diff --git "a/poetry.lock" "b/poetry.lock"
--- "a/poetry.lock"
+++ "b/poetry.lock"
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
-version = "0.34.2"
+version = "1.2.1"
 description = "Accelerate"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
-    {file = "accelerate-0.34.2-py3-none-any.whl", hash = "sha256:d69159e2c4e4a473d14443b27d2d732929254e826b3ab4813b3785b5ac616c7c"},
-    {file = "accelerate-0.34.2.tar.gz", hash = "sha256:98c1ebe1f5a45c0a3af02dc60b5bb8b7d58d60c3326a326a06ce6d956b18ca5b"},
+    {file = "accelerate-1.2.1-py3-none-any.whl", hash = "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"},
+    {file = "accelerate-1.2.1.tar.gz", hash = "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5"},
 ]
 
 [package.dependencies]
@@ -22,8 +22,8 @@ torch = ">=1.10.0"
 
 [package.extras]
 deepspeed = ["deepspeed"]
-dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.2.1,<0.3.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.2.1,<0.3.0)"]
+dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.6.4,<0.7.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.6.4,<0.7.0)"]
 rich = ["rich"]
 sagemaker = ["sagemaker"]
 test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
@@ -70,38 +70,39 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.6.0"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
-    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
+    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
+    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "asgi-correlation-id"
-version = "4.3.3"
+version = "4.3.4"
 description = "Middleware correlating project logs to individual requests"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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-    {file = "asgi_correlation_id-4.3.3.tar.gz", hash = "sha256:25d89b52f3d32c0f3b4915a9fc38d9cffc7395960d05910bdce5c13023dc237b"},
+    {file = "asgi_correlation_id-4.3.4-py3-none-any.whl", hash = "sha256:36ce69b06c7d96b4acb89c7556a4c4f01a972463d3d49c675026cbbd08e9a0a2"},
+    {file = "asgi_correlation_id-4.3.4.tar.gz", hash = "sha256:ea6bc310380373cb9f731dc2e8b2b6fb978a76afe33f7a2384f697b8d6cd811d"},
 ]
 
 [package.dependencies]
+packaging = "*"
 starlette = ">=0.18"
 
 [package.extras]
@@ -109,36 +110,41 @@ celery = ["celery"]
 
 [[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 = [
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+    {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"]
 
 [[package]]
 name = "bitsandbytes"
-version = "0.42.0"
+version = "0.43.0"
 description = "k-bit optimizers and matrix multiplication routines."
 optional = false
 python-versions = "*"
 files = [
-    {file = "bitsandbytes-0.42.0-py3-none-any.whl", hash = "sha256:63798680912cc63bb77b535a2d0860af024e290a52e157f777ad2a52e2585967"},
-    {file = "bitsandbytes-0.42.0.tar.gz", hash = "sha256:fc1505f184f0d275766f2a6c663f1a43b734c1409b5c5a406f3a6073d9f329fd"},
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 ]
 
 [package.dependencies]
-scipy = "*"
+numpy = "*"
+torch = "*"
+
+[package.extras]
+benchmark = ["matplotlib", "pandas"]
+test = ["scipy"]
 
 [[package]]
 name = "bson"
@@ -156,123 +162,125 @@ six = ">=1.9.0"
 
 [[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 = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {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]]
 name = "charset-normalizer"
-version = "3.3.2"
+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"
-files = [
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 [package.dependencies]
@@ -346,76 +354,65 @@ xyzservices = "*"
 
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 [package.dependencies]
@@ -430,83 +427,73 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
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 [package.dependencies]
@@ -541,26 +528,6 @@ files = [
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-trio = ["trio (>=0.23)"]
-wmi = ["wmi (>=1.5.1)"]
-
 [[package]]
 name = "einops"
 version = "0.8.0"
@@ -572,21 +539,6 @@ files = [
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 ]
 
-[[package]]
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-idna = ">=2.0.0"
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -603,56 +555,33 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.111.1"
+version = "0.115.6"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
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-starlette = ">=0.37.2,<0.38.0"
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 typing-extensions = ">=4.8.0"
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 [package.extras]
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-
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-
-[package.extras]
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 [[package]]
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+version = "0.5.0"
 description = "A simple Python wrapper for FFmpeg"
 optional = false
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+python-versions = "<4.0,>=3.8"
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 [[package]]
@@ -673,53 +602,61 @@ typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
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 [package.extras]
@@ -738,13 +675,13 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "fsspec"
-version = "2024.9.0"
+version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -834,42 +771,41 @@ timezone = ["pytz"]
 
 [[package]]
 name = "gradio"
-version = "4.44.0"
+version = "5.9.1"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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 [package.dependencies]
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 anyio = ">=3.0,<5.0"
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+fastapi = ">=0.115.2,<1.0"
 ffmpy = "*"
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+gradio-client = "1.5.2"
 httpx = ">=0.24.1"
-huggingface-hub = ">=0.19.3"
-importlib-resources = ">=1.3,<7.0"
+huggingface-hub = ">=0.25.1"
 jinja2 = "<4.0"
 markupsafe = ">=2.0,<3.0"
-matplotlib = ">=3.0,<4.0"
 numpy = ">=1.0,<3.0"
 orjson = ">=3.0,<4.0"
 packaging = "*"
 pandas = ">=1.0,<3.0"
-pillow = ">=8.0,<11.0"
+pillow = ">=8.0,<12.0"
 pydantic = ">=2.0"
 pydub = "*"
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+python-multipart = ">=0.0.18"
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 ruff = {version = ">=0.2.2", markers = "sys_platform != \"emscripten\""}
+safehttpx = ">=0.1.6,<0.2.0"
 semantic-version = ">=2.0,<3.0"
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+starlette = {version = ">=0.40.0,<1.0", markers = "sys_platform != \"emscripten\""}
+tomlkit = ">=0.12.0,<0.14.0"
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 typing-extensions = ">=4.0,<5.0"
-urllib3 = ">=2.0,<3.0"
+urllib3 = {version = ">=2.0,<3.0", markers = "sys_platform == \"emscripten\""}
 uvicorn = {version = ">=0.14.0", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
@@ -877,13 +813,13 @@ oauth = ["authlib", "itsdangerous"]
 
 [[package]]
 name = "gradio-client"
-version = "1.3.0"
+version = "1.5.2"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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+    {file = "gradio_client-1.5.2.tar.gz", hash = "sha256:96693ed7d28558ad730ada1045c50182bfc49987aa2104f56c168886d4ad2635"},
 ]
 
 [package.dependencies]
@@ -892,7 +828,7 @@ httpx = ">=0.24.1"
 huggingface-hub = ">=0.19.3"
 packaging = "*"
 typing-extensions = ">=4.0,<5.0"
-websockets = ">=10.0,<13.0"
+websockets = ">=10.0,<15.0"
 
 [[package]]
 name = "h11"
@@ -907,13 +843,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
 ]
 
 [package.dependencies]
@@ -924,55 +860,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
-
-[[package]]
-name = "httptools"
-version = "0.6.1"
-description = "A collection of framework independent HTTP protocol utils."
-optional = false
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-test = ["Cython (>=0.29.24,<0.30.0)"]
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 [[package]]
 name = "httpx"
@@ -1001,13 +889,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
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 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
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 [[package]]
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 version = "2.0.0"
@@ -1079,13 +948,13 @@ files = [
 
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 [package.dependencies]
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 [[package]]
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 [[package]]
 name = "markdown-it-py"
@@ -1359,13 +1209,13 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
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 [package.dependencies]
@@ -1504,7 +1348,7 @@ pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
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 [[package]]
 name = "mdurl"
@@ -1554,45 +1398,54 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
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+version = "12.6.85"
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 mic = ["olefile"]
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 [package.dependencies]
@@ -2337,37 +2215,42 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
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 [package.dependencies]
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 [package.extras]
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-dev = ["Cython"]
+dev = ["cython"]
 geopandas = ["geopandas"]
 test = ["pytest", "pytest-cov"]
 
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 [package.extras]
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 ]
 
 [package.dependencies]
@@ -2436,13 +2317,13 @@ certifi = "*"
 
 [[package]]
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+version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -2504,13 +2385,13 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "python-multipart"
-version = "0.0.10"
+version = "0.0.20"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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 optional = false
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 ]
 
 [package.dependencies]
@@ -2627,119 +2504,118 @@ certifi = "*"
 click = ">=4.0"
 click-plugins = "*"
 cligj = ">=0.5"
-numpy = "*"
-setuptools = "*"
-snuggs = ">=1.4.1"
+numpy = ">=1.24"
+pyparsing = "*"
 
 [package.extras]
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-docs = ["ghp-import", "numpydoc", "sphinx", "sphinx-rtd-theme"]
+all = ["boto3 (>=1.2.4)", "fsspec", "ghp-import", "hypothesis", "ipython (>=2.0)", "matplotlib", "numpydoc", "packaging", "pytest (>=2.8.2)", "pytest-cov (>=2.2.0)", "shapely", "sphinx", "sphinx-click", "sphinx-rtd-theme"]
+docs = ["ghp-import", "numpydoc", "sphinx", "sphinx-click", "sphinx-rtd-theme"]
 ipython = ["ipython (>=2.0)"]
 plot = ["matplotlib"]
 s3 = ["boto3 (>=1.2.4)"]
-test = ["boto3 (>=1.2.4)", "hypothesis", "packaging", "pytest (>=2.8.2)", "pytest-cov (>=2.2.0)", "shapely"]
+test = ["boto3 (>=1.2.4)", "fsspec", "hypothesis", "packaging", "pytest (>=2.8.2)", "pytest-cov (>=2.2.0)", "shapely"]
 
 [[package]]
 name = "regex"
-version = "2024.9.11"
+version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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+    {file = "ruff-0.8.4.tar.gz", hash = "sha256:0d5f89f254836799af1615798caa5f80b7f935d7a670fad66c5007928e57ace8"},
+]
+
+[[package]]
+name = "safehttpx"
+version = "0.1.6"
+description = "A small Python library created to help developers protect their applications from Server Side Request Forgery (SSRF) attacks."
+optional = false
+python-versions = ">3.9"
+files = [
+    {file = "safehttpx-0.1.6-py3-none-any.whl", hash = "sha256:407cff0b410b071623087c63dd2080c3b44dc076888d8c5823c00d1e58cb381c"},
+    {file = "safehttpx-0.1.6.tar.gz", hash = "sha256:b356bfc82cee3a24c395b94a2dbeabbed60aff1aa5fa3b5fe97c4f2456ebce42"},
 ]
 
+[package.dependencies]
+httpx = "*"
+
+[package.extras]
+dev = ["pytest"]
+
 [[package]]
 name = "safetensors"
 version = "0.4.5"
@@ -2942,59 +2836,61 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
 name = "samgis-core"
-version = "3.0.13"
+version = "3.0.15"
 description = "SamGIS CORE"
 optional = false
 python-versions = "<3.12,>=3.10"
 files = [
-    {file = "samgis_core-3.0.13-py3-none-any.whl", hash = "sha256:d6fbaacf53fbcf4f23c834ef3d5e2a656d0c3c2033dafc593fe1808796fc9e24"},
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+    {file = "samgis_core-3.0.15-py3-none-any.whl", hash = "sha256:352ea9e8a0afc8410d35ad5eb3483ca7c4c6a24a69d09044a190c0eec319bfe0"},
+    {file = "samgis_core-3.0.15.tar.gz", hash = "sha256:e0aa315997611b8b9ddf9366be930e5016805dcc15c013444a3c5ae35017046e"},
 ]
 
 [package.dependencies]
 bson = ">=0.5.10,<0.6.0"
 numpy = {version = "1.25.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""}
-pillow = ">=10.4.0,<11.0.0"
+pillow = ">=11.0.0,<12.0.0"
 python-dotenv = ">=1.0.1,<2.0.0"
 structlog = ">=24.4.0,<25.0.0"
 
 [[package]]
 name = "samgis-lisa"
-version = "1.0.8"
+version = "1.0.9"
 description = "SamGIS LISA"
 optional = false
-python-versions = "<3.11,>=3.10"
+python-versions = "<3.12,>=3.10"
 files = [
-    {file = "samgis_lisa-1.0.8-py3-none-any.whl", hash = "sha256:301ced2bfe9a7118fe852434143d5fb6ecfdf215ff3fdefc44d8f0edd9a04c9f"},
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+    {file = "samgis_lisa-1.0.9-py3-none-any.whl", hash = "sha256:dafa3912df78ce938342da1c066190d8c89e12aa36f3038d59cc5820fef246da"},
+    {file = "samgis_lisa-1.0.9.tar.gz", hash = "sha256:5952c54178daff140258c02db6033ed4242e6c627dd002fb52a8332116c79d68"},
 ]
 
 [package.dependencies]
-gradio = "4.44.0"
-lisa-on-cuda = "1.4.8"
-samgis-web = "1.0.14"
+gradio = ">=5.9.1,<6.0.0"
+lisa-on-cuda = "1.4.11"
+samgis-web = "1.0.20"
 
 [[package]]
 name = "samgis-web"
-version = "1.0.14"
+version = "1.0.20"
 description = "SamGIS WEB"
 optional = false
 python-versions = "<3.12,>=3.10"
 files = [
-    {file = "samgis_web-1.0.14-py3-none-any.whl", hash = "sha256:db4879e21b89fb9c29d41bdb8efe64e0cde1f1b0e7a6b763f56aee291aa2443f"},
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+    {file = "samgis_web-1.0.20-py3-none-any.whl", hash = "sha256:345df357cd54d0507bedc304728eb2e5eec080221ee4c887f6ad1812bd247732"},
+    {file = "samgis_web-1.0.20.tar.gz", hash = "sha256:96f923d44e8329ffc2b4a57466066bd1d125d7c30a226925f2f7b7fa303731f8"},
 ]
 
 [package.dependencies]
+affine = ">=2.4.0,<3.0.0"
 asgi-correlation-id = ">=4.3.1,<5.0.0"
 contextily = ">=1.6.0,<2.0.0"
-fastapi = ">=0.111.1,<0.112.0"
+fastapi = ">=0.115.2,<0.116.0"
 geopandas = ">=1.0.1,<2.0.0"
+jinja2 = ">=3.1.4,<4.0.0"
 rasterio = ">=1.3.10,<2.0.0"
 requests = ">=2.32.3,<3.0.0"
-samgis-core = "3.0.13"
+samgis-core = "3.0.15"
 shapely = ">=2.0.5,<3.0.0"
-uvicorn = ">=0.30.1,<0.31.0"
+uvicorn = ">=0.34.0,<0.35.0"
 
 [[package]]
 name = "scipy"
@@ -3123,26 +3019,6 @@ files = [
     {file = "sentencepiece-0.2.0.tar.gz", hash = "sha256:a52c19171daaf2e697dc6cbe67684e0fa341b1248966f6aebb541de654d15843"},
 ]
 
-[[package]]
-name = "setuptools"
-version = "75.1.0"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
-core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"]
-
 [[package]]
 name = "shapely"
 version = "2.0.6"
@@ -3225,13 +3101,13 @@ files = [
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
-    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
-    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
@@ -3245,24 +3121,6 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
-[[package]]
-name = "snuggs"
-version = "1.4.7"
-description = "Snuggs are s-expressions for Numpy"
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[package.dependencies]
-numpy = "*"
-pyparsing = ">=2.1.6"
-
-[package.extras]
-test = ["hypothesis", "pytest"]
-
 [[package]]
 name = "spaces"
 version = "0.30.2"
@@ -3285,13 +3143,13 @@ typing-extensions = ">=4,<5"
 
 [[package]]
 name = "starlette"
-version = "0.37.2"
+version = "0.41.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.37.2-py3-none-any.whl", hash = "sha256:6fe59f29268538e5d0d182f2791a479a0c64638e6935d1c6989e63fb2699c6ee"},
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+    {file = "starlette-0.41.3-py3-none-any.whl", hash = "sha256:44cedb2b7c77a9de33a8b74b2b90e9f50d11fcf25d8270ea525ad71a25374ff7"},
+    {file = "starlette-0.41.3.tar.gz", hash = "sha256:0e4ab3d16522a255be6b28260b938eae2482f98ce5cc934cb08dce8dc3ba5835"},
 ]
 
 [package.dependencies]
@@ -3390,24 +3248,54 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
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 ]
 
 [[package]]
 name = "tomlkit"
-version = "0.12.0"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3508,20 +3396,21 @@ scipy = ["scipy"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.5"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
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 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 [package.extras]
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+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -3619,13 +3508,13 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 
 [[package]]
 name = "typer"
-version = "0.12.5"
+version = "0.15.1"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -3647,24 +3536,24 @@ files = [
 
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 description = "Provider of IANA time zone data"
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 python-versions = ">=2"
 files = [
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 ]
 
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 description = "HTTP library with thread-safe connection pooling, file post, and more."
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-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
@@ -3675,248 +3564,99 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
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+version = "0.34.0"
 description = "The lightning-fast ASGI server."
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-python-versions = ">=3.8"
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-websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
 
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-
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