fix

requirements.txt

@@ -1,86 +1,45 @@
-aiofiles==23.2.1
-anyio==4.9.0
-attrs==25.3.0
-audioread==3.0.1
-certifi>=2025.7.14
-charset-normalizer==3.4.2
-click==8.2.1
-colorama==0.4.6
-contourpy==1.3.2
-cycler==0.12.1
-decorator==4.4.2
-filelock==3.13.1
-fsspec==2024.6.1
-gradio==5.6.0
-gradio_client==1.4.3
-h11==0.16.0
-h2==4.2.0
-httpcore==1.0.9
-httpx==0.28.1
-huggingface-hub==0.34.3
-imageio==2.37.0
-imageio-ffmpeg==0.6.0
-inquirerpy==0.3.4
-Jinja2==3.1.4
-joblib==1.5.1
-jsonschema==4.25.0
-kiwisolver==1.4.8
-langchain-core==0.2.43
-langchain-text-splitters==0.2.0
-lazy_loader==0.4
+# -- Core ML & DL Libraries --
+torch==2.3.0
+transformers==4.41.2
+accelerate==0.30.1
+bitsandbytes==0.43.1
+sentence-transformers==2.7.0
+
+# -- Vector Database --
+qdrant-client==1.9.0
+# faiss-cpu==1.8.0 # Đã được thay thế bởi Qdrant
+
+# -- Web Framework & Interface --
+gradio==4.31.5
+fastapi==0.111.0
+uvicorn==0.30.1
+
+# -- Data Processing (Multimedia) --
+pydub==0.25.1
 librosa==0.10.2
-loguru==0.7.2
-markdown-it-py==3.0.0
-MarkupSafe==2.1.5
-matplotlib==3.10.5
 moviepy==1.0.3
-mpmath==1.3.0
-msgpack==1.1.1
-networkx==3.3
-numpy==1.26.4
-opencv-python-headless==4.12.0.88  # headless để Linux, tránh lỗi GUI
-orjson==3.11.1
-packaging==24.2
-pandas==2.3.1
-pillow==10.4.0
-pooch==1.8.2
-proglog==0.1.12
-prompt_toolkit==3.0.51
-protobuf==6.31.1
-pydantic==2.10.6
-python-dotenv==1.1.1
-python-multipart==0.0.12
-pytz==2025.2
-PyYAML==6.0.2
-qdrant-client==1.9.0
-referencing==0.36.2
-regex==2024.11.6
-requests==2.32.4
-requests-toolbelt==1.0.0
-rich==14.1.0
-rpds-py==0.26.0
-safetensors==0.5.3
-scikit-learn==1.7.1
-scipy==1.15.3
-sentence-transformers==5.0.0
-shellingham==1.5.4
-six==1.17.0
-sniffio==1.3.1
-soundfile==0.13.1
-soxr==0.5.0.post1
-starlette==0.47.2
-sympy==1.13.1
-tenacity==8.5.0
-threadpoolctl==3.6.0
-tqdm==4.67.1
-transformers==4.41.2
-typer==0.16.0
-typing_extensions==4.12.2
-tzdata==2025.2
-urllib3==2.5.0
-uvicorn==0.35.0
-wcwidth==0.2.13
-websockets==11.0.3
-torch==2.6.0
-torchvision==0.21.0
-torchaudio==2.6.0
+opencv-python==4.9.0.80
+Pillow==10.3.0
+scikit-image==0.23.0
+
+# -- LangChain (Optional, but good to have) --
+# Mặc dù chúng ta không dùng nhiều nhưng có thể cần trong tương lai
+langchain==0.2.1
+langchain-core==0.2.1
+langchain-community==0.2.1
+langchain-text-splitters==0.2.0
+
+# -- Document Loaders (for PDF, DOCX, etc.) --
+pypdf==4.2.0
+unstructured==0.14.4
+
+# -- Configuration & Utilities --
+python-dotenv==1.0.1
+pydantic==2.7.4
+pydantic-settings==2.3.4
+loguru==0.7.2
+tqdm==4.66.4
+scikit-learn==1.5.0 # Cho cosine_similarity và các công cụ ML khác
+numpy # Thường được cài đặt như một phụ thuộc, nhưng thêm vào cho chắc chắn
+portalocker # Phụ thuộc của Qdrant on-disk
+scipy # Cần cho Gradio khi xử lý audio numpy array