diff --git a/poetry.lock b/poetry.lock
index b9325dff..df7dd047 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,17 +1,5 @@
 # This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
-[[package]]
-name = "annotated-doc"
-version = "0.0.4"
-description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
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-]
-
 [[package]]
 name = "anyio"
 version = "4.12.1"
@@ -331,14 +319,14 @@ xcb = ["xcffib (>=1.4.0)"]
 
 [[package]]
 name = "cairosvg"
-version = "2.8.2"
+version = "2.9.1"
 description = "A Simple SVG Converter based on Cairo"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["docs"]
 files = [
-    {file = "cairosvg-2.8.2-py3-none-any.whl", hash = "sha256:eab46dad4674f33267a671dce39b64be245911c901c70d65d2b7b0821e852bf5"},
-    {file = "cairosvg-2.8.2.tar.gz", hash = "sha256:07cbf4e86317b27a92318a4cac2a4bb37a5e9c1b8a27355d06874b22f85bef9f"},
+    {file = "cairosvg-2.9.1-py3-none-any.whl", hash = "sha256:f91c5628e834be024a0ed4544d76261cd84016a4c73bcdf26c386495825c05a1"},
+    {file = "cairosvg-2.9.1.tar.gz", hash = "sha256:861bc28ad97ce4f537d50eb3d6ee97a7afcccec9c61ac25c4e7d073fe409aec7"},
 ]
 
 [package.dependencies]
@@ -598,19 +586,16 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.3.1"
+version = "8.5.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "docs"]
 files = [
-    {file = "click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"},
-    {file = "click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a"},
+    {file = "click-8.5.0-py3-none-any.whl", hash = "sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360"},
+    {file = "click-8.5.0.tar.gz", hash = "sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34"},
 ]
 
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -958,38 +943,30 @@ files = [
 
 [[package]]
 name = "hf-xet"
-version = "1.3.2"
+version = "1.6.0"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
 files = [
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+    {file = "hf_xet-1.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:75765820ce4700db3750c94acc8fe27c5fae4c9ec000a0dbac3ca082acf97765"},
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+    {file = "hf_xet-1.6.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:8fb4f71cba6129110c3374a33f919001ff130488fc23553698e34cc1c2a1198c"},
+    {file = "hf_xet-1.6.0-cp38-abi3-win_amd64.whl", hash = "sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b"},
+    {file = "hf_xet-1.6.0-cp38-abi3-win_arm64.whl", hash = "sha256:3dc3e35441ba395006af5aaacc40ef2e603c51ef46c3530b9156185f00935ea3"},
+    {file = "hf_xet-1.6.0.tar.gz", hash = "sha256:2e58454a340b3556dfa4972d5451aff4fba8dd42a236600ba1a1d2b1514f0fef"},
 ]
 
 [package.extras]
@@ -1044,36 +1021,37 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "1.5.0"
+version = "1.30.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "huggingface_hub-1.5.0-py3-none-any.whl", hash = "sha256:c9c0b3ab95a777fc91666111f3b3ede71c0cdced3614c553a64e98920585c4ee"},
-    {file = "huggingface_hub-1.5.0.tar.gz", hash = "sha256:f281838db29265880fb543de7a23b0f81d3504675de82044307ea3c6c62f799d"},
+    {file = "huggingface_hub-1.30.0-py3-none-any.whl", hash = "sha256:96ae0a8e99a234374a6fe43e989ebd21c04640b91ab2927e7e5773ba1131ca59"},
+    {file = "huggingface_hub-1.30.0.tar.gz", hash = "sha256:e6a6120bc8c8e2723d03648434ee247088cceb55ba7067e7d34d692cad5fdb57"},
 ]
 
 [package.dependencies]
+click = ">=8.4.2,<9.0.0"
 filelock = ">=3.10.0"
 fsspec = ">=2023.5.0"
-hf-xet = {version = ">=1.2.0,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
+hf-xet = {version = ">=1.5.2,<2.0.0", markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""}
 httpx = ">=0.23.0,<1"
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 tqdm = ">=4.42.1"
-typer = "*"
 typing-extensions = ">=4.1.0"
 
 [package.extras]
-all = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
-dev = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (>=16.2)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (>=16.2)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-hf-xet = ["hf-xet (>=1.2.0,<2.0.0)"]
-mcp = ["mcp (>=1.8.0)"]
+gradio = ["gradio (>=5.0.0)", "requests"]
+hf-xet = ["hf-xet (>=1.5.2,<2.0.0)"]
+mcp = ["mcp (>=1.8.0,<2.0.0)"]
 oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"]
 quality = ["libcst (>=1.4.0)", "mypy (==1.15.0)", "ruff (>=0.9.0)", "ty"]
-testing = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["Jinja2", "Pillow", "authlib (>=1.3.2)", "duckdb", "fastapi", "fastapi", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.4.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (>=16.2)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -1415,6 +1393,27 @@ files = [
 [package.dependencies]
 referencing = ">=0.31.0"
 
+[[package]]
+name = "jupyter-builder"
+version = "1.2.3"
+description = "JupyterLab build tools"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+files = [
+    {file = "jupyter_builder-1.2.3-py3-none-any.whl", hash = "sha256:c5ea5a7190c2a7b082494abade98eece1b2b5bd5dbd7d610606cbcd10a1d08b3"},
+    {file = "jupyter_builder-1.2.3.tar.gz", hash = "sha256:01aba6794eb9b19e0e29ae21137ca60ba4135c70347d4b9f664a586822b8c809"},
+]
+
+[package.dependencies]
+jupyter-core = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
+traitlets = "*"
+
+[package.extras]
+dev = ["build", "hatch", "mypy", "pre-commit", "ruff (==0.16.0)"]
+test = ["copier (>=9.3,<10)", "coverage[toml] (>=7.10.6)", "deptry", "jinja2-time", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-cov (>=7)"]
+
 [[package]]
 name = "jupyter-client"
 version = "8.8.0"
@@ -1560,14 +1559,14 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.5.10"
+version = "4.6.3"
 description = "JupyterLab computational environment"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "jupyterlab-4.5.10-py3-none-any.whl", hash = "sha256:5967ca61e692e67a2f30b5a2b901c941dc6ce56c0b0e357bc6d34fed5ec095f6"},
-    {file = "jupyterlab-4.5.10.tar.gz", hash = "sha256:77e8d80b78be59b2eaba2154562e21caa6e79c2f1281d6f486584f7144ee2f47"},
+    {file = "jupyterlab-4.6.3-py3-none-any.whl", hash = "sha256:0a1ebc6567186f1eabd99536e94df7ed9e96d1e7c5ddf3e4406ae16e88abacb7"},
+    {file = "jupyterlab-4.6.3.tar.gz", hash = "sha256:2e3db6e3a12495ebd188276e985bf5ac502fbde3d1e8628819920210008de498"},
 ]
 
 [package.dependencies]
@@ -1575,23 +1574,22 @@ async-lru = ">=1.0.0"
 httpx = ">=0.25.0,<1"
 ipykernel = ">=6.5.0,<6.30.0 || >6.30.0"
 jinja2 = ">=3.0.3"
+jupyter-builder = ">=1.0.2"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
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@@ -1833,30 +1831,6 @@ files = [
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 testing = ["coverage", "pyyaml"]
 
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-
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@@ -1974,18 +1948,6 @@ traitlets = "*"
 [package.extras]
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 [package.dependencies]
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 markdown = ">=3.2"
-mkdocs = ">=1.6"
+mkdocs = ">=1.6,<2"
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 pygments = ">=2.16"
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+[package.extras]
+dev = ["pytest"]
+
 [[package]]
 name = "pycparser"
 version = "3.0"
@@ -3350,7 +3336,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "docs", "test"]
+groups = ["dev", "docs", "test"]
 files = [
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 name = "pyright"
-version = "1.1.408"
+version = "1.1.411"
 description = "Command line wrapper for pyright"
 optional = false
 python-versions = ">=3.7"
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 test = ["pytest (>=8)"]
 
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 [[package]]
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+    {file = "tokenizers-0.23.2-cp310-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:f486f402f6f9abee5bb032553736813af0c710a86b2e0ca592634c55cea1f835"},
+    {file = "tokenizers-0.23.2-cp310-abi3-musllinux_1_2_i686.whl", hash = "sha256:bef235815a067b2648caf6dcc7a71091b0b0fff9ee8057f6451eb9335fae52ef"},
+    {file = "tokenizers-0.23.2-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5c56bda1511921587789163e524d196ed8284174ac23abd7685d5ea8da6c4718"},
+    {file = "tokenizers-0.23.2-cp310-abi3-win32.whl", hash = "sha256:debf978920d93ba9c219bd67cc4bbfaf912c9039e41e7a28b91ec15e3728c95a"},
+    {file = "tokenizers-0.23.2-cp310-abi3-win_amd64.whl", hash = "sha256:2e96f5699d5249c9c64aa8412e044f727aae3a4098cf830f9901ec1afc361cde"},
+    {file = "tokenizers-0.23.2-cp310-abi3-win_arm64.whl", hash = "sha256:e49c394456dd9985787fec76132438ba3fb8911f857b1bf3d40119f9292d41aa"},
+    {file = "tokenizers-0.23.2.tar.gz", hash = "sha256:7f0f085686b9de0d0079e6f874ae053600db64c5d13049e0bbc0119926d25aac"},
 ]
 
 [package.dependencies]
@@ -4261,25 +4188,24 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.67.3"
+version = "4.70.0"
 description = "Fast, Extensible Progress Meter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "tqdm-4.67.3-py3-none-any.whl", hash = "sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf"},
-    {file = "tqdm-4.67.3.tar.gz", hash = "sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb"},
+    {file = "tqdm-4.70.0-py3-none-any.whl", hash = "sha256:7f585706bfddbdebf89daac705b2dfcc16890130727d3197ca62c732b4310953"},
+    {file = "tqdm-4.70.0.tar.gz", hash = "sha256:55b0b0dbd97462d06ebee91e4dac24ed4d4702be82b24f07e6c1d27e08cea220"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
-discord = ["requests"]
+discord = ["envwrap", "requests"]
 notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
+slack = ["envwrap", "slack-sdk"]
+telegram = ["envwrap", "requests"]
 
 [[package]]
 name = "traitlets"
@@ -4297,24 +4223,6 @@ 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 = "0.24.1"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "typer-0.24.1-py3-none-any.whl", hash = "sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e"},
-    {file = "typer-0.24.1.tar.gz", hash = "sha256:e39b4732d65fbdcde189ae76cf7cd48aeae72919dea1fdfc16593be016256b45"},
-]
-
-[package.dependencies]
-annotated-doc = ">=0.0.2"
-click = ">=8.2.1"
-rich = ">=12.3.0"
-shellingham = ">=1.3.0"
-
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"