diff --git a/src/backend/requirements.txt b/src/backend/requirements.txt
index 9956b70..d698387 100644
--- a/src/backend/requirements.txt
+++ b/src/backend/requirements.txt
@@ -1,19 +1,21 @@
# This file was autogenerated by uv via the following command:
-# uv pip compile pyproject.toml -o requirements.txt --python-version 3.10
-aiohappyeyeballs==2.4.4
+# uv pip compile pyproject.toml -o requirements_new.txt --python-version 3.10
+aiohappyeyeballs==2.6.1
# via aiohttp
-aiohttp==3.11.18
+aiohttp==3.12.14
# via fastapi-app (pyproject.toml)
-aiosignal==1.3.1
+aiosignal==1.4.0
# via aiohttp
annotated-types==0.7.0
# via pydantic
anyio==4.9.0
# via
# httpx
+ # mcp
# openai
+ # sse-starlette
# starlette
-asgiref==3.8.1
+asgiref==3.9.1
# via opentelemetry-instrumentation-asgi
async-timeout==5.0.1
# via
@@ -21,24 +23,31 @@ async-timeout==5.0.1
# asyncpg
asyncpg==0.30.0
# via fastapi-app (pyproject.toml)
-attrs==24.2.0
- # via aiohttp
-azure-core==1.32.0
+attrs==25.3.0
+ # via
+ # aiohttp
+ # jsonschema
+ # referencing
+azure-core==1.35.0
# via
# azure-core-tracing-opentelemetry
# azure-identity
# azure-monitor-opentelemetry
# azure-monitor-opentelemetry-exporter
# msrest
-azure-core-tracing-opentelemetry==1.0.0b11
+azure-core-tracing-opentelemetry==1.0.0b12
# via azure-monitor-opentelemetry
-azure-identity==1.19.0
- # via fastapi-app (pyproject.toml)
-azure-monitor-opentelemetry==1.6.8
+azure-identity==1.23.1
+ # via
+ # fastapi-app (pyproject.toml)
+ # azure-monitor-opentelemetry-exporter
+azure-monitor-opentelemetry==1.6.10
# via fastapi-app (pyproject.toml)
-azure-monitor-opentelemetry-exporter==1.0.0b32
+azure-monitor-opentelemetry-exporter==1.0.0b39
# via azure-monitor-opentelemetry
-certifi==2024.8.30
+backports-datetime-fromisoformat==2.0.3
+ # via marshmallow
+certifi==2025.7.14
# via
# httpcore
# httpx
@@ -46,36 +55,36 @@ certifi==2024.8.30
# requests
cffi==1.17.1
# via cryptography
-charset-normalizer==3.4.0
+charset-normalizer==3.4.2
# via requests
-click==8.1.7
+click==8.2.1
# via uvicorn
colorama==0.4.6
# via griffe
-cryptography==44.0.3
+cryptography==45.0.5
# via
# azure-identity
# msal
# pyjwt
-deprecated==1.2.15
+deprecated==1.2.18
# via
# opentelemetry-api
# opentelemetry-semantic-conventions
distro==1.9.0
# via openai
-environs==14.1.1
+environs==14.2.0
# via fastapi-app (pyproject.toml)
-exceptiongroup==1.2.2
+exceptiongroup==1.3.0
# via anyio
-fastapi==0.115.8
+fastapi==0.116.1
# via fastapi-app (pyproject.toml)
fixedint==0.1.6
# via azure-monitor-opentelemetry-exporter
-frozenlist==1.5.0
+frozenlist==1.7.0
# via
# aiohttp
# aiosignal
-greenlet==3.1.1
+greenlet==3.2.3
# via sqlalchemy
griffe==1.7.3
# via openai-agents
@@ -86,44 +95,54 @@ h11==0.16.0
httpcore==1.0.9
# via httpx
httpx==0.28.1
- # via openai
+ # via
+ # mcp
+ # openai
+httpx-sse==0.4.1
+ # via mcp
idna==3.10
# via
# anyio
# httpx
# requests
# yarl
-importlib-metadata==8.4.0
+importlib-metadata==8.6.1
# via opentelemetry-api
isodate==0.7.2
# via msrest
-jiter==0.8.0
+jiter==0.10.0
# via openai
-marshmallow==3.23.1
+jsonschema==4.24.0
+ # via mcp
+jsonschema-specifications==2025.4.1
+ # via jsonschema
+marshmallow==4.0.0
# via environs
-msal==1.31.1
+mcp==1.11.0
+ # via openai-agents
+msal==1.32.3
# via
# azure-identity
# msal-extensions
-msal-extensions==1.2.0
+msal-extensions==1.3.1
# via azure-identity
msrest==0.7.1
# via azure-monitor-opentelemetry-exporter
-multidict==6.1.0
+multidict==6.6.3
# via
# aiohttp
# yarl
-numpy==2.0.2
+numpy==2.2.6
# via pgvector
-oauthlib==3.2.2
+oauthlib==3.3.1
# via requests-oauthlib
-openai==1.78.0
+openai==1.96.1
# via
# fastapi-app (pyproject.toml)
# openai-agents
-openai-agents==0.0.14
+openai-agents==0.2.0
# via fastapi-app (pyproject.toml)
-opentelemetry-api==1.30.0
+opentelemetry-api==1.31.1
# via
# azure-core-tracing-opentelemetry
# azure-monitor-opentelemetry-exporter
@@ -143,7 +162,7 @@ opentelemetry-api==1.30.0
# opentelemetry-instrumentation-wsgi
# opentelemetry-sdk
# opentelemetry-semantic-conventions
-opentelemetry-instrumentation==0.51b0
+opentelemetry-instrumentation==0.52b1
# via
# opentelemetry-instrumentation-aiohttp-client
# opentelemetry-instrumentation-asgi
@@ -158,42 +177,42 @@ opentelemetry-instrumentation==0.51b0
# opentelemetry-instrumentation-urllib
# opentelemetry-instrumentation-urllib3
# opentelemetry-instrumentation-wsgi
-opentelemetry-instrumentation-aiohttp-client==0.51b0
+opentelemetry-instrumentation-aiohttp-client==0.52b1
# via fastapi-app (pyproject.toml)
-opentelemetry-instrumentation-asgi==0.51b0
+opentelemetry-instrumentation-asgi==0.52b1
# via opentelemetry-instrumentation-fastapi
-opentelemetry-instrumentation-dbapi==0.51b0
+opentelemetry-instrumentation-dbapi==0.52b1
# via opentelemetry-instrumentation-psycopg2
-opentelemetry-instrumentation-django==0.51b0
+opentelemetry-instrumentation-django==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-fastapi==0.51b0
+opentelemetry-instrumentation-fastapi==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-flask==0.51b0
+opentelemetry-instrumentation-flask==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-openai==0.38.7
+opentelemetry-instrumentation-openai==0.41.0
# via fastapi-app (pyproject.toml)
-opentelemetry-instrumentation-psycopg2==0.51b0
+opentelemetry-instrumentation-psycopg2==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-requests==0.51b0
+opentelemetry-instrumentation-requests==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-sqlalchemy==0.51b0
+opentelemetry-instrumentation-sqlalchemy==0.52b1
# via fastapi-app (pyproject.toml)
-opentelemetry-instrumentation-urllib==0.51b0
+opentelemetry-instrumentation-urllib==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-urllib3==0.51b0
+opentelemetry-instrumentation-urllib3==0.52b1
# via azure-monitor-opentelemetry
-opentelemetry-instrumentation-wsgi==0.51b0
+opentelemetry-instrumentation-wsgi==0.52b1
# via
# opentelemetry-instrumentation-django
# opentelemetry-instrumentation-flask
opentelemetry-resource-detector-azure==0.1.5
# via azure-monitor-opentelemetry
-opentelemetry-sdk==1.30.0
+opentelemetry-sdk==1.31.1
# via
# azure-monitor-opentelemetry
# azure-monitor-opentelemetry-exporter
# opentelemetry-resource-detector-azure
-opentelemetry-semantic-conventions==0.51b0
+opentelemetry-semantic-conventions==0.52b1
# via
# opentelemetry-instrumentation
# opentelemetry-instrumentation-aiohttp-client
@@ -209,9 +228,9 @@ opentelemetry-semantic-conventions==0.51b0
# opentelemetry-instrumentation-urllib3
# opentelemetry-instrumentation-wsgi
# opentelemetry-sdk
-opentelemetry-semantic-conventions-ai==0.4.2
+opentelemetry-semantic-conventions-ai==0.4.10
# via opentelemetry-instrumentation-openai
-opentelemetry-util-http==0.51b0
+opentelemetry-util-http==0.52b1
# via
# opentelemetry-instrumentation-aiohttp-client
# opentelemetry-instrumentation-asgi
@@ -224,38 +243,46 @@ opentelemetry-util-http==0.51b0
# opentelemetry-instrumentation-wsgi
packaging==25.0
# via
- # marshmallow
# opentelemetry-instrumentation
# opentelemetry-instrumentation-flask
# opentelemetry-instrumentation-sqlalchemy
pgvector==0.3.6
# via fastapi-app (pyproject.toml)
-portalocker==2.10.1
- # via msal-extensions
-propcache==0.2.1
+propcache==0.3.2
# via
# aiohttp
# yarl
-psutil==5.9.8
+psutil==7.0.0
# via azure-monitor-opentelemetry-exporter
pycparser==2.22
# via cffi
-pydantic==2.10.2
+pydantic==2.11.7
# via
# fastapi
+ # mcp
# openai
# openai-agents
-pydantic-core==2.27.1
+ # pydantic-settings
+pydantic-core==2.33.2
# via pydantic
+pydantic-settings==2.10.1
+ # via mcp
pyjwt==2.10.1
# via msal
-python-dotenv==1.0.1
+python-dotenv==1.1.1
# via
# fastapi-app (pyproject.toml)
# environs
+ # pydantic-settings
+python-multipart==0.0.20
+ # via mcp
+referencing==0.36.2
+ # via
+ # jsonschema
+ # jsonschema-specifications
regex==2024.11.6
# via tiktoken
-requests==2.32.3
+requests==2.32.4
# via
# azure-core
# msal
@@ -265,46 +292,65 @@ requests==2.32.3
# tiktoken
requests-oauthlib==2.0.0
# via msrest
-six==1.16.0
+rpds-py==0.26.0
+ # via
+ # jsonschema
+ # referencing
+six==1.17.0
# via azure-core
sniffio==1.3.1
# via
# anyio
# openai
-sqlalchemy==2.0.36
+sqlalchemy==2.0.41
# via fastapi-app (pyproject.toml)
-starlette==0.41.3
- # via fastapi
-tiktoken==0.7.0
+sse-starlette==2.4.1
+ # via mcp
+starlette==0.47.1
+ # via
+ # fastapi
+ # mcp
+tiktoken==0.9.0
# via opentelemetry-instrumentation-openai
tqdm==4.67.1
# via openai
-types-requests==2.32.0.20250328
+types-requests==2.32.4.20250611
# via openai-agents
-typing-extensions==4.12.2
+typing-extensions==4.14.1
# via
+ # aiosignal
# anyio
# asgiref
# azure-core
# azure-identity
# environs
+ # exceptiongroup
# fastapi
+ # marshmallow
# multidict
# openai
# openai-agents
# opentelemetry-sdk
# pydantic
# pydantic-core
+ # referencing
# sqlalchemy
# starlette
+ # typing-inspection
# uvicorn
+typing-inspection==0.4.1
+ # via
+ # pydantic
+ # pydantic-settings
urllib3==2.5.0
# via
# requests
# types-requests
-uvicorn==0.32.1
- # via fastapi-app (pyproject.toml)
-wrapt==1.17.0
+uvicorn==0.35.0
+ # via
+ # fastapi-app (pyproject.toml)
+ # mcp
+wrapt==1.17.2
# via
# deprecated
# opentelemetry-instrumentation
@@ -312,7 +358,7 @@ wrapt==1.17.0
# opentelemetry-instrumentation-dbapi
# opentelemetry-instrumentation-sqlalchemy
# opentelemetry-instrumentation-urllib3
-yarl==1.18.3
+yarl==1.20.1
# via aiohttp
-zipp==3.21.0
+zipp==3.23.0
# via importlib-metadata
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