diff --git a/backend/app/api/v1/integrations.py b/backend/app/api/v1/integrations.py
index 07241f5f..04ac5f69 100644
--- a/backend/app/api/v1/integrations.py
+++ b/backend/app/api/v1/integrations.py
@@ -7,7 +7,7 @@
     IntegrationListResponse,
     IntegrationStatusResponse
 )
-from app.services.integration_service import integration_service, NotFoundError
+from app.services.integration_service import integration_service, IntegrationNotFoundError
 from app.core.dependencies import get_current_user
 
 router = APIRouter()
@@ -76,8 +76,10 @@ async def update_integration(
     """Update an existing integration."""
     try:
         return await integration_service.update_integration(user_id, integration_id, request)
-    except NotFoundError as e:
+    except IntegrationNotFoundError as e:
         raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=str(e)) from e
+    except ValueError as e:
+        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(e)) from e
     except HTTPException:
         raise
     except Exception as e:
@@ -94,8 +96,10 @@ async def delete_integration(
     """Delete an integration."""
     try:
         await integration_service.delete_integration(user_id, integration_id)
-    except NotFoundError as e:
+    except IntegrationNotFoundError as e:
         raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=str(e)) from e
+    except ValueError as e:
+        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(e)) from e
     except HTTPException:
         raise
     except Exception as e:
diff --git a/backend/app/database/falkor/code-graph-backend/poetry.lock b/backend/app/database/falkor/code-graph-backend/poetry.lock
index 39dd99ba..b9fa75bf 100644
--- a/backend/app/database/falkor/code-graph-backend/poetry.lock
+++ b/backend/app/database/falkor/code-graph-backend/poetry.lock
@@ -1,106 +1,150 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.4"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
-    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.11"
+version = "3.13.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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+    {file = "aiohttp-3.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:f2543eebf890739fd93d06e2c16d97bdf1301d2cda5ffceb7a68441c7b590a92"},
+    {file = "aiohttp-3.13.1.tar.gz", hash = "sha256:4b7ee9c355015813a6aa085170b96ec22315dabc3d866fd77d147927000e9464"},
 ]
 
 [package.dependencies]
-aiohappyeyeballs = ">=2.3.0"
-aiosignal = ">=1.1.2"
+aiohappyeyeballs = ">=2.5.0"
+aiosignal = ">=1.4.0"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
@@ -109,22 +153,23 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
-    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
+    {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "annotated-types"
@@ -140,14 +185,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -157,38 +202,7 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
-trio = ["trio (>=0.26.1)"]
-
-[[package]]
-name = "appnope"
-version = "0.1.4"
-description = "Disable App Nap on macOS >= 10.9"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-markers = "platform_system == \"Darwin\""
-files = [
-    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
-    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
-]
-
-[[package]]
-name = "asttokens"
-version = "3.0.0"
-description = "Annotate AST trees with source code positions"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
-    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
-]
-
-[package.extras]
-astroid = ["astroid (>=2,<4)"]
-test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "async-timeout"
@@ -205,24 +219,16 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
-    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
+    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
+    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
 
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -237,18 +243,19 @@ files = [
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.14.2"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 groups = ["main"]
 files = [
-    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
-    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+    {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
+    {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -269,252 +276,275 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
-[[package]]
-name = "bs4"
-version = "0.0.2"
-description = "Dummy package for Beautiful Soup (beautifulsoup4)"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "bs4-0.0.2-py2.py3-none-any.whl", hash = "sha256:abf8742c0805ef7f662dce4b51cca104cffe52b835238afc169142ab9b3fbccc"},
-    {file = "bs4-0.0.2.tar.gz", hash = "sha256:a48685c58f50fe127722417bae83fe6badf500d54b55f7e39ffe43b798653925"},
-]
-
-[package.dependencies]
-beautifulsoup4 = "*"
-
 [[package]]
 name = "cattrs"
-version = "24.1.2"
+version = "25.3.0"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
-    {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
+    {file = "cattrs-25.3.0-py3-none-any.whl", hash = "sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff"},
+    {file = "cattrs-25.3.0.tar.gz", hash = "sha256:1ac88d9e5eda10436c4517e390a4142d88638fe682c436c93db7ce4a277b884a"},
 ]
 
 [package.dependencies]
-attrs = ">=23.1.0"
+attrs = ">=25.4.0"
 exceptiongroup = {version = ">=1.1.1", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_version < \"3.11\""}
+typing-extensions = ">=4.14.0"
 
 [package.extras]
 bson = ["pymongo (>=4.4.0)"]
 cbor2 = ["cbor2 (>=5.4.6)"]
 msgpack = ["msgpack (>=1.0.5)"]
-msgspec = ["msgspec (>=0.18.5) ; implementation_name == \"cpython\""]
-orjson = ["orjson (>=3.9.2) ; implementation_name == \"cpython\""]
+msgspec = ["msgspec (>=0.19.0) ; implementation_name == \"cpython\""]
+orjson = ["orjson (>=3.11.3) ; implementation_name == \"cpython\""]
 pyyaml = ["pyyaml (>=6.0)"]
 tomlkit = ["tomlkit (>=0.11.8)"]
-ujson = ["ujson (>=5.7.0)"]
+ujson = ["ujson (>=5.10.0)"]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.1"
+version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
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 ]
 
 [package.dependencies]
@@ -531,25 +561,7 @@ files = [
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 ]
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-
-[[package]]
-name = "comm"
-version = "0.2.2"
-description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-]
-
-[package.dependencies]
-traitlets = ">=4"
-
-[package.extras]
-test = ["pytest"]
+markers = {main = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "ct3"
@@ -600,54 +612,6 @@ files = [
 filters = ["markdown"]
 markdown = ["markdown"]
 
-[[package]]
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-version = "1.8.12"
-description = "An implementation of the Debug Adapter Protocol for Python"
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-
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-description = "Decorators for Humans"
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-python-versions = ">=3.5"
-groups = ["main"]
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-
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -662,78 +626,155 @@ files = [
 
 [[package]]
 name = "docstring-to-markdown"
-version = "0.15"
+version = "0.17"
 description = "On the fly conversion of Python docstrings to markdown"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
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+[package.dependencies]
+importlib-metadata = ">=3.6"
+typing_extensions = ">=4.6"
+
 [[package]]
 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "test"]
 markers = "python_version == \"3.10\""
 files = [
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 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
-name = "executing"
-version = "2.2.0"
-description = "Get the currently executing AST node of a frame, and other information"
+name = "falkordb"
+version = "1.2.0"
+description = "Python client for interacting with FalkorDB database"
 optional = false
-python-versions = ">=3.8"
+python-versions = "<4.0,>=3.8"
 groups = ["main"]
 files = [
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-[package.extras]
-tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
+[package.dependencies]
+python-dateutil = ">=2.9.0,<3.0.0"
+redis = ">=5.0.1,<6.0.0"
 
 [[package]]
-name = "falkordb"
-version = "1.0.10"
-description = "Python client for interacting with FalkorDB database"
+name = "fastuuid"
+version = "0.14.0"
+description = "Python bindings to Rust's UUID library."
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-[package.dependencies]
-redis = ">=5.0.1,<6.0.0"
-
 [[package]]
 name = "filelock"
-version = "3.17.0"
+version = "3.20.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-[package.extras]
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-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
-
 [[package]]
 name = "fix-busted-json"
 version = "0.0.18"
@@ -748,22 +789,23 @@ files = [
 
 [[package]]
 name = "flask"
-version = "3.1.0"
+version = "3.1.2"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-blinker = ">=1.9"
+blinker = ">=1.9.0"
 click = ">=8.1.3"
-itsdangerous = ">=2.2"
-Jinja2 = ">=3.1.2"
-Werkzeug = ">=3.1"
+itsdangerous = ">=2.2.0"
+jinja2 = ">=3.1.2"
+markupsafe = ">=2.1.1"
+werkzeug = ">=3.1.0"
 
 [package.extras]
 async = ["asgiref (>=3.2)"]
@@ -771,116 +813,154 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "frozenlist"
-version = "1.5.0"
+version = "1.8.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
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-python-versions = ">=3.8"
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+    {file = "frozenlist-1.8.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:940d4a017dbfed9daf46a3b086e1d2167e7012ee297fef9e1c545c4d022f5178"},
+    {file = "frozenlist-1.8.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b9be22a69a014bc47e78072d0ecae716f5eb56c15238acca0f43d6eb8e4a5bda"},
+    {file = "frozenlist-1.8.0-cp39-cp39-win32.whl", hash = "sha256:1aa77cb5697069af47472e39612976ed05343ff2e84a3dcf15437b232cbfd087"},
+    {file = "frozenlist-1.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:7398c222d1d405e796970320036b1b563892b65809d9e5261487bb2c7f7b5c6a"},
+    {file = "frozenlist-1.8.0-cp39-cp39-win_arm64.whl", hash = "sha256:b4f3b365f31c6cd4af24545ca0a244a53688cad8834e32f56831c4923b50a103"},
+    {file = "frozenlist-1.8.0-py3-none-any.whl", hash = "sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d"},
+    {file = "frozenlist-1.8.0.tar.gz", hash = "sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad"},
 ]
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.9.0"
 description = "File-system specification"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
-    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
+    {file = "fsspec-2025.9.0-py3-none-any.whl", hash = "sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7"},
+    {file = "fsspec-2025.9.0.tar.gz", hash = "sha256:19fd429483d25d28b65ec68f9f4adc16c17ea2c7c7bf54ec61360d478fb19c19"},
 ]
 
 [package.extras]
@@ -888,7 +968,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff"]
+dev = ["pre-commit", "ruff (>=0.5)"]
 doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
@@ -907,71 +987,83 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
-test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
-test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""]
 tqdm = ["tqdm"]
 
 [[package]]
 name = "graphrag-sdk"
-version = "0.5.0"
+version = "0.8.1"
 description = "Enables graph-based RAG and integration with LLMs for advanced querying and knowledge graph creation."
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<3.14,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "graphrag_sdk-0.5.0.tar.gz", hash = "sha256:e3c0bd76774988f05a6c14fe538bad6502fe33bba33f649a00254d328dec82b0"},
+    {file = "graphrag_sdk-0.8.1.tar.gz", hash = "sha256:285d43a450bf27f2c737025fbf6277b05f097743b585192ec72086386d2fb904"},
 ]
 
 [package.dependencies]
 backoff = ">=2.2.1,<3.0.0"
-bs4 = ">=0.0.2,<0.0.3"
+beautifulsoup4 = ">=4.12.3,<5.0.0"
 falkordb = ">=1.0.9,<2.0.0"
 fix-busted-json = ">=0.0.18,<0.0.19"
-ipykernel = ">=6.29.5,<7.0.0"
-litellm = {version = ">=1.52.14,<2.0.0", optional = true, markers = "extra == \"all\" or extra == \"litellm\""}
-ollama = {version = ">=0.2.1,<0.3.0", optional = true, markers = "extra == \"all\" or extra == \"ollama\" or extra == \"litellm\""}
-pypdf = ">=4.2.0,<5.0.0"
-python-abc = ">=0.2.0,<0.3.0"
+litellm = ">=1.73.1,<2.0.0"
+pypdf = ">=5.9.0,<6.0.0"
 python-dotenv = ">=1.0.1,<2.0.0"
 ratelimit = ">=2.2.1,<3.0.0"
 requests = ">=2.32.3,<3.0.0"
+rich = ">=13.9.4,<14.0.0"
 typing-extensions = ">=4.12.1,<5.0.0"
 
-[package.extras]
-all = ["google-generativeai (>=0.8.1,<0.9.0)", "litellm (>=1.52.14,<2.0.0)", "ollama (>=0.2.1,<0.3.0)", "openai (>=1.35.9,<2.0.0)", "vertexai (>=1.49.0,<2.0.0)"]
-google-generativeai = ["google-generativeai (>=0.8.1,<0.9.0)"]
-litellm = ["litellm (>=1.52.14,<2.0.0)", "ollama (>=0.2.1,<0.3.0)"]
-ollama = ["ollama (>=0.2.1,<0.3.0)"]
-openai = ["openai (>=1.35.9,<2.0.0)"]
-vertexai = ["vertexai (>=1.49.0,<2.0.0)"]
-
 [[package]]
 name = "h11"
-version = "0.14.0"
+version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
-    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
 
+[[package]]
+name = "hf-xet"
+version = "1.1.10"
+description = "Fast transfer of large files with the Hugging Face Hub."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
+files = [
+    {file = "hf_xet-1.1.10-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:686083aca1a6669bc85c21c0563551cbcdaa5cf7876a91f3d074a030b577231d"},
+    {file = "hf_xet-1.1.10-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:71081925383b66b24eedff3013f8e6bbd41215c3338be4b94ba75fd75b21513b"},
+    {file = "hf_xet-1.1.10-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b6bceb6361c80c1cc42b5a7b4e3efd90e64630bcf11224dcac50ef30a47e435"},
+    {file = "hf_xet-1.1.10-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eae7c1fc8a664e54753ffc235e11427ca61f4b0477d757cc4eb9ae374b69f09c"},
+    {file = "hf_xet-1.1.10-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0a0005fd08f002180f7a12d4e13b22be277725bc23ed0529f8add5c7a6309c06"},
+    {file = "hf_xet-1.1.10-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f900481cf6e362a6c549c61ff77468bd59d6dd082f3170a36acfef2eb6a6793f"},
+    {file = "hf_xet-1.1.10-cp37-abi3-win_amd64.whl", hash = "sha256:5f54b19cc347c13235ae7ee98b330c26dd65ef1df47e5316ffb1e87713ca7045"},
+    {file = "hf_xet-1.1.10.tar.gz", hash = "sha256:408aef343800a2102374a883f283ff29068055c111f003ff840733d3b715bb97"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "httpcore"
-version = "1.0.7"
+version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
-    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
+    {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
+    {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 ]
 
 [package.dependencies]
 certifi = "*"
-h11 = ">=0.13,<0.15"
+h11 = ">=0.16"
 
 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
@@ -1007,19 +1099,20 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.28.0"
+version = "0.36.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
-    {file = "huggingface_hub-0.28.0-py3-none-any.whl", hash = "sha256:71cff4e500efe68061d94b7f6d3114e183715088be7a90bf4dd84af83b5f5cdb"},
-    {file = "huggingface_hub-0.28.0.tar.gz", hash = "sha256:c2b18c02a47d4384763caddb4d0ab2a8fc6c16e0800d6de4d55d0a896244aba3"},
+    {file = "huggingface_hub-0.36.0-py3-none-any.whl", hash = "sha256:7bcc9ad17d5b3f07b57c78e79d527102d08313caa278a641993acddcb894548d"},
+    {file = "huggingface_hub-0.36.0.tar.gz", hash = "sha256:47b3f0e2539c39bf5cde015d63b72ec49baff67b6931c3d97f3f84532e2b8d25"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = ">=2023.5.0"
+hf-xet = {version = ">=1.1.3,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -1027,29 +1120,32 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
+hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
 inference = ["aiohttp"]
-quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
+mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
+oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)", "ty"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
+    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
+    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
 ]
 
 [package.extras]
@@ -1057,14 +1153,14 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "importlib-metadata"
-version = "8.6.1"
+version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
-    {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
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@@ -1081,89 +1177,16 @@ type = ["pytest-mypy"]
 
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+version = "2.3.0"
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 [[package]]
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+version = "3.1.6"
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 [package.dependencies]
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 ]
 
 [[package]]
 name = "jsonschema"
-version = "4.23.0"
+version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -1358,95 +1407,56 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
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 [[package]]
 name = "jsonschema-specifications"
-version = "2024.10.1"
+version = "2025.9.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-
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-
 [[package]]
 name = "litellm"
-version = "1.59.9"
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 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
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 [package.dependencies]
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 click = "*"
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 importlib-metadata = ">=6.8.0"
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 python-dotenv = ">=0.2.0"
 tiktoken = ">=0.7.0"
 tokenizers = "*"
 
 [package.extras]
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+semantic-router = ["semantic-router ; python_version >= \"3.9\""]
+utils = ["numpydoc"]
 
 [[package]]
 name = "lsprotocol"
@@ -1464,192 +1474,295 @@ files = [
 attrs = ">=21.3.0"
 cattrs = "!=23.2.1"
 
+[[package]]
+name = "markdown-it-py"
+version = "4.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
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+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
+
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 python-versions = ">=3.9"
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@@ -1675,330 +1788,240 @@ url = "https://github.com/AviAvni/multilspy.git"
 reference = "python-init-params"
 resolved_reference = "1840bb9587d3d8b2fd5c50be4e75f011dab4c0f8"
 
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-
-[package.dependencies]
-httpx = ">=0.27.0,<0.28.0"
-
 [[package]]
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 description = "The official Python library for the openai API"
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 python-versions = ">=3.8"
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 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
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 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
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+voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
 
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -2182,74 +2228,83 @@ ws = ["websockets (>=11.0.3)"]
 
 [[package]]
 name = "pygments"
-version = "2.19.1"
+version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "test"]
 files = [
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 ]
 
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "pyjwt"
+version = "2.10.1"
+description = "JSON Web Token implementation in Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
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 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
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+full = ["Pillow (>=8.0.0)", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
 
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+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
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-python-versions = ">=3.8"
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-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
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+exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
-
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-description = "A python implementation of the ABC Software metric"
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-]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -2268,233 +2323,102 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
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+version = "1.1.1"
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-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.extras]
 cli = ["click (>=5.0)"]
 
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-optional = false
-python-versions = "*"
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 python-versions = ">=3.8"
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 files = [
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-cffi = {version = "*", markers = "implementation_name == \"pypy\""}
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 version = "2.2.1"
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 [package.extras]
 hiredis = ["hiredis (>=3.0.0)"]
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 name = "referencing"
-version = "0.36.2"
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 [[package]]
 name = "regex"
-version = "2024.11.6"
+version = "2025.10.23"
 description = "Alternative regular expression module, to replace re."
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 [[package]]
@@ -2668,117 +2614,149 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
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 [package.dependencies]
@@ -2887,36 +2871,36 @@ blobfile = ["blobfile (>=2)"]
 
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+version = "0.22.1"
 description = ""
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 [package.dependencies]
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 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
 
 [[package]]
 name = "toml"
@@ -2932,66 +2916,55 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.2.1"
+version = "2.3.0"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["test"]
 markers = "python_version == \"3.10\""
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 slack = ["slack-sdk"]
 telegram = ["requests"]
 
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@@ -3140,26 +3097,42 @@ core = ["tree-sitter (>=0.22,<1.0)"]
 
 [[package]]
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-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "test"]
+files = [
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+]
+markers = {test = "python_version == \"3.10\""}
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
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+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
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+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
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 [package.extras]
@@ -3183,18 +3156,6 @@ files = [
 [package.extras]
 crypto-eth-addresses = ["eth-hash[pycryptodome] (>=0.7.0)"]
 
-[[package]]
-name = "wcwidth"
-version = "0.2.13"
-description = "Measures the displayed width of unicode strings in a terminal"
-optional = false
-python-versions = "*"
-groups = ["main"]
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-
 [[package]]
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 version = "3.1.3"
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 python-versions = ">=3.9"
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+    {file = "yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3aa27acb6de7a23785d81557577491f6c38a5209a254d1191519d07d8fe51748"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:af74f05666a5e531289cb1cc9c883d1de2088b8e5b4de48004e5ca8a830ac859"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:62441e55958977b8167b2709c164c91a6363e25da322d87ae6dd9c6019ceecf9"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b580e71cac3f8113d3135888770903eaf2f507e9421e5697d6ee6d8cd1c7f054"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e81fda2fb4a07eda1a2252b216aa0df23ebcd4d584894e9612e80999a78fd95b"},
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+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:088e4e08f033db4be2ccd1f34cf29fe994772fb54cfe004bbf54db320af56890"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e4e1f6f0b4da23e61188676e3ed027ef0baa833a2e633c29ff8530800edccba"},
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+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:029866bde8d7b0878b9c160e72305bbf0a7342bcd20b9999381704ae03308dc8"},
+    {file = "yarl-1.22.0-cp39-cp39-win32.whl", hash = "sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b"},
+    {file = "yarl-1.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed"},
+    {file = "yarl-1.22.0-cp39-cp39-win_arm64.whl", hash = "sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2"},
+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 
 [package.extras]
@@ -3327,10 +3336,10 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = "^3.10"
-content-hash = "214c198afc9ad9a5da787805adc5377ed9abb6c404cdaa2beb73cf6c157709e2"
+python-versions = ">=3.10,<3.14"
+content-hash = "aeb25712677c3bdf8942c1bd3a76fe77b71800c3f73f51b440de46f7b87adae0"
diff --git a/backend/app/database/falkor/code-graph-backend/pyproject.toml b/backend/app/database/falkor/code-graph-backend/pyproject.toml
index 7212871f..d64abb39 100644
--- a/backend/app/database/falkor/code-graph-backend/pyproject.toml
+++ b/backend/app/database/falkor/code-graph-backend/pyproject.toml
@@ -7,8 +7,8 @@ readme = "README.md"
 package-mode = false
 
 [tool.poetry.dependencies]
-python = "^3.10"
-graphrag-sdk = { version = "^0.5.0", extras = ["litellm"] }
+python = ">=3.10,<3.14"
+graphrag-sdk = "^0.8.1"
 tree-sitter = "^0.24.0"
 validators = "^0.34.0"
 falkordb = "^1.0.10"
diff --git a/backend/app/models/database/supabase.py b/backend/app/models/database/supabase.py
index 6c096618..ac9085ae 100644
--- a/backend/app/models/database/supabase.py
+++ b/backend/app/models/database/supabase.py
@@ -1,4 +1,4 @@
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, Field, ConfigDict
 from uuid import UUID
 from typing import Optional, List
 from datetime import datetime
@@ -225,5 +225,4 @@ class IndexedRepository(BaseModel):
     edge_count: int = 0
     last_error: Optional[str] = None
 
-    class Config:
-        orm_mode = True
+    model_config = ConfigDict(from_attributes=True)
diff --git a/backend/app/services/integration_service.py b/backend/app/services/integration_service.py
index 3193abd9..21f87e48 100644
--- a/backend/app/services/integration_service.py
+++ b/backend/app/services/integration_service.py
@@ -7,13 +7,17 @@
     IntegrationCreateRequest,
     IntegrationUpdateRequest,
     IntegrationResponse,
-    IntegrationStatusResponse,
-    NotFoundError
+    IntegrationStatusResponse
 )
 
 logger = logging.getLogger(__name__)
 
 
+class IntegrationNotFoundError(Exception):
+    """Raised when an integration is not found."""
+    pass
+
+
 class IntegrationService:
     """Service for registering organizations (stores org info only)."""
 
@@ -143,7 +147,7 @@ async def update_integration(
 
             existing = await self.get_integration(user_id, integration_id)
             if not existing:
-                raise NotFoundError("Integration not found")
+                raise IntegrationNotFoundError("Integration not found")
 
             if request.organization_link is not None:
                 base_config = (update_data.get("config") or existing.config or {}).copy()
@@ -170,6 +174,11 @@ async def update_integration(
     async def delete_integration(self, user_id: UUID, integration_id: UUID) -> bool:
         """Delete an integration."""
         try:
+            # Check if integration exists before deleting
+            existing = await self.get_integration(user_id, integration_id)
+            if not existing:
+                raise IntegrationNotFoundError("Integration not found")
+
             await self.supabase.table("organization_integrations")\
                 .delete()\
                 .eq("id", str(integration_id))\
diff --git a/backend/integrations/discord/bot.py b/backend/integrations/discord/bot.py
index a55f66b4..dbb7c3a4 100644
--- a/backend/integrations/discord/bot.py
+++ b/backend/integrations/discord/bot.py
@@ -20,6 +20,7 @@ def __init__(self, queue_manager: AsyncQueueManager, **kwargs):
         super().__init__(
             command_prefix=None,
             intents=intents,
+            heartbeat_timeout=60.0,
             **kwargs
         )
 
diff --git a/backend/main.py b/backend/main.py
index e519f413..b7ad80a6 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -141,5 +141,7 @@ async def favicon():
         "__main__:api",
         host="0.0.0.0",
         port=8000,
-        reload=True
+        reload=True,
+        ws_ping_interval=20,
+        ws_ping_timeout=20
     )
diff --git a/backend/requirements.txt b/backend/requirements.txt
index 5f446528..59827539 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -153,7 +153,7 @@ proto-plus==1.26.1
 protobuf>=3.20.2,<4.0
 ptyprocess==0.7.0
 pure_eval==0.2.3
-py-cord==2.6.1
+py-cord==2.6.2  # Latest version to minimize deprecation warnings
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycodestyle==2.13.0
@@ -224,7 +224,7 @@ watchfiles==1.0.5
 wcwidth==0.2.13
 weaviate-client==4.15.4
 websocket-client==1.8.0
-websockets==14.2
+websockets>=15.0.1,<16.0.0
 wrapt==1.17.2
 xxhash==3.5.0
 yarl==1.20.1
diff --git a/backend/start_github_mcp_server.py b/backend/start_github_mcp_server.py
index 307a7cf4..2010a280 100644
--- a/backend/start_github_mcp_server.py
+++ b/backend/start_github_mcp_server.py
@@ -11,14 +11,14 @@
     try:
         from app.agents.devrel.github.services.github_mcp_server import app
         import uvicorn
-        
+
         print("Starting GitHub MCP Server...")
         print("Server will be available at: http://localhost:8001")
         print("Health check: http://localhost:8001/health")
         print("Press Ctrl+C to stop the server")
-        
-        uvicorn.run(app, host="0.0.0.0", port=8001)
-        
+
+        uvicorn.run(app, host="0.0.0.0", port=8001, ws_ping_interval=20, ws_ping_timeout=20)
+
     except ImportError as e:
         print(f"Import error: {e}")
         print("Make sure you're running this from the backend directory")
diff --git a/poetry.lock b/poetry.lock
index 95a5851c..ab5b1c87 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aio-pika"
@@ -792,14 +792,14 @@ packaging = "*"
 
 [[package]]
 name = "discord-py"
-version = "2.5.2"
+version = "2.6.4"
 description = "A Python wrapper for the Discord API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "discord_py-2.5.2-py3-none-any.whl", hash = "sha256:81f23a17c50509ffebe0668441cb80c139e74da5115305f70e27ce821361295a"},
-    {file = "discord_py-2.5.2.tar.gz", hash = "sha256:01cd362023bfea1a4a1d43f5280b5ef00cad2c7eba80098909f98bf28e578524"},
+    {file = "discord_py-2.6.4-py3-none-any.whl", hash = "sha256:2783b7fb7f8affa26847bfc025144652c294e8fe6e0f8877c67ed895749eb227"},
+    {file = "discord_py-2.6.4.tar.gz", hash = "sha256:44384920bae9b7a073df64ae9b14c8cf85f9274b5ad5d1d07bd5a67539de2da9"},
 ]
 
 [package.dependencies]
@@ -807,11 +807,11 @@ aiohttp = ">=3.7.4,<4"
 audioop-lts = {version = "*", markers = "python_version >= \"3.13\""}
 
 [package.extras]
-dev = ["black (==22.6)", "typing_extensions (>=4.3,<5)"]
+dev = ["ruff (==0.12)", "typing_extensions (>=4.3,<5)"]
 docs = ["imghdr-lts (==1.0.0) ; python_version >= \"3.13\"", "sphinx (==4.4.0)", "sphinx-inline-tabs (==2023.4.21)", "sphinxcontrib-applehelp (==1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (==2.0.1)", "sphinxcontrib-jsmath (==1.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-websupport (==1.2.4)", "sphinxcontrib_trio (==1.1.2)", "typing-extensions (>=4.3,<5)"]
-speed = ["Brotli", "aiodns (>=1.1) ; sys_platform != \"win32\"", "cchardet (==2.1.7) ; python_version < \"3.10\"", "orjson (>=3.5.4)", "zstandard (>=0.23.0)"]
+speed = ["Brotli", "aiodns (>=1.1) ; sys_platform != \"win32\"", "cchardet (==2.1.7) ; python_version < \"3.10\"", "orjson (>=3.5.4)", "zstandard (>=0.23.0) ; python_version <= \"3.13\""]
 test = ["coverage[toml]", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "typing-extensions (>=4.3,<5)", "tzdata ; sys_platform == \"win32\""]
-voice = ["PyNaCl (>=1.3.0,<1.6)"]
+voice = ["PyNaCl (>=1.5.0,<1.6)"]
 
 [[package]]
 name = "distro"
@@ -6031,14 +6031,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.35.0"
+version = "0.38.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
-    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
+    {file = "uvicorn-0.38.0-py3-none-any.whl", hash = "sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02"},
+    {file = "uvicorn-0.38.0.tar.gz", hash = "sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d"},
 ]
 
 [package.dependencies]
@@ -6573,4 +6573,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.14"
-content-hash = "c0d820e138974647d8405b5152eeca3ed8032ddad50ce05615e274e5d509d6ac"
+content-hash = "f24bcdb4ab7ef008b3879459da06c43c4164952cc806a3cd814035432db2de64"
diff --git a/pyproject.toml b/pyproject.toml
index fa7d6643..3dcdf3cc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,10 +23,10 @@ dependencies = [
     "langchain-google-genai (>=2.1.5,<3.0.0)",
     "python-dotenv (>=1.1.1,<2.0.0)",
     "aio-pika (>=9.5.5,<10.0.0)",
-    "uvicorn (>=0.35.0,<0.36.0)",
+    "uvicorn (>=0.38.0,<0.39.0)",
     "ddgs (>=9.0.2,<10.0.0)",
     "fastmcp>=2.11.3,<3.0.0",
-    "discord-py (>=2.5.2,<3.0.0)",
+    "discord-py (>=2.6.4,<3.0.0)",
     "graphrag-sdk (>=0.8.1,<0.9.0)",
     "tree-sitter (>=0.25.2,<0.26.0)",
     "validators (>=0.35.0,<0.36.0)",
@@ -39,6 +39,7 @@ dependencies = [
     "javatools (>=1.6.0,<2.0.0)",
     "pygit2 (>=1.18.2,<2.0.0)",
     "toml (>=0.10.2,<0.11.0)",
+    "websockets (>=15.0.1,<16.0.0)",
 ]
 
 [tool.poetry]