diff --git a/poetry.lock b/poetry.lock
index 835388a17..d30fc2cef 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -16,13 +16,13 @@ pycares = ">=4.0.0"
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
@@ -351,21 +351,18 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "astunparse"
@@ -409,19 +406,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -587,6 +584,7 @@ files = [
 
 [package.dependencies]
 six = ">=1.9.0"
+tinycss2 = {version = ">=1.1.0,<1.3", optional = true, markers = "extra == \"css\""}
 webencodings = "*"
 
 [package.extras]
@@ -771,13 +769,13 @@ widget = ["ipython", "ipywidgets (>=7.0,<9.0)", "traitlets"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
@@ -872,127 +870,114 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
 files = [
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 [[package]]
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-version = "0.27.2"
+version = "0.28.1"
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 python-versions = ">=3.8"
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 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
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+version = "3.1.5"
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+    {file = "jiter-0.8.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8bd2a824d08d8977bb2794ea2682f898ad3d8837932e3a74937e93d62ecbb637"},
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+    {file = "jiter-0.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:1c0dfbd1be3cbefc7510102370d86e35d1d53e5a93d48519688b1bf0f761160a"},
+    {file = "jiter-0.8.2.tar.gz", hash = "sha256:cd73d3e740666d0e639f678adb176fad25c1bcbdae88d8d7b857e1783bb4212d"},
 ]
 
 [[package]]
@@ -2455,13 +2439,13 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.9.28"
+version = "0.10.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "json5-0.9.28-py3-none-any.whl", hash = "sha256:29c56f1accdd8bc2e037321237662034a7e07921e2b7223281a5ce2c46f0c4df"},
-    {file = "json5-0.9.28.tar.gz", hash = "sha256:1f82f36e615bc5b42f1bbd49dbc94b12563c56408c6ffa06414ea310890e9a6e"},
+    {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"},
+    {file = "json5-0.10.0.tar.gz", hash = "sha256:e66941c8f0a02026943c52c2eb34ebeb2a6f819a0be05920a6f5243cd30fd559"},
 ]
 
 [package.extras]
@@ -2721,13 +2705,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.6"
+version = "4.3.4"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.2.6-py3-none-any.whl", hash = "sha256:78dd42cae5b460f377624b03966a8730e3b0692102ddf5933a2a3730c1bc0a20"},
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+    {file = "jupyterlab-4.3.4-py3-none-any.whl", hash = "sha256:b754c2601c5be6adf87cb5a1d8495d653ffb945f021939f77776acaa94dae952"},
+    {file = "jupyterlab-4.3.4.tar.gz", hash = "sha256:f0bb9b09a04766e3423cccc2fc23169aa2ffedcdf8713e9e0fb33cac0b6859d0"},
 ]
 
 [package.dependencies]
@@ -2743,15 +2727,15 @@ jupyter-server = ">=2.4.0,<3"
 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-setuptools = ">=40.1.0"
+setuptools = ">=40.8.0"
 tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"]
-docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
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+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.6.9)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.1.0)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.4.1)", "ipython (==8.16.1)", "ipywidgets (==8.1.5)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.2.post3)", "matplotlib (==3.9.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.3)", "scipy (==1.14.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
 upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"]
 
@@ -3084,13 +3068,13 @@ six = "*"
 
 [[package]]
 name = "langsmith"
-version = "0.1.146"
+version = "0.1.147"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langsmith-0.1.147-py3-none-any.whl", hash = "sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15"},
+    {file = "langsmith-0.1.147.tar.gz", hash = "sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a"},
 ]
 
 [package.dependencies]
@@ -3100,6 +3084,9 @@ pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+
 [[package]]
 name = "latex2mathml"
 version = "3.77.0"
@@ -3516,15 +3503,18 @@ files = [
 
 [[package]]
 name = "mistune"
-version = "3.0.2"
+version = "3.1.0"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "mistune-3.1.0-py3-none-any.whl", hash = "sha256:b05198cf6d671b3deba6c87ec6cf0d4eb7b72c524636eddb6dbf13823b52cee1"},
+    {file = "mistune-3.1.0.tar.gz", hash = "sha256:dbcac2f78292b9dc066cd03b7a3a26b62d85f8159f2ea5fd28e55df79908d667"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "more-itertools"
 version = "10.5.0"
@@ -3716,13 +3706,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.10.0"
+version = "0.10.1"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "nbclient-0.10.1-py3-none-any.whl", hash = "sha256:949019b9240d66897e442888cfb618f69ef23dc71c01cb5fced8499c2cfc084d"},
+    {file = "nbclient-0.10.1.tar.gz", hash = "sha256:3e93e348ab27e712acd46fccd809139e356eb9a31aab641d1a7991a6eb4e6f68"},
 ]
 
 [package.dependencies]
@@ -3733,23 +3723,23 @@ traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
 test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.16.4"
+version = "7.16.5"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "nbconvert-7.16.5-py3-none-any.whl", hash = "sha256:e12eac052d6fd03040af4166c563d76e7aeead2e9aadf5356db552a1784bd547"},
+    {file = "nbconvert-7.16.5.tar.gz", hash = "sha256:c83467bb5777fdfaac5ebbb8e864f300b277f68692ecc04d6dab72f2d8442344"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "!=5.0.0"
+bleach = {version = "!=5.0.0", extras = ["css"]}
 defusedxml = "*"
 importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0"
@@ -3762,7 +3752,6 @@ nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
-tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -3826,27 +3815,35 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nh3"
-version = "0.2.18"
-description = "Python bindings to the ammonia HTML sanitization library."
-optional = false
-python-versions = "*"
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 [[package]]
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 notebook-shim = ">=0.2,<0.3"
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 optional = false
 python-versions = ">=3"
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 [package.extras]
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 [[package]]
@@ -4318,8 +4317,8 @@ files = [
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-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -4630,13 +4629,13 @@ xmp = ["defusedxml"]
 
 [[package]]
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-version = "1.11.2"
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 python-versions = ">=3.8"
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 [package.extras]
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 [[package]]
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+version = "0.21.1"
 description = "Python client for the Prometheus monitoring system."
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 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
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 [package.dependencies]
@@ -5298,13 +5310,13 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.18.0"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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@@ -5364,15 +5376,21 @@ cli = ["click (>=5.0)"]
 
 [[package]]
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-description = "A python library adding a json log formatter"
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+description = "JSON Log Formatter for the Python Logging Package"
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+python-versions = ">=3.8"
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 ]
 
+[package.dependencies]
+typing_extensions = {version = "*", markers = "python_version < \"3.10\""}
+
+[package.extras]
+dev = ["backports.zoneinfo", "black", "build", "freezegun", "mdx_truly_sane_lists", "mike", "mkdocs", "mkdocs-awesome-pages-plugin", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-material (>=8.5)", "mkdocstrings[python]", "msgspec", "msgspec-python313-pre", "mypy", "orjson", "pylint", "pytest", "tzdata", "validate-pyproject[all]"]
+
 [[package]]
 name = "pytz"
 version = "2024.2"
@@ -5659,13 +5677,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "ragas"
-version = "0.2.6"
+version = "0.2.7"
 description = ""
 optional = true
 python-versions = "*"
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@@ -5674,7 +5692,7 @@ datasets = "*"
 langchain = "*"
 langchain-community = "*"
 langchain-core = "*"
-langchain-openai = "*"
+langchain_openai = "*"
 nest-asyncio = "*"
 numpy = "*"
 openai = ">1"
@@ -5683,7 +5701,7 @@ pysbd = ">=0.3.4"
 tiktoken = "*"
 
 [package.extras]
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 test-minimal = ["coverage", "pytest (>=8)", "pytest-cov"]
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 [package.extras]
@@ -7100,13 +7021,13 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.4.0"
+version = "1.2.1"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -7114,7 +7035,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["pytest", "ruff"]
+test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "tokenizers"
@@ -7247,13 +7168,43 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
-version = "2.1.0"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281"},
+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
 
 [[package]]
@@ -7500,13 +7451,13 @@ test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20241003"
+version = "2.9.0.20241206"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-python-dateutil-2.9.0.20241003.tar.gz", hash = "sha256:58cb85449b2a56d6684e41aeefb4c4280631246a0da1a719bdbe6f3fb0317446"},
-    {file = "types_python_dateutil-2.9.0.20241003-py3-none-any.whl", hash = "sha256:250e1d8e80e7bbc3a6c99b907762711d1a1cdd00e978ad39cb5940f6f0a87f3d"},
+    {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
+    {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"},
 ]
 
 [[package]]
@@ -7620,13 +7571,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.27.1"
+version = "20.28.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "virtualenv-20.27.1-py3-none-any.whl", hash = "sha256:f11f1b8a29525562925f745563bfd48b189450f61fb34c4f9cc79dd5aa32a1f4"},
-    {file = "virtualenv-20.27.1.tar.gz", hash = "sha256:142c6be10212543b32c6c45d3d3893dff89112cc588b7d0879ae5a1ec03a47ba"},
+    {file = "virtualenv-20.28.1-py3-none-any.whl", hash = "sha256:412773c85d4dab0409b83ec36f7a6499e72eaf08c80e81e9576bca61831c71cb"},
+    {file = "virtualenv-20.28.1.tar.gz", hash = "sha256:5d34ab240fdb5d21549b76f9e8ff3af28252f5499fb6d6f031adac4e5a8c5329"},
 ]
 
 [package.dependencies]
@@ -7832,24 +7783,23 @@ pillow = "*"
 
 [[package]]
 name = "xgboost"
-version = "2.1.2"
+version = "2.1.3"
 description = "XGBoost Python Package"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "xgboost-2.1.2-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:9efbdb262cce5e6d71123748ee8c0c4e6cf66d9c9207dae71f645116717c1f00"},
-    {file = "xgboost-2.1.2-py3-none-macosx_12_0_arm64.whl", hash = "sha256:ec49df8017e729244e08ffb4904659f3f0b6f3c8ca11c90a5ca501ab9cc8c8ce"},
-    {file = "xgboost-2.1.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:bfa7e6cecf7b62319379f0d4b04b966e84a933adcde0405061b9ddb0d0aef6b1"},
-    {file = "xgboost-2.1.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:30a23db30a7c958917fce9f0467eab8920480d064a4bb74de693e0680528163f"},
-    {file = "xgboost-2.1.2-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:69f1e1038e594d28d6f74252685495eba9de4983e95c87d1e93706fa5f720b02"},
-    {file = "xgboost-2.1.2-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:a8abdcc48d68cad22812df43a16cfc8314dcf771064b63ada9d73399129c8fdc"},
-    {file = "xgboost-2.1.2-py3-none-win_amd64.whl", hash = "sha256:93782c35e8a2c2eb124eb68186c3238f270ee868c654f65b47f0d594376b25d6"},
-    {file = "xgboost-2.1.2.tar.gz", hash = "sha256:151071c22d0f5637739ccaf057f57d05983caaba557cc3d8191c2cb8ce8ae659"},
+    {file = "xgboost-2.1.3-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:c9b0c92f13e3650e1e1cf92ff9ecef3efc6f5dc3d10ce17858df2081a89976ef"},
+    {file = "xgboost-2.1.3-py3-none-macosx_12_0_arm64.whl", hash = "sha256:fcbf1912a852bd07a7007be350c8dc3a484c5e775b612f2b3cd082fc76240eb3"},
+    {file = "xgboost-2.1.3-py3-none-manylinux2014_aarch64.whl", hash = "sha256:27af88df1162cee016c67f267a0a16c3db1c48f256e12f64c45c8f8edf9571cd"},
+    {file = "xgboost-2.1.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:32a43526208fe676527c698cb852e0e9515e6d7294143780e476d335290a131b"},
+    {file = "xgboost-2.1.3-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:5d33090880f3d474f8cf5dda557c7bf8dbceefb62f2fd655c77efcabb9cac222"},
+    {file = "xgboost-2.1.3-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:8d85d38553855a1f8c40b8fbccca86af19202f91b244e2c7f77afbb2a6d9d785"},
+    {file = "xgboost-2.1.3-py3-none-win_amd64.whl", hash = "sha256:25c0ffcbd62aac5bc22c79e08b5b2edad1d5e37f16610ebefa5f06f3e2ea3d96"},
+    {file = "xgboost-2.1.3.tar.gz", hash = "sha256:7699ec4226156887d3afc665c63ab87469db9d46e361c702ba9fccd22535730c"},
 ]
 
 [package.dependencies]
 numpy = "*"
-nvidia-nccl-cu12 = {version = "*", markers = "platform_system == \"Linux\" and platform_machine != \"aarch64\""}
 scipy = "*"
 
 [package.extras]
@@ -8121,13 +8071,13 @@ propcache = ">=0.2.0"
 
 [[package]]
 name = "ydata-profiling"
-version = "4.12.0"
+version = "4.12.1"
 description = "Generate profile report for pandas DataFrame"
 optional = false
 python-versions = "<3.13,>=3.7"
 files = [
-    {file = "ydata-profiling-4.12.0.tar.gz", hash = "sha256:3da07bc235ee7233701d3e6be82486d6489b6d545c1657adfba7a0927bc6febf"},
-    {file = "ydata_profiling-4.12.0-py2.py3-none-any.whl", hash = "sha256:bfc40caaf070ccee55f00d5c09e8954ac2778cce93fbf09de503e3ef5f4d223f"},
+    {file = "ydata-profiling-4.12.1.tar.gz", hash = "sha256:341b23bbf220a03639a0e2a4b58c4c663cb0a8d73dd27b6f93fa86406cd16cc1"},
+    {file = "ydata_profiling-4.12.1-py2.py3-none-any.whl", hash = "sha256:c14e148dfc779540203acd17b2298171a72c8098c7e2481f8030f50d6f0dc4b5"},
 ]
 
 [package.dependencies]
@@ -8158,13 +8108,13 @@ unicode = ["tangled-up-in-unicode (==0.2.0)"]
 
 [[package]]
 name = "yfinance"
-version = "0.2.50"
+version = "0.2.51"
 description = "Download market data from Yahoo! Finance API"
 optional = false
 python-versions = "*"
 files = [
-    {file = "yfinance-0.2.50-py2.py3-none-any.whl", hash = "sha256:0db13b19313043328fe88ded2ddc306ede7d901d0f5181462a1cce76acdbcd2a"},
-    {file = "yfinance-0.2.50.tar.gz", hash = "sha256:33b379cad4261313dc93bfe3148d2f6e6083210e6341f0c93dd3af853019b1a0"},
+    {file = "yfinance-0.2.51-py2.py3-none-any.whl", hash = "sha256:d5cc7a970bb4bb43e4deee853514cbaa3c2b070a0dee6b2861c1ab5076f21dc1"},
+    {file = "yfinance-0.2.51.tar.gz", hash = "sha256:7902cc9b23699a51efa50f1cc7a965220a56beccc00d189f929b4c7c5c189a60"},
 ]
 
 [package.dependencies]
@@ -8181,7 +8131,7 @@ pytz = ">=2022.5"
 requests = ">=2.31"
 
 [package.extras]
-nospam = ["requests-cache (>=1.0)", "requests-ratelimiter (>=0.3.1)"]
+nospam = ["requests_cache (>=1.0)", "requests_ratelimiter (>=0.3.1)"]
 repair = ["scipy (>=1.6.3)"]
 
 [[package]]
@@ -8213,4 +8163,4 @@ r-support = ["rpy2"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.12"
-content-hash = "4be21fdcb53d768471677c29405d4d54725f386d174e2ad0c4654ebfc5c94984"
+content-hash = "aac1de3da168e197391f731d946d203db30ddb24d98ae474689ec15b7563bde9"
diff --git a/pyproject.toml b/pyproject.toml
index 60a40a5c6..19fb51b10 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ python-dotenv = "*"
 ragas = {version = ">=0.2.3", optional = true}
 rouge = ">=1"
 rpy2 = {version = "^3.5.10", optional = true}
-scikit-learn = "*,!=1.6.0"
+scikit-learn = "*,<1.6.0"
 scipy = "*"
 scorecardpy = "^0.1.9.6"
 seaborn = "*"