diff --git a/api/requirements.txt b/api/requirements.txt
index ff52635..d3edd9b 100644
--- a/api/requirements.txt
+++ b/api/requirements.txt
@@ -1,148 +1,161 @@
 absl-py==1.4.0 ; python_version >= "3.8" and python_version < "3.11"
-anyio==3.7.0 ; python_version >= "3.8" and python_version < "3.11"
+anyio==3.7.1 ; python_version >= "3.8" and python_version < "3.11"
 appnope==0.1.3 ; python_version >= "3.8" and python_version < "3.11" and platform_system == "Darwin" or python_version >= "3.8" and python_version < "3.11" and sys_platform == "darwin"
 argon2-cffi-bindings==21.2.0 ; python_version >= "3.8" and python_version < "3.11"
 argon2-cffi==21.3.0 ; python_version >= "3.8" and python_version < "3.11"
 arrow==1.2.3 ; python_version >= "3.8" and python_version < "3.11"
 asttokens==2.2.1 ; python_version >= "3.8" and python_version < "3.11"
 astunparse==1.6.3 ; python_version >= "3.8" and python_version < "3.11"
+async-lru==2.0.4 ; python_version >= "3.8" and python_version < "3.11"
 attrs==23.1.0 ; python_version >= "3.8" and python_version < "3.11"
+babel==2.12.1 ; python_version >= "3.8" and python_version < "3.11"
 backcall==0.2.0 ; python_version >= "3.8" and python_version < "3.11"
 beautifulsoup4==4.12.2 ; python_version >= "3.8" and python_version < "3.11"
 bleach==6.0.0 ; python_version >= "3.8" and python_version < "3.11"
-blis==0.7.9 ; python_version >= "3.8" and python_version < "3.11"
+blis==0.7.10 ; python_version >= "3.8" and python_version < "3.11"
 cachetools==5.3.1 ; python_version >= "3.8" and python_version < "3.11"
-catalogue==2.0.8 ; python_version >= "3.8" and python_version < "3.11"
-certifi==2023.5.7 ; python_version >= "3.8" and python_version < "3.11"
+catalogue==2.0.9 ; python_version >= "3.8" and python_version < "3.11"
+certifi==2023.7.22 ; python_version >= "3.8" and python_version < "3.11"
 cffi==1.15.1 ; python_version >= "3.8" and python_version < "3.11"
-charset-normalizer==3.1.0 ; python_version >= "3.8" and python_version < "3.11"
-click==8.1.3 ; python_version >= "3.8" and python_version < "3.11"
+cfgv==3.3.1 ; python_version >= "3.8" and python_version < "3.11"
+charset-normalizer==3.2.0 ; python_version >= "3.8" and python_version < "3.11"
+click==8.1.6 ; python_version >= "3.8" and python_version < "3.11"
 colorama==0.4.6 ; python_version >= "3.8" and python_version < "3.11" and sys_platform == "win32" or python_version >= "3.8" and python_version < "3.11" and platform_system == "Windows"
-comm==0.1.3 ; python_version >= "3.8" and python_version < "3.11"
-confection==0.0.4 ; python_version >= "3.8" and python_version < "3.11"
+comm==0.1.4 ; python_version >= "3.8" and python_version < "3.11"
+confection==0.1.1 ; python_version >= "3.8" and python_version < "3.11"
 contourpy==1.1.0 ; python_version >= "3.8" and python_version < "3.11"
 coverage[toml]==7.2.7 ; python_version >= "3.8" and python_version < "3.11"
 cycler==0.11.0 ; python_version >= "3.8" and python_version < "3.11"
 cymem==2.0.7 ; python_version >= "3.8" and python_version < "3.11"
-debugpy==1.6.7 ; python_version >= "3.8" and python_version < "3.11"
+debugpy==1.6.7.post1 ; python_version >= "3.8" and python_version < "3.11"
 decorator==5.1.1 ; python_version >= "3.8" and python_version < "3.11"
 defusedxml==0.7.1 ; python_version >= "3.8" and python_version < "3.11"
-exceptiongroup==1.1.1 ; python_version >= "3.8" and python_version < "3.11"
+distlib==0.3.7 ; python_version >= "3.8" and python_version < "3.11"
+exceptiongroup==1.1.2 ; python_version >= "3.8" and python_version < "3.11"
 executing==1.2.0 ; python_version >= "3.8" and python_version < "3.11"
-fastapi==0.94.1 ; python_version >= "3.8" and python_version < "3.11"
-fastjsonschema==2.17.1 ; python_version >= "3.8" and python_version < "3.11"
+fastapi==0.101.0 ; python_version >= "3.8" and python_version < "3.11"
+fastjsonschema==2.18.0 ; python_version >= "3.8" and python_version < "3.11"
 filelock==3.12.2 ; python_version >= "3.8" and python_version < "3.11"
 flatbuffers==23.5.26 ; python_version >= "3.8" and python_version < "3.11"
-fonttools==4.40.0 ; python_version >= "3.8" and python_version < "3.11"
+fonttools==4.42.0 ; python_version >= "3.8" and python_version < "3.11"
 fqdn==1.5.1 ; python_version >= "3.8" and python_version < "3.11"
 fsspec==2023.6.0 ; python_version >= "3.8" and python_version < "3.11"
 gast==0.4.0 ; python_version >= "3.8" and python_version < "3.11"
 google-auth-oauthlib==1.0.0 ; python_version >= "3.8" and python_version < "3.11"
 google-auth==2.17.3 ; python_version >= "3.8" and python_version < "3.11"
 google-pasta==0.2.0 ; python_version >= "3.8" and python_version < "3.11"
-grpcio==1.54.2 ; python_version >= "3.8" and python_version < "3.11"
+grpcio==1.56.2 ; python_version >= "3.8" and python_version < "3.11"
 h11==0.14.0 ; python_version >= "3.8" and python_version < "3.11"
-h5py==3.8.0 ; python_version >= "3.8" and python_version < "3.11"
+h5py==3.9.0 ; python_version >= "3.8" and python_version < "3.11"
 httpcore==0.16.3 ; python_version >= "3.8" and python_version < "3.11"
 httpx==0.23.3 ; python_version >= "3.8" and python_version < "3.11"
-huggingface-hub==0.15.1 ; python_version >= "3.8" and python_version < "3.11"
+huggingface-hub==0.16.4 ; python_version >= "3.8" and python_version < "3.11"
+identify==2.5.26 ; python_version >= "3.8" and python_version < "3.11"
 idna==3.4 ; python_version >= "3.8" and python_version < "3.11"
-importlib-metadata==6.6.0 ; python_version >= "3.8" and python_version < "3.10"
-importlib-resources==5.12.0 ; python_version >= "3.8" and python_version < "3.10"
+importlib-metadata==6.8.0 ; python_version >= "3.8" and python_version < "3.10"
+importlib-resources==6.0.1 ; python_version >= "3.8" and python_version < "3.10"
 iniconfig==2.0.0 ; python_version >= "3.8" and python_version < "3.11"
-ipykernel==6.23.2 ; python_version >= "3.8" and python_version < "3.11"
+ipykernel==6.25.1 ; python_version >= "3.8" and python_version < "3.11"
 ipython-genutils==0.2.0 ; python_version >= "3.8" and python_version < "3.11"
 ipython==8.12.2 ; python_version >= "3.8" and python_version < "3.11"
-ipywidgets==8.0.6 ; python_version >= "3.8" and python_version < "3.11"
+ipywidgets==8.1.0 ; python_version >= "3.8" and python_version < "3.11"
 isoduration==20.11.0 ; python_version >= "3.8" and python_version < "3.11"
-jax==0.4.12 ; python_version >= "3.8" and python_version < "3.11"
-jedi==0.18.2 ; python_version >= "3.8" and python_version < "3.11"
+jax==0.4.13 ; python_version >= "3.8" and python_version < "3.11"
+jedi==0.19.0 ; python_version >= "3.8" and python_version < "3.11"
 jinja2==3.1.2 ; python_version >= "3.8" and python_version < "3.11"
-joblib==1.2.0 ; python_version >= "3.8" and python_version < "3.11"
-jsonpointer==2.3 ; python_version >= "3.8" and python_version < "3.11"
-jsonschema==4.17.3 ; python_version >= "3.8" and python_version < "3.11"
-jsonschema[format-nongpl]==4.17.3 ; python_version >= "3.8" and python_version < "3.11"
-jupyter-client==8.2.0 ; python_version >= "3.8" and python_version < "3.11"
+joblib==1.3.2 ; python_version >= "3.8" and python_version < "3.11"
+json5==0.9.14 ; python_version >= "3.8" and python_version < "3.11"
+jsonpointer==2.4 ; python_version >= "3.8" and python_version < "3.11"
+jsonschema-specifications==2023.7.1 ; python_version >= "3.8" and python_version < "3.11"
+jsonschema==4.19.0 ; python_version >= "3.8" and python_version < "3.11"
+jsonschema[format-nongpl]==4.19.0 ; python_version >= "3.8" and python_version < "3.11"
+jupyter-client==8.3.0 ; python_version >= "3.8" and python_version < "3.11"
 jupyter-console==6.6.3 ; python_version >= "3.8" and python_version < "3.11"
 jupyter-core==5.3.1 ; python_version >= "3.8" and python_version < "3.11"
-jupyter-events==0.6.3 ; python_version >= "3.8" and python_version < "3.11"
+jupyter-events==0.7.0 ; python_version >= "3.8" and python_version < "3.11"
+jupyter-lsp==2.2.0 ; python_version >= "3.8" and python_version < "3.11"
 jupyter-server-terminals==0.4.4 ; python_version >= "3.8" and python_version < "3.11"
-jupyter-server==2.6.0 ; python_version >= "3.8" and python_version < "3.11"
+jupyter-server==2.7.0 ; python_version >= "3.8" and python_version < "3.11"
 jupyter==1.0.0 ; python_version >= "3.8" and python_version < "3.11"
 jupyterlab-pygments==0.2.2 ; python_version >= "3.8" and python_version < "3.11"
-jupyterlab-widgets==3.0.7 ; python_version >= "3.8" and python_version < "3.11"
+jupyterlab-server==2.24.0 ; python_version >= "3.8" and python_version < "3.11"
+jupyterlab-widgets==3.0.8 ; python_version >= "3.8" and python_version < "3.11"
+jupyterlab==4.0.4 ; python_version >= "3.8" and python_version < "3.11"
 keras==2.12.0 ; python_version >= "3.8" and python_version < "3.11"
 kiwisolver==1.4.4 ; python_version >= "3.8" and python_version < "3.11"
 langcodes==3.3.0 ; python_version >= "3.8" and python_version < "3.11"
-libclang==16.0.0 ; python_version >= "3.8" and python_version < "3.11"
-markdown==3.3.7 ; python_version >= "3.8" and python_version < "3.11"
+libclang==16.0.6 ; python_version >= "3.8" and python_version < "3.11"
+markdown==3.4.4 ; python_version >= "3.8" and python_version < "3.11"
 markupsafe==2.1.3 ; python_version >= "3.8" and python_version < "3.11"
 matplotlib-inline==0.1.6 ; python_version >= "3.8" and python_version < "3.11"
-matplotlib==3.7.1 ; python_version >= "3.8" and python_version < "3.11"
-mistune==2.0.5 ; python_version >= "3.8" and python_version < "3.11"
+matplotlib==3.7.2 ; python_version >= "3.8" and python_version < "3.11"
+mistune==3.0.1 ; python_version >= "3.8" and python_version < "3.11"
 ml-dtypes==0.2.0 ; python_version >= "3.8" and python_version < "3.11"
 murmurhash==1.0.9 ; python_version >= "3.8" and python_version < "3.11"
-nbclassic==1.0.0 ; python_version >= "3.8" and python_version < "3.11"
 nbclient==0.8.0 ; python_version >= "3.8" and python_version < "3.11"
-nbconvert==7.5.0 ; python_version >= "3.8" and python_version < "3.11"
-nbformat==5.9.0 ; python_version >= "3.8" and python_version < "3.11"
-nest-asyncio==1.5.6 ; python_version >= "3.8" and python_version < "3.11"
+nbconvert==7.7.3 ; python_version >= "3.8" and python_version < "3.11"
+nbformat==5.9.2 ; python_version >= "3.8" and python_version < "3.11"
+nest-asyncio==1.5.7 ; python_version >= "3.8" and python_version < "3.11"
+nodeenv==1.8.0 ; python_version >= "3.8" and python_version < "3.11"
 notebook-shim==0.2.3 ; python_version >= "3.8" and python_version < "3.11"
-notebook==6.5.4 ; python_version >= "3.8" and python_version < "3.11"
+notebook==7.0.2 ; python_version >= "3.8" and python_version < "3.11"
 numpy==1.23.5 ; python_version < "3.11" and python_version >= "3.8"
 oauthlib==3.2.2 ; python_version >= "3.8" and python_version < "3.11"
 opt-einsum==3.3.0 ; python_version >= "3.8" and python_version < "3.11"
-overrides==7.3.1 ; python_version >= "3.8" and python_version < "3.11"
+overrides==7.4.0 ; python_version >= "3.8" and python_version < "3.11"
 packaging==23.1 ; python_version >= "3.8" and python_version < "3.11"
 pandas==1.5.3 ; python_version >= "3.8" and python_version < "3.11"
 pandocfilters==1.5.0 ; python_version >= "3.8" and python_version < "3.11"
 parso==0.8.3 ; python_version >= "3.8" and python_version < "3.11"
-pathy==0.10.1 ; python_version >= "3.8" and python_version < "3.11"
+pathy==0.10.2 ; python_version >= "3.8" and python_version < "3.11"
 pexpect==4.8.0 ; python_version >= "3.8" and python_version < "3.11" and sys_platform != "win32"
 pickleshare==0.7.5 ; python_version >= "3.8" and python_version < "3.11"
-pillow==9.5.0 ; python_version >= "3.8" and python_version < "3.11"
+pillow==10.0.0 ; python_version >= "3.8" and python_version < "3.11"
 pkgutil-resolve-name==1.3.10 ; python_version >= "3.8" and python_version < "3.9"
-platformdirs==3.5.3 ; python_version >= "3.8" and python_version < "3.11"
-pluggy==1.0.0 ; python_version >= "3.8" and python_version < "3.11"
+platformdirs==3.10.0 ; python_version >= "3.8" and python_version < "3.11"
+pluggy==1.2.0 ; python_version >= "3.8" and python_version < "3.11"
+pre-commit==3.3.3 ; python_version >= "3.8" and python_version < "3.11"
 preshed==3.0.8 ; python_version >= "3.8" and python_version < "3.11"
-prometheus-client==0.17.0 ; python_version >= "3.8" and python_version < "3.11"
-prompt-toolkit==3.0.38 ; python_version >= "3.8" and python_version < "3.11"
-protobuf==4.23.3 ; python_version >= "3.8" and python_version < "3.11"
+prometheus-client==0.17.1 ; python_version >= "3.8" and python_version < "3.11"
+prompt-toolkit==3.0.39 ; python_version >= "3.8" and python_version < "3.11"
+protobuf==4.24.0 ; python_version >= "3.8" and python_version < "3.11"
 psutil==5.9.5 ; python_version >= "3.8" and python_version < "3.11"
-ptyprocess==0.7.0 ; python_version >= "3.8" and python_version < "3.11" and os_name != "nt" or python_version >= "3.8" and python_version < "3.11" and sys_platform != "win32"
+ptyprocess==0.7.0 ; python_version >= "3.8" and python_version < "3.11" and sys_platform != "win32" or python_version >= "3.8" and python_version < "3.11" and os_name != "nt"
 pure-eval==0.2.2 ; python_version >= "3.8" and python_version < "3.11"
 pyasn1-modules==0.3.0 ; python_version >= "3.8" and python_version < "3.11"
 pyasn1==0.5.0 ; python_version >= "3.8" and python_version < "3.11"
 pycparser==2.21 ; python_version >= "3.8" and python_version < "3.11"
-pydantic==1.10.9 ; python_version >= "3.8" and python_version < "3.11"
-pygments==2.15.1 ; python_version >= "3.8" and python_version < "3.11"
+pydantic==1.10.12 ; python_version >= "3.8" and python_version < "3.11"
+pygments==2.16.1 ; python_version >= "3.8" and python_version < "3.11"
 pyparsing==3.0.9 ; python_version >= "3.8" and python_version < "3.11"
-pyrsistent==0.19.3 ; python_version >= "3.8" and python_version < "3.11"
 pytest-cov==4.1.0 ; python_version >= "3.8" and python_version < "3.11"
-pytest-mock==3.10.0 ; python_version >= "3.8" and python_version < "3.11"
-pytest==7.3.2 ; python_version >= "3.8" and python_version < "3.11"
+pytest-mock==3.11.1 ; python_version >= "3.8" and python_version < "3.11"
+pytest==7.4.0 ; python_version >= "3.8" and python_version < "3.11"
 python-dateutil==2.8.2 ; python_version >= "3.8" and python_version < "3.11"
 python-json-logger==2.0.7 ; python_version >= "3.8" and python_version < "3.11"
 pytz==2023.3 ; python_version >= "3.8" and python_version < "3.11"
 pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.8" and python_version < "3.11"
-pywinpty==2.0.10 ; python_version >= "3.8" and python_version < "3.11" and os_name == "nt"
-pyyaml==6.0 ; python_version >= "3.8" and python_version < "3.11"
-pyzmq==25.1.0 ; python_version >= "3.8" and python_version < "3.11"
+pywinpty==2.0.11 ; python_version >= "3.8" and python_version < "3.11" and os_name == "nt"
+pyyaml==6.0.1 ; python_version >= "3.8" and python_version < "3.11"
+pyzmq==25.1.1 ; python_version >= "3.8" and python_version < "3.11"
 qtconsole==5.4.3 ; python_version >= "3.8" and python_version < "3.11"
 qtpy==2.3.1 ; python_version >= "3.8" and python_version < "3.11"
-regex==2023.6.3 ; python_version >= "3.8" and python_version < "3.11"
+referencing==0.30.2 ; python_version >= "3.8" and python_version < "3.11"
+regex==2023.8.8 ; python_version >= "3.8" and python_version < "3.11"
 requests-oauthlib==1.3.1 ; python_version >= "3.8" and python_version < "3.11"
 requests==2.31.0 ; python_version >= "3.8" and python_version < "3.11"
 rfc3339-validator==0.1.4 ; python_version >= "3.8" and python_version < "3.11"
 rfc3986-validator==0.1.1 ; python_version >= "3.8" and python_version < "3.11"
 rfc3986[idna2008]==1.5.0 ; python_version >= "3.8" and python_version < "3.11"
+rpds-py==0.9.2 ; python_version >= "3.8" and python_version < "3.11"
 rsa==4.9 ; python_version >= "3.8" and python_version < "3.11"
-safetensors==0.3.1 ; python_version >= "3.8" and python_version < "3.11"
+ruff==0.0.272 ; python_version >= "3.8" and python_version < "3.11"
+safetensors==0.3.2 ; python_version >= "3.8" and python_version < "3.11"
 scikit-learn==1.0.2 ; python_version >= "3.8" and python_version < "3.11"
 scipy==1.10.1 ; python_version >= "3.8" and python_version < "3.11"
 send2trash==1.8.2 ; python_version >= "3.8" and python_version < "3.11"
 setuptools-scm==7.1.0 ; python_version >= "3.8" and python_version < "3.11"
-setuptools==67.8.0 ; python_version >= "3.8" and python_version < "3.11"
+setuptools==68.0.0 ; python_version >= "3.8" and python_version < "3.11"
 six==1.16.0 ; python_version >= "3.8" and python_version < "3.11"
 smart-open==6.3.0 ; python_version >= "3.8" and python_version < "3.11"
 sniffio==1.3.0 ; python_version >= "3.8" and python_version < "3.11"
@@ -150,39 +163,40 @@ soupsieve==2.4.1 ; python_version >= "3.8" and python_version < "3.11"
 spacy-legacy==3.0.12 ; python_version >= "3.8" and python_version < "3.11"
 spacy-loggers==1.0.4 ; python_version >= "3.8" and python_version < "3.11"
 spacy==3.5.3 ; python_version >= "3.8" and python_version < "3.11"
-srsly==2.4.6 ; python_version >= "3.8" and python_version < "3.11"
+srsly==2.4.7 ; python_version >= "3.8" and python_version < "3.11"
 stack-data==0.6.2 ; python_version >= "3.8" and python_version < "3.11"
-starlette==0.26.1 ; python_version >= "3.8" and python_version < "3.11"
+starlette==0.27.0 ; python_version >= "3.8" and python_version < "3.11"
 tensorboard-data-server==0.7.1 ; python_version >= "3.8" and python_version < "3.11"
 tensorboard==2.12.3 ; python_version >= "3.8" and python_version < "3.11"
 tensorflow-estimator==2.12.0 ; python_version >= "3.8" and python_version < "3.11"
-tensorflow-io-gcs-filesystem==0.32.0 ; python_version >= "3.8" and python_version < "3.11" and platform_machine != "arm64" or python_version >= "3.8" and python_version < "3.11" and platform_system != "Darwin"
+tensorflow-io-gcs-filesystem==0.33.0 ; python_version >= "3.8" and python_version < "3.11" and platform_machine != "arm64" or python_version >= "3.8" and python_version < "3.11" and platform_system != "Darwin"
 tensorflow==2.12.0 ; python_version >= "3.8" and python_version < "3.11"
 termcolor==2.3.0 ; python_version >= "3.8" and python_version < "3.11"
 terminado==0.17.1 ; python_version >= "3.8" and python_version < "3.11"
-thinc==8.1.10 ; python_version >= "3.8" and python_version < "3.11"
-threadpoolctl==3.1.0 ; python_version >= "3.8" and python_version < "3.11"
+thinc==8.1.11 ; python_version >= "3.8" and python_version < "3.11"
+threadpoolctl==3.2.0 ; python_version >= "3.8" and python_version < "3.11"
 tinycss2==1.2.1 ; python_version >= "3.8" and python_version < "3.11"
 tokenizers==0.13.3 ; python_version >= "3.8" and python_version < "3.11"
 tomli==2.0.1 ; python_version >= "3.8" and python_version < "3.11"
 tornado==6.3.2 ; python_version >= "3.8" and python_version < "3.11"
-tqdm==4.65.0 ; python_version >= "3.8" and python_version < "3.11"
+tqdm==4.66.0 ; python_version >= "3.8" and python_version < "3.11"
 traitlets==5.9.0 ; python_version >= "3.8" and python_version < "3.11"
-transformers==4.30.2 ; python_version >= "3.8" and python_version < "3.11"
+transformers==4.31.0 ; python_version >= "3.8" and python_version < "3.11"
 typer==0.7.0 ; python_version >= "3.8" and python_version < "3.11"
-typing-extensions==4.6.3 ; python_version >= "3.8" and python_version < "3.11"
-uri-template==1.2.0 ; python_version >= "3.8" and python_version < "3.11"
-urllib3==2.0.3 ; python_version >= "3.8" and python_version < "3.11"
+typing-extensions==4.7.1 ; python_version >= "3.8" and python_version < "3.11"
+uri-template==1.3.0 ; python_version >= "3.8" and python_version < "3.11"
+urllib3==2.0.4 ; python_version >= "3.8" and python_version < "3.11"
 uvicorn==0.20.0 ; python_version >= "3.8" and python_version < "3.11"
+virtualenv==20.24.2 ; python_version >= "3.8" and python_version < "3.11"
 wasabi==1.1.2 ; python_version >= "3.8" and python_version < "3.11"
 wcwidth==0.2.6 ; python_version >= "3.8" and python_version < "3.11"
 webcolors==1.13 ; python_version >= "3.8" and python_version < "3.11"
 webencodings==0.5.1 ; python_version >= "3.8" and python_version < "3.11"
-websocket-client==1.5.3 ; python_version >= "3.8" and python_version < "3.11"
+websocket-client==1.6.1 ; python_version >= "3.8" and python_version < "3.11"
 werkzeug==2.3.6 ; python_version >= "3.8" and python_version < "3.11"
-wheel==0.40.0 ; python_version >= "3.8" and python_version < "3.11"
-widgetsnbextension==4.0.7 ; python_version >= "3.8" and python_version < "3.11"
+wheel==0.41.1 ; python_version >= "3.8" and python_version < "3.11"
+widgetsnbextension==4.0.8 ; python_version >= "3.8" and python_version < "3.11"
 wrapt==1.14.1 ; python_version >= "3.8" and python_version < "3.11"
-xgboost==1.7.5 ; python_version >= "3.8" and python_version < "3.11"
-zipp==3.15.0 ; python_version >= "3.8" and python_version < "3.10"
-pxtextmining==0.5.4
+xgboost==1.7.6 ; python_version >= "3.8" and python_version < "3.11"
+zipp==3.16.2 ; python_version >= "3.8" and python_version < "3.10"
+pxtextmining==0.5.5
diff --git a/coverage.xml b/coverage.xml
index ff45b98..c27a0e1 100644
--- a/coverage.xml
+++ b/coverage.xml
@@ -1,11 +1,67 @@
 <?xml version="1.0" ?>
-<coverage version="7.2.5" timestamp="1690888559695" lines-valid="850" lines-covered="781" line-rate="0.9188" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
+<coverage version="7.2.5" timestamp="1691664915135" lines-valid="937" lines-covered="828" line-rate="0.8837" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
 	<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.2.5 -->
 	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
 	<sources>
 		<source>/home/yiwen-h/code/yiwen-h/pxtextmining/pxtextmining</source>
 	</sources>
 	<packages>
+		<package name="." line-rate="0.766" branch-rate="0" complexity="0">
+			<classes>
+				<class name="docker_run.py" filename="docker_run.py" complexity="0" line-rate="0.766" branch-rate="0">
+					<methods/>
+					<lines>
+						<line number="1" hits="1"/>
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+						<line number="100" hits="0"/>
+						<line number="101" hits="0"/>
+					</lines>
+				</class>
+			</classes>
+		</package>
 		<package name="api" line-rate="0.9111" branch-rate="0" complexity="0">
 			<classes>
 				<class name="api.py" filename="api/api.py" complexity="0" line-rate="0.9111" branch-rate="0">
@@ -105,7 +161,7 @@
 				</class>
 			</classes>
 		</package>
-		<package name="pxtextmining.factories" line-rate="0.904" branch-rate="0" complexity="0">
+		<package name="pxtextmining.factories" line-rate="0.8644" branch-rate="0" complexity="0">
 			<classes>
 				<class name="factory_data_load_and_split.py" filename="pxtextmining/factories/factory_data_load_and_split.py" complexity="0" line-rate="0.9421" branch-rate="0">
 					<methods/>
@@ -233,7 +289,7 @@
 						<line number="294" hits="1"/>
 					</lines>
 				</class>
-				<class name="factory_model_performance.py" filename="pxtextmining/factories/factory_model_performance.py" complexity="0" line-rate="0.9765" branch-rate="0">
+				<class name="factory_model_performance.py" filename="pxtextmining/factories/factory_model_performance.py" complexity="0" line-rate="0.7768" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -274,53 +330,80 @@
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+						<line number="290" hits="0"/>
+						<line number="291" hits="0"/>
 					</lines>
 				</class>
 				<class name="factory_pipeline.py" filename="pxtextmining/factories/factory_pipeline.py" complexity="0" line-rate="0.9294" branch-rate="0">
@@ -498,7 +581,7 @@
 						<line number="473" hits="0"/>
 					</lines>
 				</class>
-				<class name="factory_predict_unlabelled_text.py" filename="pxtextmining/factories/factory_predict_unlabelled_text.py" complexity="0" line-rate="0.8284" branch-rate="0">
+				<class name="factory_predict_unlabelled_text.py" filename="pxtextmining/factories/factory_predict_unlabelled_text.py" complexity="0" line-rate="0.8352" branch-rate="0">
 					<methods/>
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@@ -539,64 +622,63 @@
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-						<line number="27" hits="1"/>
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+						<line number="8" hits="1"/>
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+						<line number="28" hits="1"/>
 						<line number="29" hits="1"/>
 						<line number="30" hits="1"/>
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-						<line number="34" hits="0"/>
-						<line number="36" hits="1"/>
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-						<line number="38" hits="1"/>
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+						<line number="33" hits="1"/>
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+						<line number="37" hits="0"/>
 						<line number="39" hits="1"/>
+						<line number="40" hits="1"/>
+						<line number="41" hits="1"/>
 						<line number="42" hits="1"/>
-						<line number="57" hits="1"/>
-						<line number="60" hits="1"/>
-						<line number="61" hits="1"/>
-						<line number="62" hits="1"/>
+						<line number="45" hits="1"/>
+						<line number="67" hits="1"/>
 						<line number="70" hits="1"/>
-						<line number="78" hits="1"/>
-						<line number="79" hits="1"/>
-						<line number="80" hits="1"/>
-						<line number="81" hits="1"/>
-						<line number="89" hits="1"/>
-						<line number="90" hits="1"/>
+						<line number="71" hits="1"/>
+						<line number="72" hits="1"/>
+						<line number="82" hits="1"/>
 						<line number="91" hits="1"/>
+						<line number="92" hits="1"/>
 						<line number="93" hits="1"/>
 						<line number="94" hits="1"/>
-						<line number="97" hits="1"/>
-						<line number="100" hits="1"/>
-						<line number="101" hits="1"/>
+						<line number="95" hits="1"/>
+						<line number="96" hits="1"/>
+						<line number="98" hits="1"/>
+						<line number="99" hits="1"/>
 						<line number="102" hits="1"/>
-						<line number="103" hits="1"/>
 						<line number="105" hits="1"/>
+						<line number="106" hits="1"/>
 						<line number="107" hits="1"/>
 						<line number="108" hits="1"/>
-						<line number="111" hits="1"/>
-						<line number="120" hits="0"/>
-						<line number="121" hits="0"/>
-						<line number="122" hits="0"/>
-						<line number="123" hits="0"/>
-						<line number="124" hits="0"/>
-						<line number="125" hits="0"/>
+						<line number="110" hits="1"/>
+						<line number="115" hits="1"/>
+						<line number="116" hits="1"/>
+						<line number="117" hits="1"/>
+						<line number="118" hits="0"/>
+						<line number="121" hits="1"/>
+						<line number="130" hits="0"/>
+						<line number="131" hits="0"/>
+						<line number="132" hits="0"/>
+						<line number="133" hits="0"/>
+						<line number="136" hits="0"/>
+						<line number="137" hits="0"/>
+						<line number="138" hits="0"/>
+						<line number="139" hits="0"/>
+						<line number="140" hits="0"/>
 					</lines>
 				</class>
 			</classes>
@@ -797,82 +891,82 @@
 						<line number="99" hits="1"/>
 						<line number="100" hits="1"/>
 						<line number="101" hits="1"/>
-						<line number="109" hits="1"/>
 						<line number="110" hits="1"/>
-						<line number="113" hits="1"/>
-						<line number="132" hits="1"/>
-						<line number="133" hits="1"/>
-						<line number="134" hits="1"/>
-						<line number="135" hits="1"/>
-						<line number="136" hits="1"/>
-						<line number="137" hits="1"/>
-						<line number="138" hits="1"/>
-						<line number="139" hits="1"/>
+						<line number="118" hits="1"/>
+						<line number="121" hits="1"/>
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+						<line number="141" hits="1"/>
+						<line number="142" hits="1"/>
+						<line number="143" hits="1"/>
+						<line number="144" hits="1"/>
 						<line number="145" hits="1"/>
-						<line number="148" hits="1"/>
-						<line number="158" hits="1"/>
-						<line number="159" hits="1"/>
-						<line number="160" hits="1"/>
+						<line number="146" hits="1"/>
+						<line number="147" hits="1"/>
+						<line number="153" hits="1"/>
+						<line number="156" hits="1"/>
+						<line number="166" hits="1"/>
+						<line number="167" hits="1"/>
 						<line number="168" hits="1"/>
-						<line number="169" hits="1"/>
-						<line number="172" hits="1"/>
+						<line number="177" hits="1"/>
+						<line number="185" hits="1"/>
 						<line number="188" hits="1"/>
-						<line number="189" hits="1"/>
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-						<line number="191" hits="1"/>
-						<line number="192" hits="1"/>
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-						<line number="194" hits="1"/>
-						<line number="195" hits="1"/>
-						<line number="196" hits="1"/>
-						<line number="203" hits="1"/>
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+						<line number="205" hits="1"/>
 						<line number="206" hits="1"/>
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 						<line number="209" hits="1"/>
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+						<line number="211" hits="1"/>
 						<line number="212" hits="1"/>
-						<line number="215" hits="1"/>
-						<line number="216" hits="1"/>
-						<line number="217" hits="1"/>
 						<line number="219" hits="1"/>
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-						<line number="274" hits="1"/>
-						<line number="275" hits="1"/>
+						<line number="222" hits="1"/>
+						<line number="225" hits="1"/>
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+						<line number="273" hits="1"/>
 						<line number="276" hits="1"/>
-						<line number="277" hits="1"/>
-						<line number="278" hits="1"/>
-						<line number="279" hits="1"/>
-						<line number="280" hits="1"/>
 						<line number="281" hits="1"/>
-						<line number="293" hits="1"/>
-						<line number="295" hits="1"/>
-						<line number="296" hits="1"/>
-						<line number="297" hits="1"/>
+						<line number="282" hits="1"/>
+						<line number="283" hits="1"/>
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 						<line number="298" hits="1"/>
 						<line number="299" hits="1"/>
 						<line number="300" hits="1"/>
 						<line number="301" hits="1"/>
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-						<line number="313" hits="1"/>
-						<line number="314" hits="1"/>
-						<line number="315" hits="1"/>
-						<line number="316" hits="1"/>
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+						<line number="303" hits="1"/>
+						<line number="304" hits="1"/>
+						<line number="305" hits="1"/>
 						<line number="317" hits="1"/>
-						<line number="318" hits="1"/>
 						<line number="319" hits="1"/>
 						<line number="320" hits="1"/>
-						<line number="332" hits="1"/>
+						<line number="321" hits="1"/>
+						<line number="322" hits="1"/>
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+						<line number="324" hits="1"/>
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+						<line number="343" hits="1"/>
+						<line number="344" hits="1"/>
+						<line number="356" hits="1"/>
 					</lines>
 				</class>
 				<class name="sentiment_pipeline.py" filename="pxtextmining/pipelines/sentiment_pipeline.py" complexity="0" line-rate="1" branch-rate="0">
diff --git a/poetry.lock b/poetry.lock
index e7dd46d..b503a9e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -8,7 +8,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "dev"
 optional = false
@@ -20,7 +20,7 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
@@ -100,6 +100,17 @@ python-versions = "*"
 six = ">=1.6.1,<2.0"
 wheel = ">=0.23.0,<1.0"
 
+[[package]]
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -115,6 +126,17 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "babel"
+version = "2.12.1"
+description = "Internationalization utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
+
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -155,14 +177,17 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 
 [[package]]
 name = "blis"
-version = "0.7.9"
+version = "0.7.10"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-numpy = ">=1.15.0"
+numpy = [
+    {version = ">=1.15.0", markers = "python_version < \"3.9\""},
+    {version = ">=1.19.0", markers = "python_version >= \"3.9\""},
+]
 
 [[package]]
 name = "cachetools"
@@ -174,7 +199,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "catalogue"
-version = "2.0.8"
+version = "2.0.9"
 description = "Super lightweight function registries for your library"
 category = "main"
 optional = false
@@ -182,7 +207,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -209,7 +234,7 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
@@ -217,7 +242,7 @@ python-versions = ">=3.7.0"
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.6"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
@@ -236,14 +261,14 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7
 
 [[package]]
 name = "comm"
-version = "0.1.3"
+version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
 lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
@@ -252,14 +277,14 @@ typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "confection"
-version = "0.0.4"
+version = "0.1.1"
 description = "The sweetest config system for Python"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
@@ -312,7 +337,7 @@ python-versions = "*"
 
 [[package]]
 name = "debugpy"
-version = "1.6.7"
+version = "1.6.7.post1"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
@@ -336,7 +361,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "distlib"
-version = "0.3.6"
+version = "0.3.7"
 description = "Distribution utilities"
 category = "dev"
 optional = false
@@ -344,7 +369,7 @@ python-versions = "*"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.1.2"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
@@ -366,25 +391,23 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastapi"
-version = "0.94.1"
+version = "0.101.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
-starlette = ">=0.26.1,<0.27.0"
+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 = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.5.0"
 
 [package.extras]
-all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "python-multipart (>=0.0.5)", "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)"]
-dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>=0.12.0,<0.21.0)"]
-doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer-cli (>=0.0.13,<0.0.14)", "typer[all] (>=0.6.1,<0.8.0)"]
-test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.7)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.7.0.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "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)"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.17.1"
+version = "2.18.0"
 description = "Fastest Python implementation of JSON schema"
 category = "dev"
 optional = false
@@ -415,7 +438,7 @@ python-versions = "*"
 
 [[package]]
 name = "fonttools"
-version = "4.40.0"
+version = "4.42.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -546,25 +569,25 @@ six = "*"
 
 [[package]]
 name = "griffe"
-version = "0.29.0"
+version = "0.32.3"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 colorama = ">=0.4"
 
 [[package]]
 name = "grpcio"
-version = "1.54.2"
+version = "1.56.2"
 description = "HTTP/2-based RPC framework"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.54.2)"]
+protobuf = ["grpcio-tools (>=1.56.2)"]
 
 [[package]]
 name = "h11"
@@ -576,14 +599,14 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "h5py"
-version = "3.8.0"
+version = "3.9.0"
 description = "Read and write HDF5 files from Python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.17.3"
 
 [[package]]
 name = "httpcore"
@@ -625,7 +648,7 @@ socks = ["socksio (>=1.0.0,<2.0.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.15.1"
+version = "0.16.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 category = "main"
 optional = false
@@ -641,23 +664,24 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+inference = ["aiohttp", "pydantic"]
 quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "gradio", "jedi", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 
 [[package]]
 name = "identify"
-version = "2.5.24"
+version = "2.5.26"
 description = "File identification library for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
 license = ["ukkonen"]
@@ -672,11 +696,11 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "6.6.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -684,22 +708,22 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.0.1"
 description = "Read resources from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
 name = "iniconfig"
@@ -711,7 +735,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "ipykernel"
-version = "6.23.2"
+version = "6.25.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
@@ -785,14 +809,14 @@ python-versions = "*"
 
 [[package]]
 name = "ipywidgets"
-version = "8.0.6"
+version = "8.1.0"
 description = "Jupyter interactive widgets"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-ipykernel = ">=4.5.1"
+comm = ">=0.1.3"
 ipython = ">=6.1.0"
 jupyterlab-widgets = ">=3.0.7,<3.1.0"
 traitlets = ">=4.3.1"
@@ -814,7 +838,7 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jax"
-version = "0.4.12"
+version = "0.4.13"
 description = "Differentiate, compile, and transform Numpy code."
 category = "main"
 optional = false
@@ -829,32 +853,31 @@ scipy = ">=1.7"
 
 [package.extras]
 australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.11)"]
-cpu = ["jaxlib (==0.4.12)"]
-cuda = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-cudnn82 = ["jaxlib (==0.4.12+cuda11.cudnn82)"]
-cuda11-cudnn86 = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-local = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-pip = ["jaxlib (==0.4.12+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
-cuda12-local = ["jaxlib (==0.4.12+cuda12.cudnn88)"]
-cuda12-pip = ["jaxlib (==0.4.12+cuda12.cudnn88)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
+ci = ["jaxlib (==0.4.12)"]
+cpu = ["jaxlib (==0.4.13)"]
+cuda = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-cudnn86 = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-local = ["jaxlib (==0.4.13+cuda11.cudnn86)"]
+cuda11-pip = ["jaxlib (==0.4.13+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
+cuda12-local = ["jaxlib (==0.4.13+cuda12.cudnn89)"]
+cuda12-pip = ["jaxlib (==0.4.13+cuda12.cudnn89)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
 minimum-jaxlib = ["jaxlib (==0.4.11)"]
-tpu = ["jaxlib (==0.4.12)", "libtpu-nightly (==0.1.dev20230608)"]
+tpu = ["jaxlib (==0.4.13)", "libtpu-nightly (==0.1.dev20230622)"]
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
@@ -873,39 +896,52 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "json5"
+version = "0.9.14"
+description = "A Python implementation of the JSON5 data format."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+dev = ["hypothesis"]
+
 [[package]]
 name = "jsonpointer"
-version = "2.3"
+version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-attrs = ">=17.4.0"
+attrs = ">=22.2.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
+jsonschema-specifications = ">=2023.03.6"
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -913,6 +949,18 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-n
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.28.0"
+
 [[package]]
 name = "jupyter"
 version = "1.0.0"
@@ -931,7 +979,7 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.2.0"
+version = "8.3.0"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
@@ -989,16 +1037,17 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.6.3"
+version = "0.7.0"
 description = "Jupyter Event System library"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
+referencing = "*"
 rfc3339-validator = "*"
 rfc3986-validator = ">=0.1.1"
 traitlets = ">=5.3"
@@ -1006,11 +1055,23 @@ traitlets = ">=5.3"
 [package.extras]
 cli = ["click", "rich"]
 docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
+
+[[package]]
+name = "jupyter-lsp"
+version = "2.2.0"
+description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.6.0"
+version = "2.7.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
@@ -1039,7 +1100,7 @@ websocket-client = "*"
 
 [package.extras]
 docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-terminals"
@@ -1057,6 +1118,36 @@ terminado = ">=0.8.3"
 docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
 test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
 
+[[package]]
+name = "jupyterlab"
+version = "4.0.4"
+description = "JupyterLab computational environment"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+async-lru = ">=1.0.0"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""}
+ipykernel = "*"
+jinja2 = ">=3.0.3"
+jupyter-core = "*"
+jupyter-lsp = ">=2.0.0"
+jupyter-server = ">=2.4.0,<3"
+jupyterlab-server = ">=2.19.0,<3"
+notebook-shim = ">=0.2"
+packaging = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
+tornado = ">=6.2.0"
+traitlets = "*"
+
+[package.extras]
+dev = ["black[jupyter] (==23.3.0)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.271)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "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"]
+
 [[package]]
 name = "jupyterlab-pygments"
 version = "0.2.2"
@@ -1065,9 +1156,32 @@ category = "dev"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "jupyterlab-server"
+version = "2.24.0"
+description = "A set of server components for JupyterLab and JupyterLab like applications."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+babel = ">=2.10"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jinja2 = ">=3.0.3"
+json5 = ">=0.9.0"
+jsonschema = ">=4.17.3"
+jupyter-server = ">=1.21,<3"
+packaging = ">=21.3"
+requests = ">=2.28"
+
+[package.extras]
+docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
+openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.7"
+version = "3.0.8"
 description = "Jupyter interactive widgets for JupyterLab"
 category = "dev"
 optional = false
@@ -1102,7 +1216,7 @@ data = ["language-data (>=1.1,<2.0)"]
 
 [[package]]
 name = "libclang"
-version = "16.0.0"
+version = "16.0.6"
 description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier."
 category = "main"
 optional = false
@@ -1110,16 +1224,17 @@ python-versions = "*"
 
 [[package]]
 name = "markdown"
-version = "3.3.7"
-description = "Python implementation of Markdown."
+version = "3.4.4"
+description = "Python implementation of John Gruber's Markdown."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
@@ -1132,7 +1247,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.7.1"
+version = "3.7.2"
 description = "Python plotting package"
 category = "main"
 optional = false
@@ -1147,7 +1262,7 @@ kiwisolver = ">=1.0.1"
 numpy = ">=1.20"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.3.1"
+pyparsing = ">=2.3.1,<3.1"
 python-dateutil = ">=2.7"
 setuptools_scm = ">=7"
 
@@ -1172,15 +1287,15 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "mistune"
-version = "2.0.5"
-description = "A sane Markdown parser with useful plugins and renderers"
+version = "3.0.1"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "mkdocs"
-version = "1.4.3"
+version = "1.5.2"
 description = "Project documentation with Markdown."
 category = "dev"
 optional = false
@@ -1192,24 +1307,27 @@ colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
 importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1,<3.4"
+markdown = ">=3.2.1"
+markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
 packaging = ">=20.5"
+pathspec = ">=0.11.1"
+platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "0.4.1"
+version = "0.5.0"
 description = "Automatically link across pages in MkDocs."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 Markdown = ">=3.3"
@@ -1273,38 +1391,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "nbclassic"
-version = "1.0.0"
-description = "Jupyter Notebook as a Jupyter Server extension."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.2.3"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-jupyter", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
-
 [[package]]
 name = "nbclient"
 version = "0.8.0"
@@ -1326,11 +1412,11 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.5.0"
+version = "7.7.3"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 beautifulsoup4 = "*"
@@ -1341,7 +1427,7 @@ jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
 jupyterlab-pygments = "*"
 markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
+mistune = ">=2.0.3,<4"
 nbclient = ">=0.5.0"
 nbformat = ">=5.7"
 packaging = "*"
@@ -1356,12 +1442,12 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.0"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
@@ -1379,7 +1465,7 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
@@ -1398,34 +1484,24 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "6.5.4"
-description = "A web-based notebook environment for interactive computing"
+version = "7.0.2"
+description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbclassic = ">=0.4.7"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+importlib-resources = {version = ">=5.0", markers = "python_version < \"3.9\""}
+jupyter-server = ">=2.4.0,<3"
+jupyterlab = ">=4.0.2,<5"
+jupyterlab-server = ">=2.22.1,<3"
+notebook-shim = ">=0.2,<0.3"
+tornado = ">=6.2.0"
 
 [package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
+dev = ["hatch", "pre-commit"]
+docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -1479,7 +1555,7 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
 name = "overrides"
-version = "7.3.1"
+version = "7.4.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
 category = "dev"
 optional = false
@@ -1532,9 +1608,17 @@ python-versions = ">=3.6"
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
 testing = ["docopt", "pytest (<6.0.0)"]
 
+[[package]]
+name = "pathspec"
+version = "0.11.2"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "pathy"
-version = "0.10.1"
+version = "0.10.2"
 description = "pathlib.Path subclasses for local and cloud bucket storage"
 category = "main"
 optional = false
@@ -1572,11 +1656,11 @@ python-versions = "*"
 
 [[package]]
 name = "pillow"
-version = "9.5.0"
+version = "10.0.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
@@ -1592,23 +1676,23 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "platformdirs"
-version = "3.5.3"
+version = "3.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -1643,7 +1727,7 @@ murmurhash = ">=0.28.0,<1.1.0"
 
 [[package]]
 name = "prometheus-client"
-version = "0.17.0"
+version = "0.17.1"
 description = "Python client for the Prometheus monitoring system."
 category = "dev"
 optional = false
@@ -1654,7 +1738,7 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.38"
+version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
@@ -1665,7 +1749,7 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "4.23.3"
+version = "4.24.0"
 description = ""
 category = "main"
 optional = false
@@ -1730,7 +1814,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pydantic"
-version = "1.10.9"
+version = "1.10.12"
 description = "Data validation and settings management using python type hints"
 category = "main"
 optional = false
@@ -1745,7 +1829,7 @@ email = ["email-validator (>=1.0.3)"]
 
 [[package]]
 name = "pygments"
-version = "2.15.1"
+version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
@@ -1756,7 +1840,7 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.0.1"
+version = "10.1"
 description = "Extension pack for Python Markdown."
 category = "dev"
 optional = false
@@ -1777,17 +1861,9 @@ python-versions = ">=3.6.8"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyrsistent"
-version = "0.19.3"
-description = "Persistent/Functional/Immutable data structures"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "pytest"
-version = "7.3.2"
+version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
@@ -1821,7 +1897,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
 [[package]]
 name = "pytest-mock"
-version = "3.10.0"
+version = "3.11.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 category = "dev"
 optional = false
@@ -1870,15 +1946,15 @@ python-versions = "*"
 
 [[package]]
 name = "pywinpty"
-version = "2.0.10"
+version = "2.0.11"
 description = "Pseudo terminal support for Windows from Python."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [[package]]
 name = "pyyaml"
-version = "6.0"
+version = "6.0.1"
 description = "YAML parser and emitter for Python"
 category = "main"
 optional = false
@@ -1897,7 +1973,7 @@ pyyaml = "*"
 
 [[package]]
 name = "pyzmq"
-version = "25.1.0"
+version = "25.1.1"
 description = "Python bindings for 0MQ"
 category = "dev"
 optional = false
@@ -1943,9 +2019,21 @@ packaging = "*"
 [package.extras]
 test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
+[[package]]
+name = "referencing"
+version = "0.30.2"
+description = "JSON Referencing + Python"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "regex"
-version = "2023.6.3"
+version = "2023.8.8"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
@@ -2017,6 +2105,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "rpds-py"
+version = "0.9.2"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -2038,18 +2134,19 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "safetensors"
-version = "0.3.1"
+version = "0.3.2"
 description = "Fast and Safe Tensor serialization"
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.extras]
-all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
-dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
+all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
+dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
 jax = ["flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)"]
 numpy = ["numpy (>=1.21.6)"]
 paddlepaddle = ["paddlepaddle (>=2.4.1)"]
+pinned-tf = ["tensorflow (==2.11.0)"]
 quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
 tensorflow = ["tensorflow (>=2.11.0)"]
 testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "numpy (>=1.21.6)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)"]
@@ -2106,7 +2203,7 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "67.8.0"
+version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
@@ -2252,7 +2349,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "srsly"
-version = "2.4.6"
+version = "2.4.7"
 description = "Modern high-performance serialization utilities for Python"
 category = "main"
 optional = false
@@ -2279,7 +2376,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.26.1"
+version = "0.27.0"
 description = "The little ASGI library that shines."
 category = "dev"
 optional = false
@@ -2364,18 +2461,18 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tensorflow-io-gcs-filesystem"
-version = "0.32.0"
+version = "0.33.0"
 description = "TensorFlow IO"
 category = "main"
 optional = false
 python-versions = ">=3.7, <3.12"
 
 [package.extras]
-tensorflow = ["tensorflow (>=2.12.0,<2.13.0)"]
-tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.12.0,<2.13.0)"]
-tensorflow-cpu = ["tensorflow-cpu (>=2.12.0,<2.13.0)"]
-tensorflow-gpu = ["tensorflow-gpu (>=2.12.0,<2.13.0)"]
-tensorflow-rocm = ["tensorflow-rocm (>=2.12.0,<2.13.0)"]
+tensorflow = ["tensorflow (>=2.13.0,<2.14.0)"]
+tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.13.0,<2.14.0)"]
+tensorflow-cpu = ["tensorflow-cpu (>=2.13.0,<2.14.0)"]
+tensorflow-gpu = ["tensorflow-gpu (>=2.13.0,<2.14.0)"]
+tensorflow-rocm = ["tensorflow-rocm (>=2.13.0,<2.14.0)"]
 
 [[package]]
 name = "termcolor"
@@ -2407,7 +2504,7 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 
 [[package]]
 name = "thinc"
-version = "8.1.10"
+version = "8.1.11"
 description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
 category = "main"
 optional = false
@@ -2419,10 +2516,13 @@ catalogue = ">=2.0.4,<2.1.0"
 confection = ">=0.0.1,<1.0.0"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=1.0.2,<1.1.0"
-numpy = ">=1.15.0"
+numpy = [
+    {version = ">=1.15.0", markers = "python_version < \"3.9\""},
+    {version = ">=1.19.0", markers = "python_version >= \"3.9\""},
+]
 packaging = ">=20.0"
 preshed = ">=3.0.2,<3.1.0"
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 setuptools = "*"
 srsly = ">=2.4.0,<3.0.0"
 wasabi = ">=0.8.1,<1.2.0"
@@ -2453,11 +2553,11 @@ torch = ["torch (>=1.6.0)"]
 
 [[package]]
 name = "threadpoolctl"
-version = "3.1.0"
+version = "3.2.0"
 description = "threadpoolctl"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 
 [[package]]
 name = "tinycss2"
@@ -2505,7 +2605,7 @@ python-versions = ">= 3.8"
 
 [[package]]
 name = "tqdm"
-version = "4.65.0"
+version = "4.66.0"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
@@ -2515,7 +2615,7 @@ python-versions = ">=3.7"
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -2534,11 +2634,11 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "transformers"
-version = "4.30.2"
+version = "4.31.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 
 [package.dependencies]
 filelock = "*"
@@ -2553,20 +2653,20 @@ tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.14"
 tqdm = ">=4.27"
 
 [package.extras]
-accelerate = ["accelerate (>=0.20.2)"]
-agents = ["Pillow", "accelerate (>=0.20.2)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.9,!=1.12.0)"]
-all = ["Pillow", "accelerate (>=0.20.2)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.6.9)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf (<=3.20.3)", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
+accelerate = ["accelerate (>=0.20.3)"]
+agents = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.9,!=1.12.0)"]
+all = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
-deepspeed = ["accelerate (>=0.20.2)", "deepspeed (>=0.8.3)"]
-deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.20.2)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.8.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf (<=3.20.3)", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "timeout-decorator"]
-dev = ["GitPython (<3.1.19)", "Pillow", "accelerate (>=0.20.2)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.6.9)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf (<=3.20.3)", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf (<=3.20.3)", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "urllib3 (<2.0.0)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow", "accelerate (>=0.20.2)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf (<=3.20.3)", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-docs = ["Pillow", "accelerate (>=0.20.2)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.6.9)", "hf-doc-builder", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf (<=3.20.3)", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
+deepspeed = ["accelerate (>=0.20.3)", "deepspeed (>=0.9.3)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "timeout-decorator"]
+dev = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
 fairscale = ["fairscale (>0.3)"]
-flax = ["flax (>=0.4.1,<=0.6.9)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "optax (>=0.0.8,<=0.1.4)"]
+flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
 integrations = ["optuna", "ray[tune]", "sigopt"]
@@ -2580,23 +2680,23 @@ quality = ["GitPython (<3.1.19)", "black (>=23.1,<24.0)", "datasets (!=2.5.0)",
 ray = ["ray[tune]"]
 retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
 sagemaker = ["sagemaker (>=2.31.0)"]
-sentencepiece = ["protobuf (<=3.20.3)", "sentencepiece (>=0.1.91,!=0.1.92)"]
-serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
+sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
+serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf (<=3.20.3)", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
-tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx"]
-tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.4,<2.13)", "tensorflow-text (<2.13)", "tf2onnx"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
+tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx"]
+tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
 tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
-torch = ["accelerate (>=0.20.2)", "torch (>=1.9,!=1.12.0)"]
+torch = ["accelerate (>=0.20.3)", "torch (>=1.9,!=1.12.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-torch-vision = ["Pillow", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.3)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
+torch-vision = ["Pillow (<10.0.0)", "torchvision"]
+torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
-vision = ["Pillow"]
+vision = ["Pillow (<10.0.0)"]
 
 [[package]]
 name = "typer"
@@ -2617,7 +2717,7 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
+version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -2625,18 +2725,18 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "uri-template"
-version = "1.2.0"
+version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "mypy", "pep8-naming"]
+dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
 
 [[package]]
 name = "urllib3"
-version = "2.0.3"
+version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@@ -2665,20 +2765,20 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "20.23.0"
+version = "20.24.2"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-distlib = ">=0.3.6,<1"
-filelock = ">=3.11,<4"
-platformdirs = ">=3.2,<4"
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<4"
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
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 name = "wasabi"
@@ -2732,7 +2832,7 @@ python-versions = "*"
 
 [[package]]
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-version = "1.5.3"
+version = "1.6.1"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
@@ -2759,18 +2859,18 @@ watchdog = ["watchdog (>=2.3)"]
 
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-version = "0.40.0"
+version = "0.41.1"
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 [package.extras]
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 [[package]]
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@@ -2806,20 +2906,20 @@ scikit-learn = ["scikit-learn"]
 
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 transformers = [
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 typer = [
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 typing-extensions = [
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 uri-template = [
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+    {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
+    {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
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 urllib3 = [
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+    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
+    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
 ]
 uvicorn = [
     {file = "uvicorn-0.20.0-py3-none-any.whl", hash = "sha256:c3ed1598a5668208723f2bb49336f4509424ad198d6ab2615b7783db58d919fd"},
     {file = "uvicorn-0.20.0.tar.gz", hash = "sha256:a4e12017b940247f836bc90b72e725d7dfd0c8ed1c51eb365f5ba30d9f5127d8"},
 ]
 virtualenv = [
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-    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+    {file = "virtualenv-20.24.2-py3-none-any.whl", hash = "sha256:43a3052be36080548bdee0b42919c88072037d50d56c28bd3f853cbe92b953ff"},
+    {file = "virtualenv-20.24.2.tar.gz", hash = "sha256:fd8a78f46f6b99a67b7ec5cf73f92357891a7b3a40fd97637c27f854aae3b9e0"},
 ]
 wasabi = [
     {file = "wasabi-1.1.2-py3-none-any.whl", hash = "sha256:0a3f933c4bf0ed3f93071132c1b87549733256d6c8de6473c5f7ed2e171b5cf9"},
@@ -4937,20 +5143,20 @@ webencodings = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 websocket-client = [
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-    {file = "websocket_client-1.5.3-py3-none-any.whl", hash = "sha256:3566f8467cd350874c4913816355642a4942f6c1ed1e9406e3d42fae6d6c072a"},
+    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
+    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
 ]
 werkzeug = [
     {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"},
     {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"},
 ]
 wheel = [
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-    {file = "wheel-0.40.0.tar.gz", hash = "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873"},
+    {file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
+    {file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
 ]
 widgetsnbextension = [
-    {file = "widgetsnbextension-4.0.7-py3-none-any.whl", hash = "sha256:be3228a73bbab189a16be2d4a3cd89ecbd4e31948bfdc64edac17dcdee3cd99c"},
-    {file = "widgetsnbextension-4.0.7.tar.gz", hash = "sha256:ea67c17a7cd4ae358f8f46c3b304c40698bc0423732e3f273321ee141232c8be"},
+    {file = "widgetsnbextension-4.0.8-py3-none-any.whl", hash = "sha256:2e37f0ce9da11651056280c7efe96f2db052fe8fc269508e3724f5cbd6c93018"},
+    {file = "widgetsnbextension-4.0.8.tar.gz", hash = "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"},
 ]
 wrapt = [
     {file = "wrapt-1.14.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:1b376b3f4896e7930f1f772ac4b064ac12598d1c38d04907e696cc4d794b43d3"},
@@ -5019,14 +5225,14 @@ wrapt = [
     {file = "wrapt-1.14.1.tar.gz", hash = "sha256:380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d"},
 ]
 xgboost = [
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-    {file = "xgboost-1.7.5-py3-none-macosx_12_0_arm64.whl", hash = "sha256:9eed5629c9008c36d65db6869defac31de635f766f215fc4b09b6a389c637f27"},
-    {file = "xgboost-1.7.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:af3227dbd839a8e2a215844a6276eae027d5f83a9cb501148dfcdb047a195411"},
-    {file = "xgboost-1.7.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:1d1dda6b84ea50a2ea1ed18390e93e275d57dc4cffd682014dc30ae5a116c92b"},
-    {file = "xgboost-1.7.5-py3-none-win_amd64.whl", hash = "sha256:ac17664ff24ea1c160a0d50aff521b654f0911f4684a88bbb46a074c46c9e3f1"},
-    {file = "xgboost-1.7.5.tar.gz", hash = "sha256:63474265a0194f27889c6fb54e5939ad21bcd5fcfaca7b6a89e143be42ed7ad1"},
+    {file = "xgboost-1.7.6-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:4c34675b4d2678c624ddde5d45361e7e16046923e362e4e609b88353e6b87124"},
+    {file = "xgboost-1.7.6-py3-none-macosx_12_0_arm64.whl", hash = "sha256:59b4b366d2cafc7f645e87d897983a5b59be02876194b1d213bd8d8b811d8ce8"},
+    {file = "xgboost-1.7.6-py3-none-manylinux2014_aarch64.whl", hash = "sha256:281c3c6f4fbed2d36bf95cd02a641afa95e72e9abde70064056da5e76233e8df"},
+    {file = "xgboost-1.7.6-py3-none-manylinux2014_x86_64.whl", hash = "sha256:b1d5db49b199152d62bd9217c98760207d3de86d2b9d243260c573ffe638f80a"},
+    {file = "xgboost-1.7.6-py3-none-win_amd64.whl", hash = "sha256:127cf1f5e2ec25cd41429394c6719b87af1456ce583e89f0bffd35d02ad18bcb"},
+    {file = "xgboost-1.7.6.tar.gz", hash = "sha256:1c527554a400445e0c38186039ba1a00425dcdb4e40b37eed0e74cb39a159c47"},
 ]
 zipp = [
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-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index baa8f2d..ef4ca8c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,7 +11,7 @@ documentation = "https://cdu-data-science-team.github.io/pxtextmining"
 
 [tool.poetry.dependencies]
 python = ">=3.8, <3.11"
-spacy = "^3.4.4"
+spacy = "3.5.3"
 joblib = "^1.2.0"
 matplotlib = "^3.3.2"
 numpy = ">=1.22"
@@ -29,7 +29,7 @@ optional = true
 uvicorn = "^0.20.0"
 pydantic = "^1.10.4"
 pytest = "^7.2.2"
-fastapi = "^0.94.1"
+fastapi = "^0.101.0"
 httpx = "^0.23.3"
 pytest-cov = "^4.0.0"
 pytest-mock = "^3.10.0"