-    #   jeepney
     #   jinja2
-    #   markdown-it-py
-    #   mdurl
-    #   more-itertools
     #   packaging
     #   pathspec
     #   wheel
 hatch-fancy-pypi-readme==25.1.0
     # via
-    #   jsonschema
     #   llama-stack-client
     #   openai
 hatch-vcs==0.5.0
     # via
     #   chardet
     #   filelock
-    #   jsonschema
-    #   termcolor
-    #   urllib3
 hatchling==1.26.3
     # via
     #   hatch-fancy-pypi-readme
     #   llama-stack-client
     #   openai
-hatchling==1.28.0
+hatchling==1.29.0
     # via
     #   a2a-sdk
     #   chardet
-    #   einops
-    #   expandvars
     #   filelock
     #   hatch-fancy-pypi-readme
     #   hatch-vcs
-    #   jsonschema
-    #   mcp
     #   opentelemetry-api
     #   opentelemetry-exporter-otlp
     #   opentelemetry-exporter-otlp-proto-common
@@ -70,11 +44,6 @@ hatchling==1.28.0
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
     #   pydantic-settings
-    #   pygments
-    #   python-multipart
-    #   starlette
-    #   termcolor
-    #   urllib3
     #   uv-dynamic-versioning
     #   uvicorn
     #   wcwidth
@@ -86,7 +55,6 @@ maturin==1.10.2
     # via fastuuid
 packaging==26.0
     # via
-    #   dunamai
     #   hatchling
     #   setuptools-scm
     #   wheel
@@ -109,40 +77,26 @@ setuptools-rust==1.12.0
 setuptools-scm==9.2.2
     # via
     #   hatch-vcs
-    #   importlib-metadata
-    #   jaraco-classes
-    #   jaraco-context
-    #   jaraco-functools
-    #   keyring
     #   llama-stack-api
     #   pluggy
     #   setuptools-rust
     #   tenacity
-    #   tqdm
-    #   twine
-    #   urllib3
 tomlkit==0.14.0
     # via uv-dynamic-versioning
 trove-classifiers==2026.1.14.14
     # via hatchling
 uv-dynamic-versioning==0.13.0
-    # via
-    #   a2a-sdk
-    #   mcp
+    # via a2a-sdk
 wheel==0.46.3
     # via
     #   authlib
     #   azure-identity
     #   cachetools
-    #   google-genai
-    #   grpcio
-    #   grpcio-status
     #   litellm
-    #   pycparser
     #   sentence-transformers
 
 # The following packages are considered to be unsafe in a requirements file:
-setuptools==80.10.2
+setuptools==82.0.0
     # via
     #   authlib
     #   azure-identity
@@ -150,49 +104,29 @@ setuptools==80.10.2
     #   cachetools
     #   calver
     #   certifi
-    #   cffi
-    #   cryptography
     #   emoji
     #   google-api-core
     #   google-cloud-bigquery
-    #   google-genai
     #   greenlet
-    #   grpcio
-    #   grpcio-status
-    #   importlib-metadata
-    #   jaraco-classes
-    #   jaraco-context
-    #   jaraco-functools
-    #   keyring
     #   llama-stack
     #   llama-stack-api
     #   markupsafe
     #   maturin
-    #   multidict
     #   multiprocess
     #   pathspec
     #   pluggy
     #   polyleven
-    #   prometheus-client
     #   proto-plus
     #   psutil
-    #   pycparser
     #   pycryptodomex
     #   pyjwt
     #   python-dotenv
-    #   readme-renderer
     #   regex
-    #   secretstorage
     #   semver
     #   sentence-transformers
     #   setuptools-rust
     #   setuptools-scm
     #   sse-starlette
     #   tenacity
-    #   tqdm
-    #   tree-sitter
     #   trl
     #   trove-classifiers
-    #   twine
-    #   websockets
-    #   yarl
diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt
index 50cf3c2f7..1845c51e4 100644
--- a/requirements.hashes.source.txt
+++ b/requirements.hashes.source.txt
@@ -2,33 +2,61 @@
 #    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
+a2a-sdk==0.3.24 \
+    --hash=sha256:3581e6e8a854cd725808f5732f90b7978e661b6d4e227a4755a8f063a3c1599d \
+    --hash=sha256:7b248767096bb55311f57deebf6b767349388d94c1b376c60cb8f6b715e053f6
+accelerate==1.13.0 \
+    --hash=sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0 \
+    --hash=sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236
 authlib==1.6.9 \
     --hash=sha256:d8f2421e7e5980cc1ddb4e32d3f5fa659cfaf60d8eaf3281ebed192e4ab74f04 \
     --hash=sha256:f08b4c14e08f0861dc18a32357b33fbcfd2ea86cfe3fe149484b4d764c4a0ac3
-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
+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==7.0.3 \
+    --hash=sha256:8c246313b95849964e54a909c03b327a87ab0428b068fac10da7b105ca275ef6 \
+    --hash=sha256:c128ffca156eef344c25fcd08a96a5952803786fa33097f5f2d49edf76f79d53
+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
 emoji==2.15.0 \
     --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
     --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
@@ -114,91 +142,90 @@ 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 \
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-    --hash=sha256:e0093bd1a06d899892427217f0ff2a3c8f306182b8c754336d32e2d587c131b4 \
-    --hash=sha256:e2e7e882f83149f0a71ac822ebf156d902e7a5d22c9045e3e0d1daf59cee2cc9 \
-    --hash=sha256:e84b51cbebf9ae573b5fbd15df88887815e3253fc000a7d0ff95170e8f7e9729 \
-    --hash=sha256:ed6b402bc74d6557a705e197d47f9063733091ed6357b3de33619d8a8d93ac53
-huggingface-hub==0.36.1 \
-    --hash=sha256:5a3b8bf87e182ad6f1692c196bb9ec9ade7755311d5d5e792dc45045f77283ad \
-    --hash=sha256:c6fa8a8f7b8559bc624ebb7e218fb72171b30f6049ebe08f8bfc2a44b38ece50
-importlib-metadata==8.7.1 \
-    --hash=sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb \
-    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
-jsonpath-ng==1.7.0 \
-    --hash=sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e \
-    --hash=sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6 \
-    --hash=sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c
-jsonschema==4.26.0 \
-    --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \
-    --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
-kubernetes==35.0.0 \
-    --hash=sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d \
-    --hash=sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee
+google-cloud-aiplatform==1.140.0 \
+    --hash=sha256:e94493a2682b9d17efa7146a53bb3665bf1595c3394fd3d0f45d18f71623fddc \
+    --hash=sha256:ea7eb1870b4cf600f8c2472102e21c3a1bcaf723d6e49f00ed51bc6b88d54fff
+google-cloud-bigquery==3.40.1 \
+    --hash=sha256:75afcfb6e007238fe1deefb2182105249321145ff921784fe7b1de2b4ba24506 \
+    --hash=sha256:9082a6b8193aba87bed6a2c79cf1152b524c99bb7e7ac33a785e333c09eac868
+google-cloud-storage==3.9.0 \
+    --hash=sha256:2dce75a9e8b3387078cbbdad44757d410ecdb916101f8ba308abf202b6968066 \
+    --hash=sha256:f2d8ca7db2f652be757e92573b2196e10fbc09649b5c016f8b422ad593c641cc
+greenlet==3.3.2 \
+    --hash=sha256:02b0a8682aecd4d3c6c18edf52bc8e51eacdd75c8eac52a790a210b06aa295fd \
+    --hash=sha256:18cb1b7337bca281915b3c5d5ae19f4e76d35e1df80f4ad3c1a7be91fadf1082 \
+    --hash=sha256:1a9172f5bf6bd88e6ba5a84e0a68afeac9dc7b6b412b245dd64f52d83c81e55b \
+    --hash=sha256:1e692b2dae4cc7077cbb11b47d258533b48c8fde69a33d0d8a82e2fe8d8531d5 \
+    --hash=sha256:1ebd458fa8285960f382841da585e02201b53a5ec2bac6b156fc623b5ce4499f \
+    --hash=sha256:1fb39a11ee2e4d94be9a76671482be9398560955c9e568550de0224e41104727 \
+    --hash=sha256:20154044d9085151bc309e7689d6f7ba10027f8f5a8c0676ad398b951913d89e \
+    --hash=sha256:2eaf067fc6d886931c7962e8c6bede15d2f01965560f3359b27c80bde2d151f2 \
+    --hash=sha256:34308836d8370bddadb41f5a7ce96879b72e2fdfb4e87729330c6ab52376409f \
+    --hash=sha256:394ead29063ee3515b4e775216cb756b2e3b4a7e55ae8fd884f17fa579e6b327 \
+    --hash=sha256:3ceec72030dae6ac0c8ed7591b96b70410a8be370b6a477b1dbc072856ad02bd \
+    --hash=sha256:4375a58e49522698d3e70cc0b801c19433021b5c37686f7ce9c65b0d5c8677d2 \
+    --hash=sha256:43e99d1749147ac21dde49b99c9abffcbc1e2d55c67501465ef0930d6e78e070 \
+    --hash=sha256:442b6057453c8cb29b4fb36a2ac689382fc71112273726e2423f7f17dc73bf99 \
+    --hash=sha256:45abe8eb6339518180d5a7fa47fa01945414d7cca5ecb745346fc6a87d2750be \
+    --hash=sha256:4c956a19350e2c37f2c48b336a3afb4bff120b36076d9d7fb68cb44e05d95b79 \
+    --hash=sha256:508c7f01f1791fbc8e011bd508f6794cb95397fdb198a46cb6635eb5b78d85a7 \
+    --hash=sha256:527fec58dc9f90efd594b9b700662ed3fb2493c2122067ac9c740d98080a620e \
+    --hash=sha256:59b3e2c40f6706b05a9cd299c836c6aa2378cabe25d021acd80f13abf81181cf \
+    --hash=sha256:5d0e35379f93a6d0222de929a25ab47b5eb35b5ef4721c2b9cbcc4036129ff1f \
+    --hash=sha256:63d10328839d1973e5ba35e98cccbca71b232b14051fd957b6f8b6e8e80d0506 \
+    --hash=sha256:64970c33a50551c7c50491671265d8954046cb6e8e2999aacdd60e439b70418a \
+    --hash=sha256:6c6f8ba97d17a1e7d664151284cb3315fc5f8353e75221ed4324f84eb162b395 \
+    --hash=sha256:8b466dff7a4ffda6ca975979bab80bdadde979e29fc947ac3be4451428d8b0e4 \
+    --hash=sha256:8c1fdd7d1b309ff0da81d60a9688a8bd044ac4e18b250320a96fc68d31c209ca \
+    --hash=sha256:8c4dd0f3997cf2512f7601563cc90dfb8957c0cff1e3a1b23991d4ea1776c492 \
+    --hash=sha256:8d1658d7291f9859beed69a776c10822a0a799bc4bfe1bd4272bb60e62507dab \
+    --hash=sha256:8e2cd90d413acbf5e77ae41e5d3c9b3ac1d011a756d7284d7f3f2b806bbd6358 \
+    --hash=sha256:8e4ab3cfb02993c8cc248ea73d7dae6cec0253e9afa311c9b37e603ca9fad2ce \
+    --hash=sha256:94ad81f0fd3c0c0681a018a976e5c2bd2ca2d9d94895f23e7bb1af4e8af4e2d5 \
+    --hash=sha256:97245cc10e5515dbc8c3104b2928f7f02b6813002770cfaffaf9a6e0fc2b94ef \
+    --hash=sha256:9bc885b89709d901859cf95179ec9f6bb67a3d2bb1f0e88456461bd4b7f8fd0d \
+    --hash=sha256:a2a5be83a45ce6188c045bcc44b0ee037d6a518978de9a5d97438548b953a1ac \
+    --hash=sha256:a443358b33c4ec7b05b79a7c8b466f5d275025e750298be7340f8fc63dff2a55 \
+    --hash=sha256:a7945dd0eab63ded0a48e4dcade82939783c172290a7903ebde9e184333ca124 \
+    --hash=sha256:aa6ac98bdfd716a749b84d4034486863fd81c3abde9aa3cf8eff9127981a4ae4 \
+    --hash=sha256:ab0c7e7901a00bc0a7284907273dc165b32e0d109a6713babd04471327ff7986 \
+    --hash=sha256:ac8d61d4343b799d1e526db579833d72f23759c71e07181c2d2944e429eb09cd \
+    --hash=sha256:ad0c8917dd42a819fe77e6bdfcb84e3379c0de956469301d9fd36427a1ca501f \
+    --hash=sha256:ae9e21c84035c490506c17002f5c8ab25f980205c3e61ddb3a2a2a2e6c411fcb \
+    --hash=sha256:b26b0f4428b871a751968285a1ac9648944cea09807177ac639b030bddebcea4 \
+    --hash=sha256:b568183cf65b94919be4438dc28416b234b678c608cafac8874dfeeb2a9bbe13 \
+    --hash=sha256:b6997d360a4e6a4e936c0f9625b1c20416b8a0ea18a8e19cabbefc712e7397ab \
+    --hash=sha256:b8bddc5b73c9720bea487b3bffdb1840fe4e3656fba3bd40aa1489e9f37877ff \
+    --hash=sha256:c04c5e06ec3e022cbfe2cd4a846e1d4e50087444f875ff6d2c2ad8445495cf1a \
+    --hash=sha256:c2e47408e8ce1c6f1ceea0dffcdf6ebb85cc09e55c7af407c99f1112016e45e9 \
+    --hash=sha256:c56692189a7d1c7606cb794be0a8381470d95c57ce5be03fb3d0ef57c7853b86 \
+    --hash=sha256:ccd21bb86944ca9be6d967cf7691e658e43417782bce90b5d2faeda0ff78a7dd \
+    --hash=sha256:cd6f9e2bbd46321ba3bbb4c8a15794d32960e3b0ae2cc4d49a1a53d314805d71 \
+    --hash=sha256:d248d8c23c67d2291ffd47af766e2a3aa9fa1c6703155c099feb11f526c63a92 \
+    --hash=sha256:d3a62fa76a32b462a97198e4c9e99afb9ab375115e74e9a83ce180e7a496f643 \
+    --hash=sha256:e26e72bec7ab387ac80caa7496e0f908ff954f31065b0ffc1f8ecb1338b11b54 \
+    --hash=sha256:e3cb43ce200f59483eb82949bf1835a99cf43d7571e900d7c8d5c62cdf25d2f9
+huggingface-hub==0.36.2 \
+    --hash=sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a \
+    --hash=sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270
+jsonpath-ng==1.8.0 \
+    --hash=sha256:54252968134b5e549ea5b872f1df1168bd7defe1a52fed5a358c194e1943ddc3 \
+    --hash=sha256:b8dde192f8af58d646fc031fac9c99fe4d00326afc4148f1f043c601a8cfe138
 langdetect==1.0.9 \
     --hash=sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a \
     --hash=sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0
-litellm==1.81.8 \
-    --hash=sha256:5cc6547697748b8ca38d17d755662871da125df6e378cc987eaf2208a15626fb \
-    --hash=sha256:78cca92f36bc6c267c191d1fe1e2630c812bff6daec32c58cade75748c2692f6
+litellm==1.82.0 \
+    --hash=sha256:5496b5d4532cccdc7a095c21cbac4042f7662021c57bc1d17be4e39838929e80 \
+    --hash=sha256:d388f52447daccbcaafa19a3e68d17b75f1374b5bf2cde680d65e1cd86e50d22
 llama-stack==0.4.3 \
     --hash=sha256:423207eae2b640894992a9075ff9dd6300ff904ab06a49fe38cfe0bb809d4669 \
     --hash=sha256:70d379ae9dbb5b1d0693f14054d9817aba183ffcd805133f0a4442baee132c6d
@@ -298,162 +325,12 @@ markupsafe==3.0.3 \
     --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-mcp==1.26.0 \
-    --hash=sha256:904a21c33c25aa98ddbeb47273033c435e595bbacfdb177f4bd87f6dceebe1ca \
-    --hash=sha256:db6e2ef491eecc1a0d93711a76f28dec2e05999f93afd48795da1c1137142c66
-msal==1.34.0 \
-    --hash=sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f \
-    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
+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 \
-    --hash=sha256:0b4c48648d7649c9335cf1927a8b87fa692de3dcb15faa676c6a6f1f1aabda43 \
-    --hash=sha256:0d17522c37d03e85c8098ec8431636309b2682cf12e58f4dbc76121fb50e4962 \
-    --hash=sha256:0e161ddf326db5577c3a4cc2d8648f81456e8a20d40415541587a71620d7a7d1 \
-    --hash=sha256:0e697826df7eb63418ee190fd06ce9f1803593bb4b9517d08c60d9b9a7f69d8f \
-    --hash=sha256:10ae39c9cfe6adedcdb764f5e8411d4a92b055e35573a2eaa88d3323289ef93c \
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@@ -477,100 +354,109 @@ multiprocess==0.70.18 \
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-prometheus-client==0.24.1 \
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+openai==2.26.0 \
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+    --hash=sha256:b41f37c140ae0034a6e92b0c509376d907f3a66109935fba2c1b471a7c05a8fb
+opentelemetry-api==1.40.0 \
+    --hash=sha256:159be641c0b04d11e9ecd576906462773eb97ae1b657730f0ecf64d32071569f \
+    --hash=sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9
+opentelemetry-exporter-otlp==1.40.0 \
+    --hash=sha256:48c87e539ec9afb30dc443775a1334cc5487de2f72a770a4c00b1610bf6c697d \
+    --hash=sha256:7caa0870b95e2fcb59d64e16e2b639ecffb07771b6cd0000b5d12e5e4fef765a
+opentelemetry-exporter-otlp-proto-common==1.40.0 \
+    --hash=sha256:1cbee86a4064790b362a86601ee7934f368b81cd4cc2f2e163902a6e7818a0fa \
+    --hash=sha256:7081ff453835a82417bf38dccf122c827c3cbc94f2079b03bba02a3165f25149
+opentelemetry-exporter-otlp-proto-grpc==1.40.0 \
+    --hash=sha256:2aa0ca53483fe0cf6405087a7491472b70335bc5c7944378a0a8e72e86995c52 \
+    --hash=sha256:bd4015183e40b635b3dab8da528b27161ba83bf4ef545776b196f0fb4ec47740
+opentelemetry-exporter-otlp-proto-http==1.40.0 \
+    --hash=sha256:a8d1dab28f504c5d96577d6509f80a8150e44e8f45f82cdbe0e34c99ab040069 \
+    --hash=sha256:db48f5e0f33217588bbc00274a31517ba830da576e59503507c839b38fa0869c
+opentelemetry-instrumentation==0.61b0 \
+    --hash=sha256:92a93a280e69788e8f88391247cc530fd81f16f2b011979d4d6398f805cfbc63 \
+    --hash=sha256:cb21b48db738c9de196eba6b805b4ff9de3b7f187e4bbf9a466fa170514f1fc7
+opentelemetry-proto==1.40.0 \
+    --hash=sha256:03f639ca129ba513f5819810f5b1f42bcb371391405d99c168fe6937c62febcd \
+    --hash=sha256:266c4385d88923a23d63e353e9761af0f47a6ed0d486979777fe4de59dc9b25f
+opentelemetry-sdk==1.40.0 \
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+    --hash=sha256:787d2154a71f4b3d81f20524a8ce061b7db667d24e46753f32a7bc48f1c1f3f1
+opentelemetry-semantic-conventions==0.61b0 \
+    --hash=sha256:072f65473c5d7c6dc0355b27d6c9d1a679d63b6d4b4b16a9773062cb7e31192a \
+    --hash=sha256:fa530a96be229795f8cef353739b618148b0fe2b4b3f005e60e262926c4d38e2
+polyleven==0.11.0 \
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+    --hash=sha256:ccf87f6ac8d76aa4c48a4828becc0c19fd1589b14b20affe23e5e012be4fa64f \
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+    --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
@@ -607,9 +493,9 @@ 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 \
     --hash=sha256:02d87b80778c171445d67e23d1caef279bf4b25c3597050ccd2e13970b57fd51 \
     --hash=sha256:06698f957fe1ab229a99ba2defeeae1c09af185baa909a31a5d1f9d42b1aaed6 \
@@ -652,150 +538,139 @@ pycryptodomex==3.23.0 \
     --hash=sha256:f489c4765093fb60e2edafdf223397bc716491b2b69fe74367b70d6999257a5c \
     --hash=sha256:fdfac7cda115bca3a5abb2f9e43bc2fb66c2b65ab074913643803ca7083a79ea \
     --hash=sha256:febec69c0291efd056c65691b6d9a339f8b4bc43c6635b8699471248fe897fea
+pydantic-settings==2.13.1 \
+    --hash=sha256:b4c11847b15237fb0171e1462bf540e294affb9b86db4d9aa5c01730bdbe4025 \
+    --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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+    --hash=sha256:fb1c4ff62277d87a7335f2c1ea4e0387b8f2b3ad88a64efd9943906aafad4f33 \
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+    --hash=sha256:fb66e5245db9652abd7196ace599b04d9c0e4aa7c8f0e2803938377835780081 \
+    --hash=sha256:fc48c500838be6882b32748f60a15229d2dea96e59ef341eaa96ec83538f498d \
+    --hash=sha256:fcf26c3c6d0da98fada8ae4ef0aa1c3405a431c0a77eb17306d38a89b02adcd7 \
+    --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
@@ -805,255 +680,15 @@ sentence-transformers==5.2.3 \
 sse-starlette==3.3.2 \
     --hash=sha256:5c3ea3dad425c601236726af2f27689b74494643f57017cafcb6f8c9acfbb862 \
     --hash=sha256:678fca55a1945c734d8472a6cad186a55ab02840b4f6786f5ee8770970579dcd
-starlette==0.52.1 \
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-    --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933
 tenacity==9.1.4 \
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     --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a
-termcolor==3.3.0 \
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-    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
-tqdm==4.67.3 \
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-    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
-tree-sitter==0.25.2 \
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 trl==0.29.0 \
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-    --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 31d8c9605..fc084979a 100644
--- a/requirements.hashes.wheel.txt
+++ b/requirements.hashes.wheel.txt
@@ -1,282 +1,314 @@
 # 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
+aiosqlite==0.22.1 \
+    --hash=sha256:2e85580d41e992ed45e1aafce66ac4c23b7bd7cf842dc5209a39b95c11497115
 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
+anyio==4.12.1 \
+    --hash=sha256:e18da418b6421e6735231319ea8ae4262f68b52b8dbcb4699a7a14f89cfb2b15
 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
-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:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307
+cryptography==46.0.4 \
+    --hash=sha256:26ffa7666abe41b7b75905f7353c43ff4e812cf7f5b2b253ec3bcddd0d29e7a1 \
+    --hash=sha256:b1352b1c73e908b825c91e8fe23f24775fcebca7d59f66a6864e4dcf6fdd6323
+datasets==4.5.0 \
+    --hash=sha256:afc7c4ccba966970c71e264f0eb7977bdc7ca8ea9a946e331cf9d3d1d072cb2f
 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-genai==1.59.0 \
+    --hash=sha256:388b25b31c0c00307a947690f21528a7b652e329feb3a14d49cbb16765012313
+google-resumable-media==2.8.0 \
+    --hash=sha256:bdf13a0ceec8ba97622165ceeb789e6f0fb7c1614665be246b819811ca661f9c
 googleapis-common-protos==1.72.0 \
-    --hash=sha256:f09fc4740f11f52361600c7f3c7a116f8cb534bc67313b94e5a73333d2c5b3d4
+    --hash=sha256:b530c484aa7341cab24eda0b801abc608c85da52ff9002d8a485e2f9d9d302c5
+grpc-google-iam-v1==0.14.3 \
+    --hash=sha256:b29d3adb3873130b93f289e44449166586cd684bfdaccc8a4c4d35dc0e3ce9df
 grpcio==1.76.0 \
-    --hash=sha256:198da80912c8c333e0253d683e86cd9b537742332eb66c159994367bc9b6f70a \
-    --hash=sha256:7c61d16a9041c9a9874dcdef7041808a9b03faf24a9af4474bb23d92ccc7049d \
-    --hash=sha256:8a546551d3e603396b5a5dd4ce081456d7fee59585127ff2d8c198eef936e563 \
-    --hash=sha256:cc28e6a51a57131f0849b2bc7cedfbb3b22c6002304ce8e78db4c98e8d6ae2ed
+    --hash=sha256:3f935037cced82c09b0c64db9451608646cfb8bb1842dd17551853e94e3f39bc \
+    --hash=sha256:47b8a87e383fd6f63f8ba53b2b5c911893f7cfdf5288eff3a41a0bfe4823f5e3 \
+    --hash=sha256:70dfe9f5ab1144bca4f53bd7958fdcaf50b220ed21bd378666d9bd1ac97fd371 \
+    --hash=sha256:ff138c9e386a0799d88afa389de77df44d9cd7523ad5ac09c0882058e581e1d4
+grpcio-status==1.76.0 \
+    --hash=sha256:257105544721149a1fabeb0465dc622add2a7b6f1be07df4ea9ddcb741113cfa
 h11==0.16.0 \
-    --hash=sha256:2d9f5c55b31f88fb9b55b2c5750d325e5e5dbcb2672d08eb1f0121bba9ee72df
+    --hash=sha256:a485f5bfa77401603f78cff4db5bb4dbaadb947a3da8eae068cd05b6bb4aab66
 hf-xet==1.2.0 \
-    --hash=sha256:603b60b661e86054ffd79deab698fc65126d213f8b5f961ce11c8f8700e6a80f \
-    --hash=sha256:bf36839a9d81c1f0ca08ef2ba64532e2599af4da325b613714789d9d56c698b1
+    --hash=sha256:a14cc5078bf43efc85ad180ec02372e5a84d134de095c0a9740f7e0407df7866 \
+    --hash=sha256:acb8669cac4d9aa8e8ad31a92d99353fe2f0d4463b8aaa54f2b93a33e222149d
 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
+    --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
+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 \
-    --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
-pyarrow==22.0.0 \
-    --hash=sha256:2d6cf45c5985492e4adf6a53899497bd6887279ad3e195ca1a0b4fcb885713ae \
-    --hash=sha256:34851b8bc2427ea89a830efe36f5d0a67dca09eb88ea71a69c6bd4b90cecd597 \
-    --hash=sha256:7182febf0ba3218515bee0157e707698662f19b856a875be8111302c4a4729d3 \
-    --hash=sha256:7f2d01be91dcf6ab8d01e876f29edfe05d748366a1d8dd1698682ca029258eea
+    --hash=sha256:0badf162b98436fdb9aa273e2901db462a6ffa081904e9d722429b75e01532d9 \
+    --hash=sha256:623cff634940e5d248125a1b8d74a19625db0c11c6aecd8db007940ccb409436 \
+    --hash=sha256:bf7588449bc9604e13c7fc2a374c359a82784a265776b2975fd013588eba032e
+pyarrow==23.0.0 \
+    --hash=sha256:5c8077c77ed2d0ef9ec150cc2e47dd98e3e49e6f7d5e3ee84e718ee31b45cf85 \
+    --hash=sha256:f5af9838bbfefa2535c3ae9bf4fbfaab63367994c1e65243b1830e41b943b366 \
+    --hash=sha256:f8eea464a5138cfe7b32b5422caedaca6a9fe4b20af1ed917f2a6cf9ec802d94
 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
-scipy==1.16.3 \
-    --hash=sha256:4705a05428be3ed512ff49c2e2987327e4ba443abb39c72584894548a1a4f764 \
-    --hash=sha256:4febf9526575877c3c5cc0406b88b8cebfaa2e637e774aca42f91a4ace3f5bd0 \
-    --hash=sha256:a0a03e05bd615457636280d89f77ecbdc58ee3820b1a0b14fbcc6ae650646bcd \
-    --hash=sha256:b4cd9382be92f86cb762f6172b0b0eba036cde7325a2540a6412f185ad4fad71
+    --hash=sha256:4c73965fdde273763f87334dfb0d773cb9196e2eb9dd21a0aabd86cf4da2adb3 \
+    --hash=sha256:5641af1f1bcede6f6d894f50418b2d820f3a3b82b3a5cb702621e6a386eef935 \
+    --hash=sha256:5d27f41e0a981a58fcc00f09ef9c00fd68a2e13c218768d0ed69c1a247c8855f \
+    --hash=sha256:7147bcc3428006a9b5fc0f0934b70c555ddd9f8ebc4b3ee4aaebb44c5e87a3dd
+scipy==1.17.0 \
+    --hash=sha256:0e35bf4bcd96fb22c9007cb651e3fa7a696bf90986fd220607505f5c2b7f17e7 \
+    --hash=sha256:92b4828228173816adc054c97a539c41f396558fbab67dcaae1e4195c6d6253f \
+    --hash=sha256:a1b3d25c892207a7626f0634fe768bd71b5f09cbb393be07d82fc44cced109ac \
+    --hash=sha256:f1c7b6ff095ed94c422bce52aa0ca8c8aea18922877853bbacaf8b7947e02510
 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
+    --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
+tokenizers==0.22.2 \
+    --hash=sha256:109c12a85bc794db2d335e9845198fd4dfbdd25a5e47d944ada5ee28d720a01c \
+    --hash=sha256:914385483cfc1f8a38e8141e9370ca315484464afda41eb3959cd4d36ad2217b \
+    --hash=sha256:c6123f7e43990992323d4cd8ee0d463383a7dffe3c03e1f4483b446034910faf \
+    --hash=sha256:c883273341b96903ddeda79cb247a6f3ea316bd668ee2dd93d86e6fb57fc35b3
+torch==2.9.1 \
+    --hash=sha256:28171ed367139717fe7b8d6918c86d0fe328a7faa5704f5951283ae3b01796a1 \
+    --hash=sha256:3ebd43c74b5c0833e2d6c842cb5416bacb928184e362c319eb79223d06bb2fa1 \
+    --hash=sha256:9920139df4000ea99e1d71742d4bce1d7b807a5f45cf1a7cbff02c8dd8295bdb \
+    --hash=sha256:9bd4844a0cf3f199351830697973a168ad2fd3a99e77b150ca4a1582067dc633 \
+    --hash=sha256:ccb4a5b3c15819df80d96d2474b053306a2a4eba0301337c4aa56a58cbe45e10 \
+    --hash=sha256:e42ab849b64444059f5eda352d61c9c3a078f30797e48e2972857182c9a00cf8
 tornado==6.5.4 \
-    --hash=sha256:427a52d991e5d6bb8e5ed6e82cf9d6be878ef2bf55d389177b369b200d7706ba \
-    --hash=sha256:91a7119280c0c1424b107e725ae0ace234323d057220647e84e17156fe1d8acd \
-    --hash=sha256:cac9ee0f7c9664b7d3736fa6cd93e752c583161a929fc2a4abc3a014192ac2f5 \
-    --hash=sha256:d59e284efd19f3cad7ee1a1188d2fc7bb483253fd08bc3e9c034f063414a7037
-transformers==4.57.3 \
-    --hash=sha256:25a28e64a3ad117a1560eca50f41504d035606259902d421d933282f5d3a352e
-triton==3.5.0 \
-    --hash=sha256:6f420ea77a5b22e4dffe502638da2e773a4dd8fbb016f1be140c9cfa81d313d9 \
-    --hash=sha256:8325dca63029c7fedd3e70c11ba9abc472e94f54eaddfbe872a7d823d167e595
+    --hash=sha256:4009891b752e77c47c396ed587fd3abeeeaf53ce0ff180ac5fbd81f3c5522903 \
+    --hash=sha256:9532231bbed1fab64200c9f755616e45f4a9d2b52fbefb91dd3b24f9b9ade291 \
+    --hash=sha256:be68f2c30d855e21a11c7e5a6cdaf6e7d12b8373e703798ad75f79422732b02a \
+    --hash=sha256:d533131fa41fd4b126d33efd3fd1f7be15a3380af7fd107d6cfac4942a47c07c
+tqdm==4.67.3 \
+    --hash=sha256:d798b33fcc041b9a42c57f462b9c068a5a15c2dbcef1c87695d80c7074770a4d
+transformers==4.57.6 \
+    --hash=sha256:7c35d073118fad72b1745bd3dad3149d9bf2cacca3b16a7ed8f47f1a0bec119d
+tree-sitter==0.25.2 \
+    --hash=sha256:05bc490c99a846e0e91d9dd0c5067de48b35b46d4c3f18fc2cc9ac08a4ec71fe \
+    --hash=sha256:3aa0cf6b0964495ada302c3eb966bf6f41a01279d8e31c019e4b0129a93d5a55 \
+    --hash=sha256:aadac5c0356e824916ca95f8f794a6ef88105748eed6e8fdb7fb4690024d4336
+triton==3.5.1 \
+    --hash=sha256:7b1a1b9ab53eafe7a65ae25861ac7df5541ea706b3baebe2306580127825e222 \
+    --hash=sha256:f45cd8a990cde562e64b6ef00969dc3751a49e90651216e7f7b44ba997c9e19d \
+    --hash=sha256:fce4c06d8e47ccd706790271cc3f2cea42c7e709cfb68e6abe760d2a56baeeb4
 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==15.0.1 \
+    --hash=sha256:1ad83cda272b5a5d77faa3c4b43c6cbe6cfa3ec7a386899fefd14df455d8a51c \
+    --hash=sha256:734b81ff7d1e22130a20f58af82a69e413025de9804e967cab503fe17332b14c \
+    --hash=sha256:933ac176329fedf18d4207defff775829b9de301075bc297c169081ece1e1d9d \
+    --hash=sha256:b022c4ed3a5a96300b56e9f0b18a302d266fac0a7819d906cca9e702f93976bf
 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
+    --hash=sha256:122ea61c85a8725231030b26650ae35b1ae709f154e1e8f5274b2cd469638a14 \
+    --hash=sha256:a426db4666ab784b369beab268f41bd7b2505390b1a6f7ae0bbc295a103c4c83 \
+    --hash=sha256:bb363fc4152e194b2f68829da7d783d9b5eee9577c33f6007c78d25517a229ca \
+    --hash=sha256:edac8303f5c2d0bec5632a6e6cb9c56f3cd548e94960c5b9468c654d5a73c653
+yarl==1.22.0 \
+    --hash=sha256:8e78442a1a40257173cbd3b9ec78a1ded7ab02a1fcb23f3d42686bd5afb184cc \
+    --hash=sha256:b59c74a17b24908333ce8e0a348fafe85a1bdb1d524cc74d9c25161674dd358a \
+    --hash=sha256:cee8af2825e29b4b31cce0c7272c29b66717ab164e3e2a5dc8dbe173c2901db2 \
+    --hash=sha256:eb5d90c48762dd433d86eb6e3c6b4965fc3dff440c472e89047a628dd29271ac
 zipp==3.23.0 \
-    --hash=sha256:c37548034de550cba59abe55e769d0b7f02e7ec60d61815ab0451f45f26fc88d
+    --hash=sha256:2f6742e089020240e014478d428fd79059270c56a2f7947d37c6f1d2ae639174
diff --git a/requirements.overrides.txt b/requirements.overrides.txt
index 90c9599ca..b1f4aaaf2 100644
--- a/requirements.overrides.txt
+++ b/requirements.overrides.txt
@@ -1,17 +1,23 @@
 # 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
-transformers==4.57.3
-tokenizers==0.22.1
-scipy==1.16.3
+transformers==4.57.6
+tokenizers==0.22.2
+scipy==1.17.0
 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==4.5.0
 pandas==2.3.3
-pyarrow==22.0.0
-pillow==12.0.0
+pyarrow==23.0.0
+pillow==12.1.0
 faiss-cpu==1.12.0
 sqlalchemy==2.0.45
 setuptools==80.9
 jiter==0.12
+google-genai==1.59.0
+torch==2.9.1
+hf-xet==1.2.0
+yarl==1.22.0
+grpcio==1.76.0
+grpcio-status==1.76.0
diff --git a/scripts/konflux_requirements.sh b/scripts/konflux_requirements.sh
index 053cabb80..5331bfff2 100755
--- a/scripts/konflux_requirements.sh
+++ b/scripts/konflux_requirements.sh
@@ -10,7 +10,7 @@ WHEEL_FILE="requirements.wheel.txt"
 SOURCE_HASH_FILE="requirements.hashes.source.txt"
 WHEEL_HASH_FILE="requirements.hashes.wheel.txt"
 BUILD_FILE="requirements-build.txt"
-RHOAI_INDEX_URL="https://console.redhat.com/api/pypi/public-rhai/rhoai/3.2/cpu-ubi9/simple/"
+RHOAI_INDEX_URL="https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/"
 
 # extra wheels to be included in the wheel list, often come from build-time dependencies
 EXTRA_WHEELS="uv,pip,maturin"