diff --git a/poetry.lock b/poetry.lock
index 06c9fd6726..1c6ef5dfdb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
@@ -326,13 +326,13 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.4.0"
+version = "26.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
 files = [
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-    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
+    {file = "attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309"},
+    {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"},
 ]
 
 [[package]]
@@ -432,13 +432,13 @@ numpy = {version = ">=1.19.0,<3.0.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "cachetools"
-version = "7.0.2"
+version = "7.0.5"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.10"
 files = [
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-    {file = "cachetools-7.0.2.tar.gz", hash = "sha256:7e7f09a4ca8b791d8bb4864afc71e9c17e607a28e6839ca1a644253c97dbeae0"},
+    {file = "cachetools-7.0.5-py3-none-any.whl", hash = "sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114"},
+    {file = "cachetools-7.0.5.tar.gz", hash = "sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990"},
 ]
 
 [[package]]
@@ -572,124 +572,140 @@ files = [
 
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 name = "charset-normalizer"
-version = "3.4.4"
+version = "3.4.6"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
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 [[package]]
@@ -773,132 +789,131 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "confection"
-version = "0.1.5"
+version = "1.3.2"
 description = "The sweetest config system for Python"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.10"
 files = [
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+    {file = "confection-1.3.2.tar.gz", hash = "sha256:6590efa4e6ee5465ead06f563ae147a6c8059f42852427aa436744951caf8839"},
 ]
 
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-srsly = ">=2.4.0,<3.0.0"
+typing_extensions = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "coverage"
-version = "7.13.4"
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -1101,6 +1116,17 @@ files = [
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 ]
 
+[[package]]
+name = "einops"
+version = "0.8.2"
+description = "A new flavour of deep learning operations"
+optional = true
+python-versions = ">=3.9"
+files = [
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+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -1136,18 +1162,18 @@ robust-downloader = ">=0.0.2"
 
 [[package]]
 name = "fastapi"
-version = "0.135.1"
+version = "0.135.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
 annotated-doc = ">=0.0.2"
-pydantic = ">=2.7.0"
+pydantic = ">=2.9.0"
 starlette = ">=0.46.0"
 typing-extensions = ">=4.8.0"
 typing-inspection = ">=0.4.2"
@@ -1159,13 +1185,13 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
 name = "fastembed"
-version = "0.7.4"
+version = "0.8.0"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1179,12 +1205,13 @@ numpy = [
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 ]
 onnxruntime = [
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-    {version = ">1.20.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.17.0,<1.20.0 || >1.20.0,<1.24", markers = "python_version == \"3.10\""},
+    {version = ">=1.17.0,<1.20.0 || >1.20.0,<1.24.0 || >1.24.0,<1.24.1 || >1.24.1", markers = "python_version >= \"3.11\" and python_version < \"3.13\""},
+    {version = ">1.21.0,<1.24.0 || >1.24.0,<1.24.1 || >1.24.1", markers = "python_version == \"3.13\""},
 ]
 pillow = [
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-    {version = ">=11.0.0,<12.0", markers = "python_version >= \"3.13\""},
+    {version = ">=10.3.0,<13.0", markers = "python_version >= \"3.10\" and python_version < \"3.13\""},
+    {version = ">=11.0.0,<13.0", markers = "python_version == \"3.13\""},
 ]
 py-rust-stemmers = ">=0.1.0,<0.2.0"
 requests = ">=2.31,<3.0"
@@ -1279,13 +1306,13 @@ files = [
 
 [[package]]
 name = "filelock"
-version = "3.25.0"
+version = "3.25.2"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [[package]]
@@ -1554,19 +1581,18 @@ grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio (>=1.75.
 
 [[package]]
 name = "google-auth"
-version = "2.48.0"
+version = "2.49.1"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4,<5"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
@@ -1576,7 +1602,8 @@ pyjwt = ["pyjwt (>=2.0)"]
 pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "flask", "freezegun", "grpcio", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+rsa = ["rsa (>=3.1.4,<5)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "flask", "freezegun", "grpcio", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -1602,13 +1629,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.72.0"
+version = "1.73.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1799,36 +1826,36 @@ files = [
 
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+version = "1.4.2"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
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+    {file = "hf_xet-1.4.2-cp37-abi3-win_amd64.whl", hash = "sha256:ad185719fb2e8ac26f88c8100562dbf9dbdcc3d9d2add00faa94b5f106aea53f"},
+    {file = "hf_xet-1.4.2-cp37-abi3-win_arm64.whl", hash = "sha256:32c012286b581f783653e718c1862aea5b9eb140631685bb0c5e7012c8719a87"},
+    {file = "hf_xet-1.4.2.tar.gz", hash = "sha256:b7457b6b482d9e0743bd116363239b1fa904a5e65deede350fbc0c4ea67c71ea"},
 ]
 
 [package.extras]
@@ -1892,19 +1919,19 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "1.5.0"
+version = "1.7.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.9.0"
 files = [
-    {file = "huggingface_hub-1.5.0-py3-none-any.whl", hash = "sha256:c9c0b3ab95a777fc91666111f3b3ede71c0cdced3614c553a64e98920585c4ee"},
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+    {file = "huggingface_hub-1.7.2-py3-none-any.whl", hash = "sha256:288f33a0a17b2a73a1359e2a5fd28d1becb2c121748c6173ab8643fb342c850e"},
+    {file = "huggingface_hub-1.7.2.tar.gz", hash = "sha256:7f7e294e9bbb822e025bdb2ada025fa4344d978175a7f78e824d86e35f7ab43b"},
 ]
 
 [package.dependencies]
 filelock = ">=3.10.0"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.2.0,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.4.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 httpx = ">=0.23.0,<1"
 packaging = ">=20.9"
 pyyaml = ">=5.1"
@@ -1913,14 +1940,14 @@ typer = "*"
 typing-extensions = ">=4.1.0"
 
 [package.extras]
-all = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "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-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
-dev = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "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-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "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-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "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-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-xet = ["hf-xet (>=1.2.0,<2.0.0)"]
+hf-xet = ["hf-xet (>=1.4.2,<2.0.0)"]
 mcp = ["mcp (>=1.8.0)"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
 quality = ["libcst (>=1.4.0)", "mypy (==1.15.0)", "ruff (>=0.9.0)", "ty"]
-testing = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.4.2)", "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-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -1940,13 +1967,13 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "identify"
-version = "2.6.17"
+version = "2.6.18"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "identify-2.6.17-py2.py3-none-any.whl", hash = "sha256:be5f8412d5ed4b20f2bd41a65f920990bdccaa6a4a18a08f1eefdcd0bdd885f0"},
-    {file = "identify-2.6.17.tar.gz", hash = "sha256:f816b0b596b204c9fdf076ded172322f2723cf958d02f9c3587504834c8ff04d"},
+    {file = "identify-2.6.18-py2.py3-none-any.whl", hash = "sha256:8db9d3c8ea9079db92cafb0ebf97abdc09d52e97f4dcf773a2e694048b7cd737"},
+    {file = "identify-2.6.18.tar.gz", hash = "sha256:873ac56a5e3fd63e7438a7ecbc4d91aca692eb3fefa4534db2b7913f3fc352fd"},
 ]
 
 [package.extras]
@@ -2139,6 +2166,17 @@ files = [
     {file = "jiter-0.13.0.tar.gz", hash = "sha256:f2839f9c2c7e2dffc1bc5929a510e14ce0a946be9365fd1219e7ef342dae14f4"},
 ]
 
+[[package]]
+name = "joblib"
+version = "1.5.3"
+description = "Lightweight pipelining with Python functions"
+optional = true
+python-versions = ">=3.9"
+files = [
+    {file = "joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713"},
+    {file = "joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3"},
+]
+
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -2155,13 +2193,13 @@ jsonpointer = ">=1.9"
 
 [[package]]
 name = "jsonpointer"
-version = "3.0.0"
-description = "Identify specific nodes in a JSON document (RFC 6901)"
+version = "3.1.1"
+description = "Identify specific nodes in a JSON document (RFC 6901) "
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 files = [
-    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
-    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
+    {file = "jsonpointer-3.1.1-py3-none-any.whl", hash = "sha256:8ff8b95779d071ba472cf5bc913028df06031797532f08a7d5b602d8b2a488ca"},
+    {file = "jsonpointer-3.1.1.tar.gz", hash = "sha256:0b801c7db33a904024f6004d526dcc53bbb8a4a0f4e32bfd10beadf60adf1900"},
 ]
 
 [[package]]
@@ -2201,24 +2239,25 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain"
-version = "1.2.10"
+version = "1.2.13"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 files = [
-    {file = "langchain-1.2.10-py3-none-any.whl", hash = "sha256:e07a377204451fffaed88276b8193e894893b1003e25c5bca6539288ccca3698"},
-    {file = "langchain-1.2.10.tar.gz", hash = "sha256:bdcd7218d9c79a413cf15e106e4eb94408ac0963df9333ccd095b9ed43bf3be7"},
+    {file = "langchain-1.2.13-py3-none-any.whl", hash = "sha256:37d4526ac4b0cdd3d7706a6366124c30dc0771bf5340865b37cdc99d5e5ad9b1"},
+    {file = "langchain-1.2.13.tar.gz", hash = "sha256:d566ef67c8287e7f2e2df3c99bf3953a6beefd2a75a97fe56ecce905e21f3ef4"},
 ]
 
 [package.dependencies]
 langchain-core = ">=1.2.10,<2.0.0"
-langgraph = ">=1.0.8,<1.1.0"
+langgraph = ">=1.1.1,<1.2.0"
 pydantic = ">=2.7.4,<3.0.0"
 
 [package.extras]
 anthropic = ["langchain-anthropic"]
 aws = ["langchain-aws"]
 azure-ai = ["langchain-azure-ai"]
+baseten = ["langchain-baseten (>=0.2.0)"]
 community = ["langchain-community"]
 deepseek = ["langchain-deepseek"]
 fireworks = ["langchain-fireworks"]
@@ -2235,19 +2274,19 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-classic"
-version = "1.0.1"
+version = "1.0.3"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 files = [
-    {file = "langchain_classic-1.0.1-py3-none-any.whl", hash = "sha256:131d83a02bb80044c68fedc1ab4ae885d5b8f8c2c742d8ab9e7534ad9cda8e80"},
-    {file = "langchain_classic-1.0.1.tar.gz", hash = "sha256:40a499684df36b005a1213735dc7f8dca8f5eb67978d6ec763e7a49780864fdc"},
+    {file = "langchain_classic-1.0.3-py3-none-any.whl", hash = "sha256:26df1ec9806b1fbff19d9085a747ea7d8d82d7e3fb1d25132859979de627ef79"},
+    {file = "langchain_classic-1.0.3.tar.gz", hash = "sha256:168ef1dfbfb18cae5a9ff0accecc9413a5b5aa3464b53fa841561a3384b6324a"},
 ]
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=1.2.5,<2.0.0"
-langchain-text-splitters = ">=1.1.0,<2.0.0"
+langchain-core = ">=1.2.19,<2.0.0"
+langchain-text-splitters = ">=1.1.1,<2.0.0"
 langsmith = ">=0.1.17,<1.0.0"
 pydantic = ">=2.7.4,<3.0.0"
 pyyaml = ">=5.3.0,<7.0.0"
@@ -2300,13 +2339,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "1.2.17"
+version = "1.2.21"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 files = [
-    {file = "langchain_core-1.2.17-py3-none-any.whl", hash = "sha256:bf6bd6ce503874e9c2da1669a69383e967c3de1ea808921d19a9a6bff1a9fbbe"},
-    {file = "langchain_core-1.2.17.tar.gz", hash = "sha256:54aa267f3311e347fb2e50951fe08e53761cebfb999ab80e6748d70525bbe872"},
+    {file = "langchain_core-1.2.21-py3-none-any.whl", hash = "sha256:486cb405e2ecb0c407cb5fb5379ed0f919eb4b8a868b60cc8c3c15a3dfb560a7"},
+    {file = "langchain_core-1.2.21.tar.gz", hash = "sha256:1a121d13976dc0908d5a8222262810ea483a4cf2b05006bdba75df5b11b554b3"},
 ]
 
 [package.dependencies]
@@ -2321,34 +2360,35 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-nvidia-ai-endpoints"
-version = "1.1.0"
+version = "1.2.1"
 description = "An integration package connecting NVIDIA AI Endpoints and LangChain"
 optional = true
 python-versions = "<4.0.0,>=3.10.0"
 files = [
-    {file = "langchain_nvidia_ai_endpoints-1.1.0-py3-none-any.whl", hash = "sha256:eb04251b2b21facf9d6f2e6e7fa593b89e4f5023ebe3af1e02813512d1cd9687"},
-    {file = "langchain_nvidia_ai_endpoints-1.1.0.tar.gz", hash = "sha256:048a3e6d7231365fdb9fff7bcff18ce6a516b25500681f51dcb69c39e82512a0"},
+    {file = "langchain_nvidia_ai_endpoints-1.2.1-py3-none-any.whl", hash = "sha256:eafb2186dea25d163089552c062274664540f2cbe251861c515700645fbf256d"},
+    {file = "langchain_nvidia_ai_endpoints-1.2.1.tar.gz", hash = "sha256:055d2511fa7374da65e5d3dd1705fb09125620a124c6247212d661286f64fa8d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.13.3,<4.0.0"
 filetype = ">=1.2.0,<2.0.0"
 langchain-core = ">=1.2.5,<2.0.0"
+requests = ">=2.28.0"
 
 [[package]]
 name = "langchain-openai"
-version = "1.1.10"
+version = "1.1.12"
 description = "An integration package connecting OpenAI and LangChain"
 optional = true
 python-versions = "<4.0.0,>=3.10.0"
 files = [
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 [[package]]
 name = "mpmath"
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 [[package]]
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 ]
 
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+
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+
+[package.extras]
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+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
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 version = "1.10.0"
@@ -3204,83 +3274,83 @@ files = [
 
 [[package]]
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 [package.dependencies]
@@ -3378,13 +3448,13 @@ sympy = "*"
 
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+version = "2.29.0"
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 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
-typing-extensions = ">=4.11,<5"
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 [package.extras]
 aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
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 [package.dependencies]
@@ -3951,12 +4005,12 @@ murmurhash = ">=0.28.0,<1.1.0"
 
 [[package]]
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 description = "Presidio Analyzer package"
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 [package.dependencies]
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 [[package]]
 name = "presidio-anonymizer"
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 ]
 
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 [[package]]
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 ]
 
 [[package]]
@@ -4676,13 +4730,13 @@ testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
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-version = "7.0.0"
+version = "7.1.0"
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 optional = false
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 catalogue = ">=2.0.4,<2.1.0"
-confection = ">=0.0.1,<1.0.0"
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 murmurhash = ">=1.0.2,<1.1.0"
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 packaging = ">=20.0"
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 pydantic = ">=2.0.0,<3.0.0"
 setuptools = "*"
-srsly = ">=2.4.0,<3.0.0"
+srsly = ">=2.4.0,<3.1.0"
 wasabi = ">=0.8.1,<1.2.0"
 
 [package.extras]
@@ -6087,6 +6328,17 @@ mxnet = ["mxnet (>=1.5.1,<1.6.0)"]
 tensorflow = ["tensorflow (>=2.0.0,<2.6.0)"]
 torch = ["torch (>=1.6.0)"]
 
+[[package]]
+name = "threadpoolctl"
+version = "3.6.0"
+description = "threadpoolctl"
+optional = true
+python-versions = ">=3.9"
+files = [
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+]
+
 [[package]]
 name = "tiktoken"
 version = "0.12.0"
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 ]
 
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+python-versions = ">=3.9"
+files = [
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+]
+
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+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+optional = true
+python-versions = ">=3.10"
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+[package.extras]
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+pyyaml = ["pyyaml"]
+
+[package.source]
+type = "legacy"
+url = "https://download.pytorch.org/whl/cpu"
+reference = "pytorch-cpu"
+
 [[package]]
 name = "tornado"
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+version = "6.5.5"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [[package]]
 name = "tox"
-version = "4.47.3"
+version = "4.50.3"
 description = "tox is a generic virtualenv management and test command line tool"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "tox-4.47.3-py3-none-any.whl", hash = "sha256:e447862a6821b421bbbfb8cbac071818c0a6884907a4c964d8322516d0b19b34"},
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+    {file = "tox-4.50.3-py3-none-any.whl", hash = "sha256:5e788a512bfe6f7447e0c8d7c1b666eb2e56e5e676c65717490423bec37d1a07"},
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 ]
 
 [package.dependencies]
-cachetools = ">=7.0.1"
+cachetools = ">=7.0.3"
 colorama = ">=0.4.6"
-filelock = ">=3.24.3"
+filelock = ">=3.25"
 packaging = ">=26"
-platformdirs = ">=4.9.2"
+platformdirs = ">=4.9.4"
 pluggy = ">=1.6"
 pyproject-api = ">=1.10"
 tomli = {version = ">=2.4", markers = "python_version < \"3.11\""}
+tomli-w = ">=1.2"
 typing-extensions = {version = ">=4.15", markers = "python_version < \"3.11\""}
-virtualenv = ">=20.39"
+virtualenv = ">=21.1"
 
 [package.extras]
 completion = ["argcomplete (>=3.6.3)"]
@@ -6357,6 +6675,59 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "transformers"
+version = "5.3.0"
+description = "Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training."
+optional = true
+python-versions = ">=3.10.0"
+files = [
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+    {file = "transformers-5.3.0.tar.gz", hash = "sha256:009555b364029da9e2946d41f1c5de9f15e6b1df46b189b7293f33a161b9c557"},
+]
+
+[package.dependencies]
+huggingface-hub = ">=1.3.0,<2.0"
+numpy = ">=1.17"
+packaging = ">=20.0"
+pyyaml = ">=5.1"
+regex = "!=2019.12.17"
+safetensors = ">=0.4.3"
+tokenizers = ">=0.22.0,<=0.23.0"
+tqdm = ">=4.27"
+typer = "*"
+
+[package.extras]
+accelerate = ["accelerate (>=1.1.0)"]
+all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=1.1.0)", "av", "blobfile", "jinja2 (>=3.1.0)", "jmespath (>=1.0.1)", "kernels (>=0.10.2,<0.11)", "librosa", "mistral-common[image] (>=1.8.8)", "num2words", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "tiktoken", "timm (>=1.0.23)", "torch (>=2.4)", "torchaudio", "torchvision"]
+audio = ["librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+benchmark = ["optimum-benchmark (>=0.3.0)"]
+chat-template = ["jinja2 (>=3.1.0)", "jmespath (>=1.0.1)"]
+codecarbon = ["codecarbon (>=2.8.1)"]
+deepspeed = ["accelerate (>=1.1.0)", "deepspeed (>=0.9.3)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=1.1.0)", "accelerate (>=1.1.0)", "beautifulsoup4", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.4.6)", "faiss-cpu", "fastapi", "filelock", "libcst", "mistral-common[image] (>=1.8.8)", "nltk (<=3.8.1)", "openai (>=1.98.0)", "optuna", "parameterized (>=0.9)", "protobuf", "protobuf", "psutil", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.14.10)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "tensorboard", "timeout-decorator", "torch (>=2.4)", "ty (==0.0.12)", "urllib3 (<2.0.0)", "uvicorn"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=1.1.0)", "accelerate (>=1.1.0)", "av", "beautifulsoup4", "blobfile", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "dill (<0.3.5)", "evaluate (>=0.4.6)", "faiss-cpu", "fastapi", "filelock", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "jinja2 (>=3.1.0)", "jmespath (>=1.0.1)", "kernels (>=0.10.2,<0.11)", "libcst", "librosa", "mistral-common[image] (>=1.8.8)", "mistral-common[image] (>=1.8.8)", "nltk (<=3.8.1)", "num2words", "openai (>=1.98.0)", "parameterized (>=0.9)", "phonemizer", "protobuf", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.14.10)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "sudachidict_core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tiktoken", "timeout-decorator", "timm (>=1.0.23)", "torch (>=2.4)", "torch (>=2.4)", "torchaudio", "torchvision", "ty (==0.0.12)", "unidic (>=1.0.2)", "unidic_lite (>=1.0.7)", "urllib3 (<2.0.0)", "uvicorn"]
+integrations = ["codecarbon (>=2.8.1)", "kernels (>=0.10.2,<0.11)", "optuna", "ray[tune] (>=2.7.0)"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict_core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic_lite (>=1.0.7)"]
+kernels = ["kernels (>=0.10.2,<0.11)"]
+mistral-common = ["mistral-common[image] (>=1.8.8)"]
+num2words = ["num2words"]
+open-telemetry = ["opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
+optuna = ["optuna"]
+quality = ["GitPython (<3.1.19)", "datasets (>=2.15.0)", "libcst", "rich", "ruff (==0.14.10)", "ty (==0.0.12)", "urllib3 (<2.0.0)"]
+ray = ["ray[tune] (>=2.7.0)"]
+retrieval = ["datasets (>=2.15.0)", "faiss-cpu"]
+sagemaker = ["sagemaker (>=2.31.0)"]
+sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
+serving = ["accelerate (>=1.1.0)", "fastapi", "openai (>=1.98.0)", "pydantic (>=2)", "rich", "starlette", "torch (>=2.4)", "uvicorn"]
+sklearn = ["scikit-learn"]
+testing = ["GitPython (<3.1.19)", "accelerate (>=1.1.0)", "beautifulsoup4", "datasets (>=2.15.0)", "datasets (>=2.15.0)", "dill (<0.3.5)", "evaluate (>=0.4.6)", "faiss-cpu", "fastapi", "filelock", "libcst", "mistral-common[image] (>=1.8.8)", "nltk (<=3.8.1)", "openai (>=1.98.0)", "parameterized (>=0.9)", "protobuf", "psutil", "pydantic (>=2)", "pytest (>=7.2.0,<9.0.0)", "pytest-asyncio (>=1.2.0)", "pytest-env", "pytest-order", "pytest-random-order", "pytest-rerunfailures (<16.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.14.10)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "starlette", "tensorboard", "timeout-decorator", "torch (>=2.4)", "ty (==0.0.12)", "urllib3 (<2.0.0)", "uvicorn"]
+tiktoken = ["blobfile", "tiktoken"]
+timm = ["timm (>=1.0.23)"]
+torch = ["accelerate (>=1.1.0)", "torch (>=2.4)"]
+video = ["av"]
+vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
+
 [[package]]
 name = "typer"
 version = "0.24.1"
@@ -6374,20 +6745,6 @@ click = ">=8.2.1"
 rich = ">=12.3.0"
 shellingham = ">=1.3.0"
 
-[[package]]
-name = "typer-slim"
-version = "0.24.0"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = true
-python-versions = ">=3.10"
-files = [
-    {file = "typer_slim-0.24.0-py3-none-any.whl", hash = "sha256:d5d7ee1ee2834d5020c7c616ed5e0d0f29b9a4b1dd283bdebae198ec09778d0e"},
-    {file = "typer_slim-0.24.0.tar.gz", hash = "sha256:f0ed36127183f52ae6ced2ecb2521789995992c521a46083bfcdbb652d22ad34"},
-]
-
-[package.dependencies]
-typer = ">=0.24.0"
-
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
@@ -6489,13 +6846,13 @@ files = [
 
 [[package]]
 name = "uvicorn"
-version = "0.41.0"
+version = "0.42.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "uvicorn-0.41.0-py3-none-any.whl", hash = "sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"},
-    {file = "uvicorn-0.41.0.tar.gz", hash = "sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a"},
+    {file = "uvicorn-0.42.0-py3-none-any.whl", hash = "sha256:96c30f5c7abe6f74ae8900a70e92b85ad6613b745d4879eb9b16ccad15645359"},
+    {file = "uvicorn-0.42.0.tar.gz", hash = "sha256:9b1f190ce15a2dd22e7758651d9b6d12df09a13d51ba5bf4fc33c383a48e1775"},
 ]
 
 [package.dependencies]
@@ -6508,13 +6865,13 @@ standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "21.1.0"
+version = "21.2.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "virtualenv-21.1.0-py3-none-any.whl", hash = "sha256:164f5e14c5587d170cf98e60378eb91ea35bf037be313811905d3a24ea33cc07"},
-    {file = "virtualenv-21.1.0.tar.gz", hash = "sha256:1990a0188c8f16b6b9cf65c9183049007375b26aad415514d377ccacf1e4fb44"},
+    {file = "virtualenv-21.2.0-py3-none-any.whl", hash = "sha256:1bd755b504931164a5a496d217c014d098426cddc79363ad66ac78125f9d908f"},
+    {file = "virtualenv-21.2.0.tar.gz", hash = "sha256:1720dc3a62ef5b443092e3f499228599045d7fea4c79199770499df8becf9098"},
 ]
 
 [package.dependencies]
@@ -6714,25 +7071,25 @@ files = [
 
 [[package]]
 name = "weasel"
-version = "0.4.3"
+version = "1.0.0"
 description = "Weasel: A small and easy workflow system"
 optional = true
 python-versions = ">=3.7"
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+    {file = "wrapt-2.1.2.tar.gz", hash = "sha256:3996a67eecc2c68fd47b4e3c564405a5777367adfd9b8abb58387b63ee83b21e"},
 ]
 
 [package.extras]
@@ -7396,10 +7769,11 @@ files = [
 cffi = ["cffi (>=1.17,<2.0)", "cffi (>=2.0.0b)"]
 
 [extras]
-all = ["aiofiles", "fast-langdetect", "google-cloud-language", "langchain-nvidia-ai-endpoints", "langchain-openai", "numpy", "numpy", "numpy", "numpy", "openai", "opentelemetry-api", "presidio-analyzer", "presidio-anonymizer", "streamlit", "tqdm", "yara-python"]
+all = ["aiofiles", "einops", "fast-langdetect", "google-cloud-language", "langchain-nvidia-ai-endpoints", "langchain-openai", "nltk", "numpy", "numpy", "numpy", "numpy", "openai", "opentelemetry-api", "presidio-analyzer", "presidio-anonymizer", "sentence-transformers", "spacy", "streamlit", "torch", "tqdm", "yara-python"]
 eval = ["numpy", "numpy", "numpy", "numpy", "streamlit", "tornado", "tqdm"]
 gcp = ["google-cloud-language"]
 jailbreak = ["yara-python"]
+models = ["einops", "nltk", "sentence-transformers", "spacy", "torch"]
 multilingual = ["fast-langdetect"]
 nvidia = ["langchain-nvidia-ai-endpoints"]
 openai = ["langchain-openai"]
@@ -7410,4 +7784,4 @@ tracing = ["aiofiles", "opentelemetry-api"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.14"
-content-hash = "066d34fb2e969dc7f2ff1d132afae3aa59ecd021122776c7579ad21764de8750"
+content-hash = "db1f6bcd99f411b711d3a8c642ecd0d82be81f4e8f9e4e176da225db34866d20"
diff --git a/requirements.txt b/requirements.txt
index 99ca5588c7..6d6b703a02 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,8 +7,11 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.12.15
     # via
     #   nemoguardrails (pyproject.toml)
+    #   aiohttp-retry
     #   langchain-community
     #   langchain-nvidia-ai-endpoints
+aiohttp-retry==2.9.1
+    # via nemoguardrails (pyproject.toml)
 aiosignal==1.4.0
     # via aiohttp
 annotated-doc==0.0.4
@@ -218,7 +221,9 @@ numpy==2.3.3
     #   thinc
     #   transformers
 onnxruntime==1.22.1
-    # via fastembed
+    # via
+    #   nemoguardrails (pyproject.toml)
+    #   fastembed
 openai==2.21.0
     # via
     #   nemoguardrails (pyproject.toml)