8848a310dfAdds a self-contained RAG stack to Studio: knowledge bases with chunked indexing, hybrid (dense + lexical) retrieval, and an automatic first-pass context inject into chat. Embeddings run through a local llama-server GGUF backend (default unsloth/bge-small-en-v1.5-GGUF) with a sentence-transformers fallback. The chat tool loop gains a search_knowledge_base tool, a per-turn re-search cap, and source citation, layered on top of the shared ToolLoopController.
26 lines
540 B
Text
26 lines
540 B
Text
# Studio UI backend dependencies
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typer
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fastapi
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uvicorn
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pydantic
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packaging
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matplotlib
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pandas
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nest_asyncio
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datasets==4.3.0
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pyjwt
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easydict
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addict
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# gradio>=4.0.0 # 148 MB - Studio uses React + FastAPI, not Gradio
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huggingface-hub==0.36.2
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structlog>=24.1.0
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diceware
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ddgs
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cryptography>=42.0.0
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httpx>=0.27.0
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fastmcp>=3.0.2
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# RAG (knowledge bases, hybrid retrieval). sentence-transformers lives in
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# extras-no-deps.txt; these add the lexical+dense store and document parsing.
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sqlite-vec==0.1.9
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pymupdf==1.27.2.3
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python-docx==1.2.0
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