diff --git a/poetry.lock b/poetry.lock
index 5cb4eb6..0a77778 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,22 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "adal"
-version = "1.2.7"
-description = "Note: This library is already replaced by MSAL Python, available here: https://pypi.org/project/msal/ .ADAL Python remains available here as a legacy. The ADAL for Python library makes it easy for python application to authenticate to Azure Active Directory (AAD) in order to access AAD protected web resources."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "adal-1.2.7-py2.py3-none-any.whl", hash = "sha256:2a7451ed7441ddbc57703042204a3e30ef747478eea022c70f789fc7f084bc3d"},
-    {file = "adal-1.2.7.tar.gz", hash = "sha256:d74f45b81317454d96e982fd1c50e6fb5c99ac2223728aea8764433a39f566f1"},
-]
-
-[package.dependencies]
-cryptography = ">=1.1.0"
-PyJWT = ">=1.0.0,<3"
-python-dateutil = ">=2.1.0,<3"
-requests = ">=2.0.0,<3"
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "alembic"
@@ -36,7 +18,7 @@ SQLAlchemy = ">=1.3.0"
 typing-extensions = ">=4"
 
 [package.extras]
-tz = ["backports.zoneinfo"]
+tz = ["backports.zoneinfo ; python_version < \"3.9\""]
 
 [[package]]
 name = "aniso8601"
@@ -53,6 +35,18 @@ files = [
 [package.extras]
 dev = ["black", "coverage", "isort", "pre-commit", "pyenchant", "pylint"]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.3"
+description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_doc-0.0.3-py3-none-any.whl", hash = "sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580"},
+    {file = "annotated_doc-0.0.3.tar.gz", hash = "sha256:e18370014c70187422c33e945053ff4c286f453a984eba84d0dbfa0c935adeda"},
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -65,6 +59,26 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "anyio"
+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-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+trio = ["trio (>=0.31.0)"]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -78,21 +92,6 @@ files = [
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
-[[package]]
-name = "argcomplete"
-version = "3.4.0"
-description = "Bash tab completion for argparse"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "argcomplete-3.4.0-py3-none-any.whl", hash = "sha256:69a79e083a716173e5532e0fa3bef45f793f4e61096cf52b5a42c0211c8b8aa5"},
-    {file = "argcomplete-3.4.0.tar.gz", hash = "sha256:c2abcdfe1be8ace47ba777d4fce319eb13bf8ad9dace8d085dcad6eded88057f"},
-]
-
-[package.extras]
-test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
-
 [[package]]
 name = "asttokens"
 version = "2.4.1"
@@ -109,8 +108,8 @@ files = [
 six = ">=1.12.0"
 
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=1,<2) ; python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\""]
+test = ["astroid (>=1,<2) ; python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\"", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -129,8 +128,8 @@ cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "azure-ai-ml"
@@ -201,23 +200,6 @@ typing-extensions = ">=4.6.0"
 [package.extras]
 aio = ["aiohttp (>=3.0)"]
 
-[[package]]
-name = "azure-graphrbac"
-version = "0.61.1"
-description = "Microsoft Azure Graph RBAC Client Library for Python"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "azure-graphrbac-0.61.1.zip", hash = "sha256:53e98ae2ca7c19b349e9e9bb1b6a824aeae8dcfcbe17190d20fe69c0f185b2e2"},
-    {file = "azure_graphrbac-0.61.1-py2.py3-none-any.whl", hash = "sha256:7b4e0f05676acc912f2b33c71c328d9fb2e4dc8e70ebadc9d3de8ab08bf0b175"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1,<2.0"
-msrest = ">=0.5.0"
-msrestazure = ">=0.4.32,<2.0.0"
-
 [[package]]
 name = "azure-identity"
 version = "1.17.1"
@@ -237,40 +219,6 @@ msal = ">=1.24.0"
 msal-extensions = ">=0.3.0"
 typing-extensions = ">=4.0.0"
 
-[[package]]
-name = "azure-mgmt-authorization"
-version = "4.0.0"
-description = "Microsoft Azure Authorization Management Client Library for Python"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-authorization-4.0.0.zip", hash = "sha256:69b85abc09ae64fc72975bd43431170d8c7eb5d166754b98aac5f3845de57dc4"},
-    {file = "azure_mgmt_authorization-4.0.0-py3-none-any.whl", hash = "sha256:d8feeb3842e6ddf1a370963ca4f61fb6edc124e8997b807dd025bc9b2379cd1a"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1,<2.0"
-azure-mgmt-core = ">=1.3.2,<2.0.0"
-isodate = ">=0.6.1,<1.0.0"
-
-[[package]]
-name = "azure-mgmt-containerregistry"
-version = "10.3.0"
-description = "Microsoft Azure Container Registry Client Library for Python"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-containerregistry-10.3.0.tar.gz", hash = "sha256:ae21651855dfb19c42d91d6b3a965c6c611e23f8bc4bf7138835e652d2f918e3"},
-    {file = "azure_mgmt_containerregistry-10.3.0-py3-none-any.whl", hash = "sha256:851e1c57f9bc4a3589c6b21fb627c11fd6cbb57a0388b7dfccd530ba3160805f"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1,<2.0"
-azure-mgmt-core = ">=1.3.2,<2.0.0"
-isodate = ">=0.6.1,<1.0.0"
-
 [[package]]
 name = "azure-mgmt-core"
 version = "1.4.0"
@@ -286,75 +234,6 @@ files = [
 [package.dependencies]
 azure-core = ">=1.26.2,<2.0.0"
 
-[[package]]
-name = "azure-mgmt-keyvault"
-version = "10.3.1"
-description = "Microsoft Azure Key Vault Management Client Library for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-keyvault-10.3.1.tar.gz", hash = "sha256:34b92956aefbdd571cae5a03f7078e037d8087b2c00cfa6748835dc73abb5a30"},
-    {file = "azure_mgmt_keyvault-10.3.1-py3-none-any.whl", hash = "sha256:a18a27a06551482d31f92bc43ac8b0846af02cd69511f80090865b4c5caa3c21"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
-isodate = ">=0.6.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azure-mgmt-network"
-version = "26.0.0"
-description = "Microsoft Azure Network Management Client Library for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-network-26.0.0.tar.gz", hash = "sha256:4de676184195053fdb106a6ea1042a894e70c731a6d3c8a633d52f5229f4ee1b"},
-    {file = "azure_mgmt_network-26.0.0-py3-none-any.whl", hash = "sha256:15d6a77d7429bdcc76f8482158845d42f9d9434529e1ad2b6778269cc14627e9"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
-isodate = ">=0.6.1"
-
-[[package]]
-name = "azure-mgmt-resource"
-version = "23.1.1"
-description = "Microsoft Azure Resource Management Client Library for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-resource-23.1.1.tar.gz", hash = "sha256:20b6b006b544fdb19607f3f6a381105625e0bb60fbf3036f39885c4646d3343e"},
-    {file = "azure_mgmt_resource-23.1.1-py3-none-any.whl", hash = "sha256:fcaa4eca357d216f285b04e20b7f7bfaefda738ba6d30d956193090d3e325248"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
-isodate = ">=0.6.1"
-
-[[package]]
-name = "azure-mgmt-storage"
-version = "21.2.1"
-description = "Microsoft Azure Storage Management Client Library for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-storage-21.2.1.tar.gz", hash = "sha256:503a7ff9c31254092b0656445f5728bfdfda2d09d46a82e97019eaa9a1ecec64"},
-    {file = "azure_mgmt_storage-21.2.1-py3-none-any.whl", hash = "sha256:f97df1fa39cde9dbacf2cd96c9cba1fc196932185e24853e276f74b18a0bd031"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
-isodate = ">=0.6.1"
-
 [[package]]
 name = "azure-storage-blob"
 version = "12.13.0"
@@ -410,53 +289,6 @@ typing-extensions = ">=4.6.0"
 [package.extras]
 aio = ["azure-core[aio] (>=1.28.0)"]
 
-[[package]]
-name = "azureml-core"
-version = "1.56.0"
-description = "Azure Machine Learning core packages, modules, and classes"
-optional = false
-python-versions = "<4.0,>=3.8"
-groups = ["main"]
-files = [
-    {file = "azureml_core-1.56.0-py3-none-any.whl", hash = "sha256:490fb3289f7ed3d661382c4e45c2d5565963aacc3d2c0c32e255a798654b8532"},
-]
-
-[package.dependencies]
-adal = ">=1.2.0,<=1.2.7"
-argcomplete = "<4"
-azure-common = ">=1.1.12,<2.0.0"
-azure-core = "<2.0.0"
-azure-graphrbac = ">=0.40.0,<1.0.0"
-azure-mgmt-authorization = ">=0.40.0,<5"
-azure-mgmt-containerregistry = ">=8.2.0,<11"
-azure-mgmt-keyvault = ">=0.40.0,<11.0.0"
-azure-mgmt-network = "<=26.0.0"
-azure-mgmt-resource = ">=15.0.0,<=24.0.0"
-azure-mgmt-storage = ">=16.0.0,<=22.0.0"
-"backports.tempfile" = "*"
-contextlib2 = "<22.0.0"
-docker = "<8.0.0"
-humanfriendly = ">=4.7,<11.0"
-jmespath = "<2.0.0"
-jsonpickle = "<4.0.0"
-knack = "<0.12.0"
-msal = ">=1.15.0,<2.0.0"
-msal-extensions = ">=0.3.0,<=2.0.0"
-msrest = ">=0.5.1,<=0.7.1"
-msrestazure = ">=0.4.33,<=0.6.4"
-ndg-httpsclient = "<=0.5.1"
-packaging = ">=20.0,<=25.0"
-paramiko = ">=2.0.8,<4.0.0"
-pathspec = "<1.0.0"
-pkginfo = "*"
-PyJWT = "<3.0.0"
-pyopenssl = "<25.0.0"
-python-dateutil = ">=2.7.3,<3.0.0"
-pytz = "*"
-requests = {version = ">=2.19.1,<3.0.0", extras = ["socks"]}
-SecretStorage = "<4.0.0"
-urllib3 = ">1.26.17,<3.0.0"
-
 [[package]]
 name = "azureml-dataprep"
 version = "5.1.6"
@@ -588,74 +420,6 @@ python-dateutil = ">=2.7.3,<3.0.0"
 [package.extras]
 deployments = ["flask", "numpy", "pandas"]
 
-[[package]]
-name = "backports-tempfile"
-version = "1.0"
-description = "Backport of new features in Python's tempfile module"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "backports.tempfile-1.0-py2.py3-none-any.whl", hash = "sha256:05aa50940946f05759696156a8c39be118169a0e0f94a49d0bb106503891ff54"},
-    {file = "backports.tempfile-1.0.tar.gz", hash = "sha256:1c648c452e8770d759bdc5a5e2431209be70d25484e1be24876cf2168722c762"},
-]
-
-[package.dependencies]
-"backports.weakref" = "*"
-
-[[package]]
-name = "backports-weakref"
-version = "1.0.post1"
-description = "Backport of new features in Python's weakref module"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
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-]
-
-[[package]]
-name = "bcrypt"
-version = "4.2.0"
-description = "Modern password hashing for your software and your servers"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
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-    {file = "bcrypt-4.2.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f4f4acf526fcd1c34e7ce851147deedd4e26e6402369304220250598b26448db"},
-    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:1ff39b78a52cf03fdf902635e4c81e544714861ba3f0efc56558979dd4f09170"},
-    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:373db9abe198e8e2c70d12b479464e0d5092cc122b20ec504097b5f2297ed184"},
-    {file = "bcrypt-4.2.0.tar.gz", hash = "sha256:cf69eaf5185fd58f268f805b505ce31f9b9fc2d64b376642164e9244540c1221"},
-]
-
-[package.extras]
-tests = ["pytest (>=3.2.1,!=3.3.0)"]
-typecheck = ["mypy"]
-
 [[package]]
 name = "black"
 version = "24.4.2"
@@ -697,7 +461,7 @@ platformdirs = ">=2"
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+d = ["aiohttp (>=3.7.4) ; sys_platform != \"win32\" or implementation_name != \"pypy\"", "aiohttp (>=3.7.4,!=3.9.0) ; sys_platform == \"win32\" and implementation_name == \"pypy\""]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -744,6 +508,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "platform_python_implementation != \"PyPy\" or implementation_name == \"pypy\""
 files = [
     {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
     {file = "cffi-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9"},
@@ -989,18 +754,6 @@ traitlets = ">=4"
 [package.extras]
 test = ["pytest"]
 
-[[package]]
-name = "contextlib2"
-version = "21.6.0"
-description = "Backports and enhancements for the contextlib module"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "contextlib2-21.6.0-py2.py3-none-any.whl", hash = "sha256:3fbdb64466afd23abaf6c977627b75b6139a5a3e8ce38405c5b413aed7a0471f"},
-    {file = "contextlib2-21.6.0.tar.gz", hash = "sha256:ab1e2bfe1d01d968e1b7e8d9023bc51ef3509bba217bb730cee3827e1ee82869"},
-]
-
 [[package]]
 name = "contourpy"
 version = "1.2.1"
@@ -1128,7 +881,7 @@ files = [
 ]
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cryptography"
@@ -1314,17 +1067,37 @@ ssh = ["paramiko (>=2.4.3)"]
 websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
+name = "dotenv"
+version = "0.9.9"
+description = "Deprecated package"
 optional = false
-python-versions = ">=3.6"
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "dotenv-0.9.9-py2.py3-none-any.whl", hash = "sha256:29cf74a087b31dafdb5a446b6d7e11cbce8ed2741540e2339c69fbef92c94ce9"},
+]
+
+[package.dependencies]
+python-dotenv = "*"
+
+[[package]]
+name = "exceptiongroup"
+version = "1.3.0"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
-    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
+    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "executing"
 version = "2.0.1"
@@ -1338,7 +1111,52 @@ files = [
 ]
 
 [package.extras]
-tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
+
+[[package]]
+name = "fastapi"
+version = "0.121.0"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "fastapi-0.121.0-py3-none-any.whl", hash = "sha256:8bdf1b15a55f4e4b0d6201033da9109ea15632cb76cf156e7b8b4019f2172106"},
+    {file = "fastapi-0.121.0.tar.gz", hash = "sha256:06663356a0b1ee93e875bbf05a31fb22314f5bed455afaaad2b2dad7f26e98fa"},
+]
+
+[package.dependencies]
+annotated-doc = ">=0.0.2"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.40.0,<0.50.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+
+[[package]]
+name = "fastmcp"
+version = "2.2.0"
+description = "The fast, Pythonic way to build MCP servers."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "fastmcp-2.2.0-py3-none-any.whl", hash = "sha256:077bdf3f37f423688f1356db0f6ed0864e001de712bce41ad4939fa8b38d7149"},
+    {file = "fastmcp-2.2.0.tar.gz", hash = "sha256:4d9373705ebd9e3de807005ed732b8955c6eb74e4b47595752f461c1c689f231"},
+]
+
+[package.dependencies]
+dotenv = ">=0.9.9"
+exceptiongroup = ">=1.2.2"
+httpx = ">=0.28.1"
+mcp = ">=1.6.0,<2.0.0"
+openapi-pydantic = ">=0.5.1"
+rich = ">=13.9.4"
+typer = ">=0.15.2"
+websockets = ">=15.0.1"
 
 [[package]]
 name = "filelock"
@@ -1355,7 +1173,7 @@ files = [
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
-typing = ["typing-extensions (>=4.8)"]
+typing = ["typing-extensions (>=4.8) ; python_version < \"3.11\""]
 
 [[package]]
 name = "flask"
@@ -1380,6 +1198,22 @@ Werkzeug = ">=3.0.0"
 async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
+[[package]]
+name = "flask-cors"
+version = "6.0.1"
+description = "A Flask extension simplifying CORS support"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
+    {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"},
+    {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"},
+]
+
+[package.dependencies]
+flask = ">=0.9"
+Werkzeug = ">=0.7"
+
 [[package]]
 name = "fonttools"
 version = "4.53.1"
@@ -1433,18 +1267,58 @@ files = [
 ]
 
 [package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "pycairo", "scipy"]
+interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
 lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
-type1 = ["xattr"]
+type1 = ["xattr ; sys_platform == \"darwin\""]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=15.1.0)"]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
+woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
+
+[[package]]
+name = "fsspec"
+version = "2025.10.0"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "fsspec-2025.10.0-py3-none-any.whl", hash = "sha256:7c7712353ae7d875407f97715f0e1ffcc21e33d5b24556cb1e090ae9409ec61d"},
+    {file = "fsspec-2025.10.0.tar.gz", hash = "sha256:b6789427626f068f9a83ca4e8a3cc050850b6c0f71f99ddb4f542b8266a26a59"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+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"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+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[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 = "gitdb"
@@ -1478,7 +1352,7 @@ gitdb = ">=4.0.1,<5"
 
 [package.extras]
 doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
-test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
 [[package]]
 name = "google-api-core"
@@ -1500,7 +1374,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1601,7 +1475,7 @@ description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version < \"3.13\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
+markers = "python_version == \"3.12\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
 files = [
     {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"},
@@ -1691,19 +1565,75 @@ testing = ["coverage", "eventlet", "gevent", "pytest", "pytest-cov"]
 tornado = ["tornado (>=0.2)"]
 
 [[package]]
-name = "humanfriendly"
-version = "10.0"
-description = "Human friendly output for text interfaces using Python"
+name = "h11"
+version = "0.16.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
+]
+
+[[package]]
+name = "httpcore"
+version = "1.0.9"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {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 = ">=0.16"
+
+[package.extras]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<1.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.28.1"
+description = "The next generation HTTP client."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
-    {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
 [package.dependencies]
-pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+anyio = "*"
+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+
+[package.extras]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "httpx-sse"
+version = "0.4.3"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"},
+    {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"},
+]
 
 [[package]]
 name = "identify"
@@ -1750,7 +1680,7 @@ zipp = ">=0.5"
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -1824,7 +1754,7 @@ traitlets = ">=5.13.0"
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli ; python_version < \"3.11\"", "typing-extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -1882,22 +1812,6 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
-[[package]]
-name = "jeepney"
-version = "0.8.0"
-description = "Low-level, pure Python DBus protocol wrapper."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
-    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
-]
-
-[package.extras]
-test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator", "trio"]
-
 [[package]]
 name = "jinja2"
 version = "3.1.4"
@@ -1916,18 +1830,6 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "jmespath"
-version = "1.0.1"
-description = "JSON Matching Expressions"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
-    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
-]
-
 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -1955,7 +1857,7 @@ files = [
 [package.extras]
 docs = ["furo", "rst.linker (>=1.9)", "sphinx"]
 packaging = ["build", "twine"]
-testing = ["bson", "ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-benchmark", "pytest-benchmark[histogram]", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-ruff (>=0.2.1)", "scikit-learn", "scipy", "scipy (>=1.9.3)", "simplejson", "sqlalchemy", "ujson"]
+testing = ["bson", "ecdsa", "feedparser", "gmpy2 ; python_version < \"3.12\"", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-benchmark", "pytest-benchmark[histogram]", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-ruff (>=0.2.1)", "scikit-learn", "scipy (>=1.9.3) ; python_version > \"3.10\"", "scipy ; python_version <= \"3.10\"", "simplejson", "sqlalchemy", "ujson"]
 
 [[package]]
 name = "jsonschema"
@@ -2015,7 +1917,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
@@ -2152,26 +2054,6 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
-[[package]]
-name = "knack"
-version = "0.11.0"
-description = "A Command-Line Interface framework"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "knack-0.11.0-py3-none-any.whl", hash = "sha256:6704c867840978a119a193914a90e2e98c7be7dff764c8fcd8a2286c5a978d00"},
-    {file = "knack-0.11.0.tar.gz", hash = "sha256:eb6568001e9110b1b320941431c51033d104cc98cda2254a5c2b09ba569fd494"},
-]
-
-[package.dependencies]
-argcomplete = "*"
-jmespath = "*"
-packaging = "*"
-pygments = "*"
-pyyaml = "*"
-tabulate = "*"
-
 [[package]]
 name = "lightgbm"
 version = "4.4.0"
@@ -2250,20 +2132,28 @@ lingua = ["lingua"]
 testing = ["pytest"]
 
 [[package]]
-name = "markdown"
-version = "3.6"
-description = "Python implementation of John Gruber's Markdown."
+name = "markdown-it-py"
+version = "4.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "Markdown-3.6-py3-none-any.whl", hash = "sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f"},
-    {file = "Markdown-3.6.tar.gz", hash = "sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224"},
+    {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
+    {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
 ]
 
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
 [package.extras]
-docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
-testing = ["coverage", "pyyaml"]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins (>=0.5.0)"]
+profiling = ["gprof2dot"]
+rtd = ["ipykernel", "jupyter_sphinx", "mdit-py-plugins (>=0.5.0)", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme (>=1.0,<2.0)", "sphinx-copybutton", "sphinx-design"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
 
 [[package]]
 name = "markupsafe"
@@ -2419,35 +2309,74 @@ files = [
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mcp"
+version = "1.10.1"
+description = "Model Context Protocol SDK"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "mcp-1.10.1-py3-none-any.whl", hash = "sha256:4d08301aefe906dce0fa482289db55ce1db831e3e67212e65b5e23ad8454b3c5"},
+    {file = "mcp-1.10.1.tar.gz", hash = "sha256:aaa0957d8307feeff180da2d9d359f2b801f35c0c67f1882136239055ef034c2"},
+]
+
+[package.dependencies]
+anyio = ">=4.5"
+httpx = ">=0.27"
+httpx-sse = ">=0.4"
+jsonschema = ">=4.20.0"
+pydantic = ">=2.7.2,<3.0.0"
+pydantic-settings = ">=2.5.2"
+python-multipart = ">=0.0.9"
+sse-starlette = ">=1.6.1"
+starlette = ">=0.27"
+uvicorn = {version = ">=0.23.1", markers = "sys_platform != \"emscripten\""}
+
+[package.extras]
+cli = ["python-dotenv (>=1.0.0)", "typer (>=0.12.4)"]
+rich = ["rich (>=13.9.4)"]
+ws = ["websockets (>=15.0.1)"]
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mlflow"
-version = "2.15.0"
+version = "3.5.0rc0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow-2.15.0-py3-none-any.whl", hash = "sha256:1e2623fbfe7eb007efabef56bd9d31530de9407a1e4eda4cc6e61c6a00d3084b"},
-    {file = "mlflow-2.15.0.tar.gz", hash = "sha256:ad1dcfd73b5bc8167d698fb11b33f3cbb204276d1e3e80294aba15748a555b29"},
+    {file = "mlflow-3.5.0rc0-py3-none-any.whl", hash = "sha256:fe784a8f767ace6f84b42e64aeacac1c7e8d6b4c6272e7fb5f0cf3a30f477e5b"},
+    {file = "mlflow-3.5.0rc0.tar.gz", hash = "sha256:ba16511691d6bb031a7bd20bfca674e5c45dec4f36ed67a1895dce07811071b0"},
 ]
 
 [package.dependencies]
 alembic = "<1.10.0 || >1.10.0,<2"
+cryptography = ">=43.0.0,<47"
 docker = ">=4.0.0,<8"
+fastmcp = ">=2.0.0,<3"
 Flask = "<4"
+Flask-CORS = "<7"
 graphene = "<4"
-gunicorn = {version = "<23", markers = "platform_system != \"Windows\""}
-Jinja2 = [
-    {version = ">=2.11,<4", markers = "platform_system != \"Windows\""},
-    {version = ">=3.0,<4", markers = "platform_system == \"Windows\""},
-]
-markdown = ">=3.3,<4"
+gunicorn = {version = "<24", markers = "platform_system != \"Windows\""}
 matplotlib = "<4"
-mlflow-skinny = "2.15.0"
-numpy = "<2"
+mlflow-skinny = "3.5.0rc0"
+mlflow-tracing = "3.5.0rc0"
+numpy = "<3"
 pandas = "<3"
-pyarrow = ">=4.0.0,<16"
-querystring-parser = "<2"
+pyarrow = ">=4.0.0,<22"
 scikit-learn = "<2"
 scipy = "<2"
 sqlalchemy = ">=1.4.0,<3"
@@ -2455,54 +2384,84 @@ waitress = {version = "<4", markers = "platform_system == \"Windows\""}
 
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
-databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "google-cloud-storage (>=1.30.0)"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "mlserver (>=1.2.0,!=1.3.1,<1.4.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<1.4.0)", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"]
+auth = ["Flask-WTF (<2)"]
+databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
+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)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.1.0,<=0.2.11)"]
+jobs = ["huey (>=2.5.0,<3)"]
+langchain = ["langchain (>=0.3.3,<=0.3.27)"]
+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"]
-xethub = ["mlflow-xethub"]
 
 [[package]]
 name = "mlflow-skinny"
-version = "2.15.0"
+version = "3.5.0rc0"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow_skinny-2.15.0-py3-none-any.whl", hash = "sha256:5dfd648c38ab6b7412bc30706e03f8bfac92aef5428269f640ded8d01baa93dd"},
-    {file = "mlflow_skinny-2.15.0.tar.gz", hash = "sha256:6e7b36023af9fb6e0ed506642c6497a4c9921df3e1595b7ac57aca4688441309"},
+    {file = "mlflow_skinny-3.5.0rc0-py3-none-any.whl", hash = "sha256:53c64db02b937ea6c5139836f71d7660cb9cca0cf8f57f042a08298a6a0d70a5"},
+    {file = "mlflow_skinny-3.5.0rc0.tar.gz", hash = "sha256:338bdc6ecf32114179754f08ee6fe3916e3b6dbaa04f84be3402f8d4a303c4b0"},
 ]
 
 [package.dependencies]
-cachetools = ">=5.0.0,<6"
+cachetools = ">=5.0.0,<7"
 click = ">=7.0,<9"
 cloudpickle = "<4"
 databricks-sdk = ">=0.20.0,<1"
-entrypoints = "<1"
+fastapi = "<1"
 gitpython = ">=3.1.9,<4"
-importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8"
+importlib_metadata = ">=3.7.0,<4.7.0 || >4.7.0,<9"
 opentelemetry-api = ">=1.9.0,<3"
+opentelemetry-proto = ">=1.9.0,<3"
 opentelemetry-sdk = ">=1.9.0,<3"
-packaging = "<25"
-protobuf = ">=3.12.0,<6"
-pytz = "<2025"
+packaging = "<26"
+protobuf = ">=3.12.0,<7"
+pydantic = ">=1.10.8,<3"
+python-dotenv = ">=0.19.0,<2"
 pyyaml = ">=5.1,<7"
 requests = ">=2.17.3,<3"
 sqlparse = ">=0.4.0,<1"
+typing-extensions = ">=4.0.0,<5"
+uvicorn = "<1"
 
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
-databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "google-cloud-storage (>=1.30.0)"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "mlserver (>=1.2.0,!=1.3.1,<1.4.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<1.4.0)", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"]
+auth = ["Flask-WTF (<2)"]
+databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
+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)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.1.0,<=0.2.11)"]
+jobs = ["huey (>=2.5.0,<3)"]
+langchain = ["langchain (>=0.3.3,<=0.3.27)"]
+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"]
-xethub = ["mlflow-xethub"]
+
+[[package]]
+name = "mlflow-tracing"
+version = "3.5.0rc0"
+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-3.5.0rc0-py3-none-any.whl", hash = "sha256:4b4ff2456a3a2d6b61e2ffd4a8b99655c10e0cc31d25cce4c30ea07ad5f04f11"},
+    {file = "mlflow_tracing-3.5.0rc0.tar.gz", hash = "sha256:ff1d8076bd222ebea5712cf5140f2e7ec12e56277f0bac9c15b7160098702841"},
+]
+
+[package.dependencies]
+cachetools = ">=5.0.0,<7"
+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"
+pydantic = ">=1.10.8,<3"
 
 [[package]]
 name = "mltable"
@@ -2548,7 +2507,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.13.2,<0.17)"]
+broker = ["pymsalruntime (>=0.13.2,<0.17) ; python_version >= \"3.6\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "msal-extensions"
@@ -2586,24 +2545,7 @@ requests = ">=2.16,<3.0"
 requests-oauthlib = ">=0.5.0"
 
 [package.extras]
-async = ["aiodns", "aiohttp (>=3.0)"]
-
-[[package]]
-name = "msrestazure"
-version = "0.6.4"
-description = "AutoRest swagger generator Python client runtime. Azure-specific module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "msrestazure-0.6.4-py2.py3-none-any.whl", hash = "sha256:3de50f56147ef529b31e099a982496690468ecef33f0544cb0fa0cfe1e1de5b9"},
-    {file = "msrestazure-0.6.4.tar.gz", hash = "sha256:a06f0dabc9a6f5efe3b6add4bd8fb623aeadacf816b7a35b0f89107e0544d189"},
-]
-
-[package.dependencies]
-adal = ">=0.6.0,<2.0.0"
-msrest = ">=0.6.0,<2.0.0"
-six = "*"
+async = ["aiodns ; python_version >= \"3.5\"", "aiohttp (>=3.0) ; python_version >= \"3.5\""]
 
 [[package]]
 name = "mypy-extensions"
@@ -2617,23 +2559,6 @@ files = [
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
 
-[[package]]
-name = "ndg-httpsclient"
-version = "0.5.1"
-description = "Provides enhanced HTTPS support for httplib and urllib2 using PyOpenSSL"
-optional = false
-python-versions = ">=2.7,<3.0.dev0 || >=3.4.dev0"
-groups = ["main"]
-files = [
-    {file = "ndg_httpsclient-0.5.1-py2-none-any.whl", hash = "sha256:d2c7225f6a1c6cf698af4ebc962da70178a99bcde24ee6d1961c4f3338130d57"},
-    {file = "ndg_httpsclient-0.5.1-py3-none-any.whl", hash = "sha256:dd174c11d971b6244a891f7be2b32ca9853d3797a72edb34fa5d7b07d8fff7d4"},
-    {file = "ndg_httpsclient-0.5.1.tar.gz", hash = "sha256:d72faed0376ab039736c2ba12e30695e2788c4aa569c9c3e3d72131de2592210"},
-]
-
-[package.dependencies]
-pyasn1 = ">=0.1.1"
-PyOpenSSL = "*"
-
 [[package]]
 name = "nest-asyncio"
 version = "1.6.0"
@@ -2768,6 +2693,21 @@ rsa = ["cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[[package]]
+name = "openapi-pydantic"
+version = "0.5.1"
+description = "Pydantic OpenAPI schema implementation"
+optional = false
+python-versions = "<4.0,>=3.8"
+groups = ["main"]
+files = [
+    {file = "openapi_pydantic-0.5.1-py3-none-any.whl", hash = "sha256:a3a09ef4586f5bd760a8df7f43028b60cafb6d9f61de2acba9574766255ab146"},
+    {file = "openapi_pydantic-0.5.1.tar.gz", hash = "sha256:ff6835af6bde7a459fb93eb93bb92b8749b754fc6e51b2f1590a19dc3005ee0d"},
+]
+
+[package.dependencies]
+pydantic = ">=1.8"
+
 [[package]]
 name = "opencensus"
 version = "0.11.4"
@@ -2847,6 +2787,21 @@ files = [
 deprecated = ">=1.2.6"
 importlib-metadata = ">=6.0,<=8.0.0"
 
+[[package]]
+name = "opentelemetry-proto"
+version = "1.38.0"
+description = "OpenTelemetry Python Proto"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_proto-1.38.0-py3-none-any.whl", hash = "sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18"},
+    {file = "opentelemetry_proto-1.38.0.tar.gz", hash = "sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468"},
+]
+
+[package.dependencies]
+protobuf = ">=5.0,<7.0"
+
 [[package]]
 name = "opentelemetry-sdk"
 version = "1.26.0"
@@ -2906,7 +2861,7 @@ benchmark = ["asv (>=0.5.0)", "botorch", "cma", "virtualenv"]
 checking = ["black", "blackdoc", "flake8", "isort", "mypy", "mypy-boto3-s3", "types-PyYAML", "types-redis", "types-setuptools", "types-tqdm", "typing-extensions (>=3.10.0.0)"]
 document = ["ase", "cmaes (>=0.10.0)", "fvcore", "lightgbm", "matplotlib (!=3.6.0)", "pandas", "pillow", "plotly (>=4.9.0)", "scikit-learn", "sphinx", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "sphinx-rtd-theme (>=1.2.0)", "torch", "torchvision"]
 optional = ["boto3", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)", "scipy", "torch"]
-test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)", "torch"]
+test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2) ; python_version >= \"3.8\"", "torch"]
 
 [[package]]
 name = "packaging"
@@ -2990,28 +2945,6 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 
-[[package]]
-name = "paramiko"
-version = "3.4.0"
-description = "SSH2 protocol library"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "paramiko-3.4.0-py3-none-any.whl", hash = "sha256:43f0b51115a896f9c00f59618023484cb3a14b98bbceab43394a39c6739b7ee7"},
-    {file = "paramiko-3.4.0.tar.gz", hash = "sha256:aac08f26a31dc4dffd92821527d1682d99d52f9ef6851968114a8728f3c274d3"},
-]
-
-[package.dependencies]
-bcrypt = ">=3.2"
-cryptography = ">=3.3"
-pynacl = ">=1.5"
-
-[package.extras]
-all = ["gssapi (>=1.4.1)", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
-gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
-invoke = ["invoke (>=2.0)"]
-
 [[package]]
 name = "parso"
 version = "0.8.4"
@@ -3151,24 +3084,9 @@ docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
-typing = ["typing-extensions"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
 xmp = ["defusedxml"]
 
-[[package]]
-name = "pkginfo"
-version = "1.11.1"
-description = "Query metadata from sdists / bdists / installed packages."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "pkginfo-1.11.1-py3-none-any.whl", hash = "sha256:bfa76a714fdfc18a045fcd684dbfc3816b603d9d075febef17cb6582bea29573"},
-    {file = "pkginfo-1.11.1.tar.gz", hash = "sha256:2e0dca1cf4c8e39644eed32408ea9966ee15e0d324c62ba899a393b3c6b467aa"},
-]
-
-[package.extras]
-testing = ["pytest", "pytest-cov", "wheel"]
-
 [[package]]
 name = "platformdirs"
 version = "4.2.2"
@@ -3323,7 +3241,7 @@ files = [
 ]
 
 [package.extras]
-test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+test = ["enum34 ; python_version <= \"3.4\"", "ipaddress ; python_version < \"3.0\"", "mock ; python_version < \"3.0\"", "pywin32 ; sys_platform == \"win32\"", "wmi ; sys_platform == \"win32\""]
 
 [[package]]
 name = "ptyprocess"
@@ -3436,6 +3354,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "platform_python_implementation != \"PyPy\" or implementation_name == \"pypy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -3566,6 +3485,30 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pydantic-settings"
+version = "2.11.0"
+description = "Settings management using Pydantic"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "pydantic_settings-2.11.0-py3-none-any.whl", hash = "sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c"},
+    {file = "pydantic_settings-2.11.0.tar.gz", hash = "sha256:d0e87a1c7d33593beb7194adb8470fc426e95ba02af83a0f23474a04c9a08180"},
+]
+
+[package.dependencies]
+pydantic = ">=2.7.0"
+python-dotenv = ">=0.21.0"
+typing-inspection = ">=0.4.0"
+
+[package.extras]
+aws-secrets-manager = ["boto3 (>=1.35.0)", "boto3-stubs[secretsmanager]"]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
+toml = ["tomli (>=2.0.1)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "pydantic-yaml"
 version = "1.3.0"
@@ -3642,52 +3585,6 @@ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pyte
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
-[[package]]
-name = "pynacl"
-version = "1.5.0"
-description = "Python binding to the Networking and Cryptography (NaCl) library"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a36d4a9dda1f19ce6e03c9a784a2921a4b726b02e1c736600ca9c22029474394"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:0c84947a22519e013607c9be43706dd42513f9e6ae5d39d3613ca1e142fba44d"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:06b8f6fa7f5de8d5d2f7573fe8c863c051225a27b61e6860fd047b1775807858"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a422368fc821589c228f4c49438a368831cb5bbc0eab5ebe1d7fac9dded6567b"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:61f642bf2378713e2c2e1de73444a3778e5f0a38be6fee0fe532fe30060282ff"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-win32.whl", hash = "sha256:e46dae94e34b085175f8abb3b0aaa7da40767865ac82c928eeb9e57e1ea8a543"},
-    {file = "PyNaCl-1.5.0-cp36-abi3-win_amd64.whl", hash = "sha256:20f42270d27e1b6a29f54032090b972d97f0a1b0948cc52392041ef7831fee93"},
-    {file = "PyNaCl-1.5.0.tar.gz", hash = "sha256:8ac7448f09ab85811607bdd21ec2464495ac8b7c66d146bf545b0f08fb9220ba"},
-]
-
-[package.dependencies]
-cffi = ">=1.4.1"
-
-[package.extras]
-docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"]
-tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
-
-[[package]]
-name = "pyopenssl"
-version = "24.2.1"
-description = "Python wrapper module around the OpenSSL library"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "pyOpenSSL-24.2.1-py3-none-any.whl", hash = "sha256:967d5719b12b243588573f39b0c677637145c7a1ffedcd495a487e58177fbb8d"},
-    {file = "pyopenssl-24.2.1.tar.gz", hash = "sha256:4247f0dbe3748d560dcbb2ff3ea01af0f9a1a001ef5f7c4c647956ed8cbf0e95"},
-]
-
-[package.dependencies]
-cryptography = ">=41.0.5,<44"
-
-[package.extras]
-docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx-rtd-theme"]
-test = ["pretend", "pytest (>=3.0.1)", "pytest-rerunfailures"]
-
 [[package]]
 name = "pyparsing"
 version = "3.1.2"
@@ -3703,32 +3600,6 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyreadline3"
-version = "3.4.1"
-description = "A python implementation of GNU readline."
-optional = false
-python-versions = "*"
-groups = ["main"]
-markers = "sys_platform == \"win32\""
-files = [
-    {file = "pyreadline3-3.4.1-py3-none-any.whl", hash = "sha256:b0efb6516fd4fb07b45949053826a62fa4cb353db5be2bbb4a7aa1fdd1e345fb"},
-    {file = "pyreadline3-3.4.1.tar.gz", hash = "sha256:6f3d1f7b8a31ba32b73917cefc1f28cc660562f39aea8646d30bd6eff21f7bae"},
-]
-
-[[package]]
-name = "pysocks"
-version = "1.7.1"
-description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-files = [
-    {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
-    {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
-    {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
-]
-
 [[package]]
 name = "pytest"
 version = "8.3.2"
@@ -3784,6 +3655,33 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-dotenv"
+version = "1.0.1"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
+    {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
+]
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
+name = "python-multipart"
+version = "0.0.20"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"},
+    {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
+]
+
 [[package]]
 name = "pytz"
 version = "2024.1"
@@ -3983,21 +3881,6 @@ files = [
 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
-[[package]]
-name = "querystring-parser"
-version = "1.2.4"
-description = "QueryString parser for Python/Django that correctly handles nested dictionaries"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "querystring_parser-1.2.4-py2.py3-none-any.whl", hash = "sha256:d2fa90765eaf0de96c8b087872991a10238e89ba015ae59fedfed6bd61c242a0"},
-    {file = "querystring_parser-1.2.4.tar.gz", hash = "sha256:644fce1cffe0530453b43a83a38094dbe422ccba8c9b2f2a1c00280e14ca8a62"},
-]
-
-[package.dependencies]
-six = "*"
-
 [[package]]
 name = "referencing"
 version = "0.35.1"
@@ -4030,7 +3913,6 @@ files = [
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7", optional = true, markers = "extra == \"socks\""}
 urllib3 = ">=1.21.1,<3"
 
 [package.extras]
@@ -4056,6 +3938,25 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "rich"
+version = "14.2.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+    {file = "rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"},
+    {file = "rich-14.2.0.tar.gz", hash = "sha256:73ff50c7c0c1c77c8243079283f4edb376f0f6442433aecb8ce7e6d0b92d1fe4"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
 [[package]]
 name = "rpds-py"
 version = "0.19.1"
@@ -4210,7 +4111,7 @@ description = "C version of reader, parser and emitter for ruamel.yaml derived f
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "platform_python_implementation == \"CPython\" and python_version < \"3.13\""
+markers = "platform_python_implementation == \"CPython\" and python_version == \"3.12\""
 files = [
     {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b42169467c42b692c19cf539c38d4602069d8c1505e97b86387fcf7afb766e1d"},
     {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:07238db9cbdf8fc1e9de2489a4f68474e70dffcb32232db7c08fa61ca0c7c462"},
@@ -4351,23 +4252,7 @@ numpy = ">=1.23.5,<2.3"
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
 doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
-
-[[package]]
-name = "secretstorage"
-version = "3.3.3"
-description = "Python bindings to FreeDesktop.org Secret Service API"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
-    {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
-]
-
-[package.dependencies]
-cryptography = ">=2.0"
-jeepney = ">=0.6"
+test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "shap"
@@ -4419,10 +4304,22 @@ tqdm = ">=4.27.0"
 docs = ["ipython", "matplotlib", "myst-parser (==2.0.0)", "nbsphinx (==0.9.3)", "numpydoc", "requests", "sphinx (==7.2.6)", "sphinx-github-changelog (==1.2.1)", "sphinx-rtd-theme (==2.0.0)"]
 others = ["lime"]
 plots = ["ipython", "matplotlib"]
-test = ["catboost", "gpboost", "lightgbm", "ngboost", "opencv-python", "protobuf (==3.20.3)", "pyod", "pyspark", "pytest", "pytest-cov", "pytest-mpl", "sentencepiece", "tensorflow (<2.16)", "torch", "torch (==2.2.0)", "torchvision", "transformers", "xgboost"]
+test = ["catboost", "gpboost", "lightgbm", "ngboost", "opencv-python", "protobuf (==3.20.3)", "pyod", "pyspark", "pytest", "pytest-cov", "pytest-mpl", "sentencepiece", "tensorflow (<2.16) ; python_version < \"3.12\"", "torch (==2.2.0) ; sys_platform == \"darwin\"", "torch ; sys_platform != \"darwin\"", "torchvision", "transformers", "xgboost"]
 test-core = ["pytest", "pytest-cov", "pytest-mpl"]
 test-notebooks = ["datasets", "jupyter", "keras", "nbconvert", "nbformat", "nlp", "transformers"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -4459,6 +4356,18 @@ files = [
     {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
 [[package]]
 name = "sqlalchemy"
 version = "2.0.31"
@@ -4563,6 +4472,27 @@ files = [
 dev = ["build", "hatch"]
 doc = ["sphinx"]
 
+[[package]]
+name = "sse-starlette"
+version = "3.0.3"
+description = "SSE plugin for Starlette"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "sse_starlette-3.0.3-py3-none-any.whl", hash = "sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431"},
+    {file = "sse_starlette-3.0.3.tar.gz", hash = "sha256:88cfb08747e16200ea990c8ca876b03910a23b547ab3bd764c0d8eb81019b971"},
+]
+
+[package.dependencies]
+anyio = ">=4.7.0"
+
+[package.extras]
+daphne = ["daphne (>=4.2.0)"]
+examples = ["aiosqlite (>=0.21.0)", "fastapi (>=0.115.12)", "sqlalchemy[asyncio] (>=2.0.41)", "starlette (>=0.49.1)", "uvicorn (>=0.34.0)"]
+granian = ["granian (>=2.3.1)"]
+uvicorn = ["uvicorn (>=0.34.0)"]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"
@@ -4584,34 +4514,38 @@ pure-eval = "*"
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
-name = "strictyaml"
-version = "1.7.3"
-description = "Strict, typed YAML parser"
+name = "starlette"
+version = "0.49.3"
+description = "The little ASGI library that shines."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "strictyaml-1.7.3-py3-none-any.whl", hash = "sha256:fb5c8a4edb43bebb765959e420f9b3978d7f1af88c80606c03fb420888f5d1c7"},
-    {file = "strictyaml-1.7.3.tar.gz", hash = "sha256:22f854a5fcab42b5ddba8030a0e4be51ca89af0267961c8d6cfa86395586c407"},
+    {file = "starlette-0.49.3-py3-none-any.whl", hash = "sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f"},
+    {file = "starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284"},
 ]
 
 [package.dependencies]
-python-dateutil = ">=2.6.0"
+anyio = ">=3.6.2,<5"
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
+
+[package.extras]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
 
 [[package]]
-name = "tabulate"
-version = "0.9.0"
-description = "Pretty-print tabular data"
+name = "strictyaml"
+version = "1.7.3"
+description = "Strict, typed YAML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.7.0"
 groups = ["main"]
 files = [
-    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
-    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+    {file = "strictyaml-1.7.3-py3-none-any.whl", hash = "sha256:fb5c8a4edb43bebb765959e420f9b3978d7f1af88c80606c03fb420888f5d1c7"},
+    {file = "strictyaml-1.7.3.tar.gz", hash = "sha256:22f854a5fcab42b5ddba8030a0e4be51ca89af0267961c8d6cfa86395586c407"},
 ]
 
-[package.extras]
-widechars = ["wcwidth"]
+[package.dependencies]
+python-dateutil = ">=2.6.0"
 
 [[package]]
 name = "threadpoolctl"
@@ -4683,6 +4617,24 @@ files = [
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
+[[package]]
+name = "typer"
+version = "0.20.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "typer-0.20.0-py3-none-any.whl", hash = "sha256:5b463df6793ec1dca6213a3cf4c0f03bc6e322ac5e16e13ddd622a889489784a"},
+    {file = "typer-0.20.0.tar.gz", hash = "sha256:1aaf6494031793e4876fb0bacfa6a912b551cf43c1e63c800df8b1a866720c37"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -4695,6 +4647,21 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "tzdata"
 version = "2024.1"
@@ -4720,11 +4687,30 @@ files = [
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "uvicorn"
+version = "0.38.0"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "uvicorn-0.38.0-py3-none-any.whl", hash = "sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02"},
+    {file = "uvicorn-0.38.0.tar.gz", hash = "sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d"},
+]
+
+[package.dependencies]
+click = ">=7.0"
+h11 = ">=0.8"
+
+[package.extras]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+
 [[package]]
 name = "virtualenv"
 version = "20.26.3"
@@ -4744,7 +4730,7 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
 [[package]]
 name = "waitress"
@@ -4775,6 +4761,85 @@ files = [
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
 
+[[package]]
+name = "websockets"
+version = "15.0.1"
+description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"},
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+    {file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"},
+]
+
 [[package]]
 name = "werkzeug"
 version = "3.0.3"
@@ -4918,9 +4983,9 @@ files = [
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "bf8590010c1dc6aaf92390bd8b747b099bb4648903133c6c7fbc830b3014c3d7"
+content-hash = "059a44570b53800e759895f663b14627da6cd8f5172c47e01e97ba4acffd73b6"
diff --git a/pyproject.toml b/pyproject.toml
index 7ea5d70..b377f96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ matplotlib = "3.8.4"
 ipykernel = "6.29.5"
 black="24.4.2"
 mltable="1.6.1"
-mlflow="2.15.0"
+mlflow="3.5.0rc0"
 azure-ai-ml = "*"
 azure-identity = "*"
 azure-core = "*"