correction requirements

requirements.txt

@@ -1,182 +1,36 @@
-accelerate==1.9.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.12.15
-aiosignal==1.4.0
-aiosqlite==0.21.0
-altair==5.5.0
-annotated-types==0.7.0
-anyio==4.9.0
-attrs==25.3.0
-banks==2.2.0
-beautifulsoup4==4.13.4
-blinker==1.9.0
-cachetools==6.1.0
-certifi==2025.7.14
-cffi==1.17.1
-charset-normalizer==3.4.2
-click==8.2.2
-colorama==0.4.6
-cryptography==45.0.5
-dataclasses-json==0.6.7
-defusedxml==0.7.1
-Deprecated==1.2.18
-dill==0.4.0
-dirtyjson==1.0.8
-diskcache==5.6.3
-distro==1.9.0
+# === Core LLM + RAG ===
+llama-cpp-python==0.3.14
+sentence-transformers==5.0.0
+transformers==4.54.1
+llama-index==0.13.0
+llama-index-vector-stores-faiss==0.5.0
+llama-index-embeddings-huggingface==0.6.0
+faiss-cpu==1.11.0.post1
+
+# === Docling RAG ===
 docling==2.43.0
 docling-core==2.44.1
 docling-ibm-models==3.9.0
 docling-parse==4.1.0
-easyocr==1.7.2
-et_xmlfile==2.0.0
-faiss-cpu==1.11.0.post1
-filelock==3.18.0
-filetype==1.2.0
-frozenlist==1.7.0
-fsspec==2025.7.0
-git-filter-repo==2.47.0
-gitdb==4.0.12
-GitPython==3.1.45
-greenlet==3.2.3
-griffe==1.9.0
-h11==0.16.0
-hf-xet==1.1.5
-httpcore==1.0.9
-httpx==0.28.1
-huggingface-hub==0.34.3
-idna==3.10
-imageio==2.37.0
-Jinja2==3.1.6
-jiter==0.10.0
-joblib==1.5.1
-jsonlines==3.1.0
-jsonref==1.1.0
-jsonschema==4.25.0
-jsonschema-specifications==2025.4.1
-latex2mathml==3.78.0
-lazy_loader==0.4
-llama-cloud==0.1.35
-llama-cloud-services==0.6.54
-llama-index==0.13.0
-llama-index-cli==0.5.0
-llama-index-core==0.13.0
-llama-index-embeddings-huggingface==0.6.0
-llama-index-embeddings-openai==0.5.0
-llama-index-indices-managed-llama-cloud==0.9.0
-llama-index-instrumentation==0.4.0
-llama-index-llms-openai==0.5.0
-llama-index-readers-file==0.5.0
-llama-index-readers-llama-parse==0.5.0
-llama-index-vector-stores-faiss==0.5.0
-llama-index-workflows==1.2.0
-llama-parse==0.6.54
-llama_cpp_python==0.3.14
-lxml==5.4.0
-markdown-it-py==3.0.0
-marko==2.1.4
-MarkupSafe==3.0.2
-marshmallow==3.26.1
-mdurl==0.1.2
-mpire==2.10.2
-mpmath==1.3.0
-multidict==6.6.3
-multiprocess==0.70.18
-mypy_extensions==1.1.0
-narwhals==2.0.1
-nest-asyncio==1.6.0
+
+# === ML + maths ===
+numpy==1.26.4
+scikit-learn==1.7.1
+scipy==1.11.4
 networkx==3.5
-ninja==1.11.1.4
+joblib==1.5.1
+
+# === Streamlit app ===
+streamlit==1.47.1
+streamlit-autorefresh==1.0.1
+
+# === NLP + I/O ===
 nltk==3.9.1
-numpy==2.2.6
-nvidia-cublas-cu12==12.6.4.1
-nvidia-cuda-cupti-cu12==12.6.80
-nvidia-cuda-nvrtc-cu12==12.6.77
-nvidia-cuda-runtime-cu12==12.6.77
-nvidia-cudnn-cu12==9.5.1.17
-nvidia-cufft-cu12==11.3.0.4
-nvidia-cufile-cu12==1.11.1.6
-nvidia-curand-cu12==10.3.7.77
-nvidia-cusolver-cu12==11.7.1.2
-nvidia-cusparse-cu12==12.5.4.2
-nvidia-cusparselt-cu12==0.6.3
-nvidia-nccl-cu12==2.26.2
-nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvtx-cu12==12.6.77
-openai==1.98.0
-opencv-python-headless==4.12.0.88
-openpyxl==3.1.5
-packaging==25.0
 pandas==2.2.3
-pdfminer.six==20250506
-pillow==11.3.0
-platformdirs==4.3.8
-pluggy==1.6.0
-propcache==0.3.2
-protobuf==6.31.1
-psutil==7.0.0
-pyarrow==21.0.0
-pyclipper==1.3.0.post6
-pycparser==2.22
-pydantic==2.11.7
-pydantic-settings==2.10.1
-pydantic_core==2.33.2
-pydeck==0.9.1
-Pygments==2.19.2
-pylatexenc==2.10
-PyMuPDF==1.26.3
-pypdf==5.9.0
-pypdfium2==4.30.0
-python-bidi==0.6.6
-python-dateutil==2.9.0.post0
-python-docx==1.2.0
 python-dotenv==1.1.1
-python-pptx==1.0.2
-pytz==2025.2
-PyYAML==6.0.2
-referencing==0.36.2
-regex==2025.7.34
-requests==2.32.4
-rich==14.1.0
-rpds-py==0.26.0
-rtree==1.4.0
-safetensors==0.5.3
-scikit-image==0.25.2
-scikit-learn==1.7.1
-scipy==1.16.1
-semchunk==2.2.2
-sentence-transformers==5.0.0
-setuptools==80.9.0
-shapely==2.1.1
-shellingham==1.5.4
-six==1.17.0
-smmap==5.0.2
-sniffio==1.3.1
-soupsieve==2.7
-SQLAlchemy==2.0.42
-streamlit==1.47.1
-striprtf==0.0.26
-sympy==1.14.0
-tabulate==0.9.0
+
+# === Divers utiles ===
+colorama==0.4.6
+typing-extensions==4.14.1
 tenacity==9.1.2
-threadpoolctl==3.6.0
-tifffile==2025.6.11
-tiktoken==0.9.0
-tokenizers==0.21.4
-toml==0.10.2
-torch==2.7.1
-torchvision==0.22.1
-tornado==6.5.1
 tqdm==4.67.1
-transformers==4.54.1
-triton==3.3.1
-typer==0.16.0
-typing-inspect==0.9.0
-typing-inspection==0.4.1
-typing_extensions==4.14.1
-tzdata==2025.2
-urllib3==2.5.0
-watchdog==6.0.0
-wrapt==1.17.2
-xlsxwriter==3.2.5
-yarl==1.20.1