diff --git a/poetry.lock b/poetry.lock
index 731164b..1b68275 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,173 @@
-# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
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+description = "Async http client/server framework (asyncio)"
+optional = false
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+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
+
+[[package]]
+name = "aiosignal"
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+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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 [[package]]
 name = "alembic"
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 ]
 
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+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+
 [[package]]
 name = "black"
 version = "25.11.0"
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 [package.dependencies]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
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 [[package]]
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 [[package]]
 name = "fsspec"
 version = "2025.10.0"
@@ -1097,22 +1413,22 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.45"
+version = "3.1.50"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 [package.extras]
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+doc = ["sphinx (>=7.4.7,<8)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy (==1.18.2) ; python_version >= \"3.9\"", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
 [[package]]
 name = "google-auth"
@@ -1296,35 +1612,38 @@ files = [
 
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 name = "hf-xet"
-version = "1.2.0"
+version = "1.5.0"
 description = "Fast transfer of large files with the Hugging Face Hub."
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1447,42 +1766,39 @@ backends = ["redis (>=3.0.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.36.0"
+version = "1.14.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-filelock = "*"
+filelock = ">=3.10.0"
 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\""}
+hf-xet = {version = ">=1.4.3,<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"
-requests = "*"
 tqdm = ">=4.42.1"
-typing-extensions = ">=3.7.4.3"
+typer = ">=0.20.0"
+typing-extensions = ">=4.1.0"
 
 [package.extras]
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-cli = ["InquirerPy (==0.3.4)"]
-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)"]
+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-transfer = ["hf-transfer (>=0.1.4)"]
-hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"]
-inference = ["aiohttp"]
-mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"]
+gradio = ["gradio (>=5.0.0)", "requests"]
+hf-xet = ["hf-xet (>=1.4.3,<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) ; 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", "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)"]
+quality = ["libcst (>=1.4.0)", "mypy (==1.15.0)", "ruff (>=0.9.0)", "ty"]
+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-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+typing = ["types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
 [[package]]
 name = "idna"
@@ -1772,14 +2088,14 @@ files = [
 
 [[package]]
 name = "mako"
-version = "1.3.10"
+version = "1.3.12"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"},
-    {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"},
+    {file = "mako-1.3.12-py3-none-any.whl", hash = "sha256:8f61569480282dbf557145ce441e4ba888be453c30989f879f0d652e39f53ea9"},
+    {file = "mako-1.3.12.tar.gz", hash = "sha256:9f778e93289bd410bb35daadeb4fc66d95a746f0b75777b942088b7fd7af550a"},
 ]
 
 [package.dependencies]
@@ -2006,31 +2322,32 @@ files = [
 
 [[package]]
 name = "mlflow"
-version = "3.9.0"
+version = "3.12.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow-3.9.0-py3-none-any.whl", hash = "sha256:280f94854e5ece42fc5538180b276661c62dbfb2c848a98e8873e78915379ac6"},
-    {file = "mlflow-3.9.0.tar.gz", hash = "sha256:47a41fa22107b0ceee1f91e2184759ebfaffa31d7913b70318b78fb5369e52ec"},
+    {file = "mlflow-3.12.0-py3-none-any.whl", hash = "sha256:e1c28ed4c48557cc52c766f17f1ca5826753ddf241d43f30f99c45f7ea6b3ce0"},
+    {file = "mlflow-3.12.0.tar.gz", hash = "sha256:227ee31c6abf7ae3b3c38d4ca87c356e107578740c1efee89da43f2a5b9e3b47"},
 ]
 
 [package.dependencies]
+aiohttp = "<4"
 alembic = "<1.10.0 || >1.10.0,<2"
 cryptography = ">=43.0.0,<47"
 docker = ">=4.0.0,<8"
 Flask = "<4"
 Flask-CORS = "<7"
 graphene = "<4"
-gunicorn = {version = "<24", markers = "platform_system != \"Windows\""}
+gunicorn = {version = "<26", markers = "platform_system != \"Windows\""}
 huey = ">=2.5.4,<3"
 matplotlib = "<4"
-mlflow-skinny = "3.9.0"
-mlflow-tracing = "3.9.0"
+mlflow-skinny = "3.12.0"
+mlflow-tracing = "3.12.0"
 numpy = "<3"
 pandas = "<3"
-pyarrow = ">=4.0.0,<23"
+pyarrow = ">=4.0.0,<24"
 scikit-learn = "<2"
 scipy = "<2"
 skops = "<1"
@@ -2040,84 +2357,89 @@ waitress = {version = "<4", markers = "platform_system == \"Windows\""}
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
 auth = ["Flask-WTF (<2)"]
+azure = ["azure-identity (>=1.6.1)", "azure-storage-blob (>=12)"]
 databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
 db = ["PyMySQL", "psycopg2-binary", "pymssql"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "litellm (>=1.0.0,<2)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4"]
+gateway = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+genai = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.3.15,<=1.2.3)"]
-mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<3)"]
+kubernetes = ["kubernetes"]
+langchain = ["langchain (>=0.3.25,<=1.2.15)"]
+mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<4)"]
 mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"]
 sqlserver = ["mlflow-dbstore"]
 
 [[package]]
 name = "mlflow-skinny"
-version = "3.9.0"
+version = "3.12.0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow_skinny-3.9.0-py3-none-any.whl", hash = "sha256:9b98706cdf9e07a61da7fbcd717c8d35ac89c76e084d25aafdbc150028e832d5"},
-    {file = "mlflow_skinny-3.9.0.tar.gz", hash = "sha256:0598e0635dd1af9d195fb429210819aa4b56e9d6014f87134241f2325d57a290"},
+    {file = "mlflow_skinny-3.12.0-py3-none-any.whl", hash = "sha256:0498f3697abcabcc6204c432ef179840f6a7a34ce123837c98c1913064fda6dd"},
+    {file = "mlflow_skinny-3.12.0.tar.gz", hash = "sha256:74d27066bc9553d281e0c31d25f07deb39dbe99d190e4f7c257703e5c8ee6d10"},
 ]
 
 [package.dependencies]
-cachetools = ">=5.0.0,<7"
+cachetools = ">=5.0.0,<8"
 click = ">=7.0,<9"
 cloudpickle = "<4"
 databricks-sdk = ">=0.20.0,<1"
 fastapi = "<1"
 gitpython = ">=3.1.9,<4"
-importlib_metadata = ">=3.7.0,<4.7.0 || >4.7.0,<9"
+importlib_metadata = ">=3.7.0,<4.7.0 || >4.7.0,<10"
 opentelemetry-api = ">=1.9.0,<3"
 opentelemetry-proto = ">=1.9.0,<3"
 opentelemetry-sdk = ">=1.9.0,<3"
-packaging = "<26"
-protobuf = ">=3.12.0,<7"
+packaging = "<27"
+protobuf = ">=3.12.0,<8"
 pydantic = ">=2.0.0,<3"
 python-dotenv = ">=0.19.0,<2"
 pyyaml = ">=5.1,<7"
 requests = ">=2.17.3,<3"
 sqlparse = ">=0.4.0,<1"
+starlette = "<1"
 typing-extensions = ">=4.0.0,<5"
 uvicorn = "<1"
 
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
 auth = ["Flask-WTF (<2)"]
+azure = ["azure-identity (>=1.6.1)", "azure-storage-blob (>=12)"]
 databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
 db = ["PyMySQL", "psycopg2-binary", "pymssql"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "litellm (>=1.0.0,<2)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4"]
+gateway = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+genai = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.3.15,<=1.2.3)"]
-mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<3)"]
+kubernetes = ["kubernetes"]
+langchain = ["langchain (>=0.3.25,<=1.2.15)"]
+mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<4)"]
 mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"]
 sqlserver = ["mlflow-dbstore"]
 
 [[package]]
 name = "mlflow-tracing"
-version = "3.9.0"
+version = "3.12.0"
 description = "MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow_tracing-3.9.0-py3-none-any.whl", hash = "sha256:93df8df0697303ad3135df6228934e5d9d2f264d2683b97a6f06ad865ec418a0"},
-    {file = "mlflow_tracing-3.9.0.tar.gz", hash = "sha256:3a0676e6f362712299d191108a5cbcd596f6d84f23f050dfbf80161e245d456c"},
+    {file = "mlflow_tracing-3.12.0-py3-none-any.whl", hash = "sha256:c6072553f47b42505dc7ee62946688a4a0dde8f06b78fbc60e946397b20e1518"},
+    {file = "mlflow_tracing-3.12.0.tar.gz", hash = "sha256:8702a34a1d4f1517ba904d716f5a8fca4675e6526f7d164d02bdaabececa2d80"},
 ]
 
 [package.dependencies]
-cachetools = ">=5.0.0,<7"
+cachetools = ">=5.0.0,<8"
 databricks-sdk = ">=0.20.0,<1"
 opentelemetry-api = ">=1.9.0,<3"
 opentelemetry-proto = ">=1.9.0,<3"
 opentelemetry-sdk = ">=1.9.0,<3"
-packaging = "<26"
-protobuf = ">=3.12.0,<7"
+packaging = "<27"
+protobuf = ">=3.12.0,<8"
 pydantic = ">=2.0.0,<3"
 
 [[package]]
@@ -2458,14 +2780,14 @@ test-extras = ["pytest-mpl", "pytest-randomly"]
 
 [[package]]
 name = "nltk"
-version = "3.9.2"
+version = "3.9.4"
 description = "Natural Language Toolkit"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "nltk-3.9.2-py3-none-any.whl", hash = "sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a"},
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+    {file = "nltk-3.9.4-py3-none-any.whl", hash = "sha256:f2fa301c3a12718ce4a0e9305c5675299da5ad9e26068218b69d692fda84828f"},
+    {file = "nltk-3.9.4.tar.gz", hash = "sha256:ed03bc098a40481310320808b2db712d95d13ca65b27372f8a403949c8b523d0"},
 ]
 
 [package.dependencies]
@@ -2484,86 +2806,84 @@ twitter = ["twython"]
 
 [[package]]
 name = "numpy"
-version = "2.3.5"
+version = "2.4.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
 files = [
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 [package.extras]
@@ -3219,6 +3539,137 @@ wcwidth = "*"
 [package.extras]
 tests = ["pytest", "pytest-cov", "pytest-lazy-fixtures"]
 
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 [[package]]
 name = "protobuf"
 version = "6.33.1"
@@ -3532,14 +3983,14 @@ typing-extensions = ">=4.14.1"
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.extras]
@@ -3562,14 +4013,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "9.0.1"
+version = "9.0.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
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 files = [
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 ]
 
 [package.dependencies]
@@ -3619,14 +4070,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "1.2.1"
+version = "1.2.2"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -3900,25 +4351,25 @@ files = [
 
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-version = "2.32.5"
+version = "2.34.0"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
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 ]
 
 [package.dependencies]
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+certifi = ">=2023.5.7"
 charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<3"
+urllib3 = ">=1.26,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<8)"]
 
 [[package]]
 name = "rich"
@@ -4788,78 +5239,58 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.57.1"
-description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+version = "5.8.1"
+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 = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
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 ]
 
 [package.dependencies]
-filelock = "*"
-huggingface-hub = ">=0.34.0,<1.0"
+huggingface-hub = ">=1.5.0,<2.0"
 numpy = ">=1.17"
 packaging = ">=20.0"
 pyyaml = ">=5.1"
-regex = "!=2019.12.17"
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 [[package]]
 name = "triton"
@@ -5102,21 +5533,21 @@ files = [
 
 [[package]]
 name = "urllib3"
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+version = "2.7.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
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 [[package]]
 name = "uuid6"
@@ -5557,6 +5988,149 @@ markupsafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
+[[package]]
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+description = "Yet another URL library"
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+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
 [[package]]
 name = "zipp"
 version = "3.23.0"
@@ -5580,4 +6154,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13,<3.14"
-content-hash = "560a1ea156905a760105a5941451fe91e802b813171d3d119574b2d8b49c0cb5"
+content-hash = "324bc17fb7a08126b6063959ece15ea6e7d0677dd78bc7e25eabc2f78562ed3d"
diff --git a/pyproject.toml b/pyproject.toml
index b12cae8..bd8de23 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ dependencies = [
     "mlflow (>=2.10.0)",
     "nvidia-ml-py (>=12.0.0)",
     "psutil (>=5.9.0)",
-    "transformers (>=4.57.1,<5.0.0)",
+    "transformers (>=5.0.0)",
     "river (>=0.21.0,<0.24.0)",
     "evidently (>=0.4.0,<0.8.0)",
     "matplotlib (>=3.10.7,<4.0.0)"