eee8f4c8a4
- New: src/rag/engine/ — in-process hybrid search (FTS5 BM25 + sqlite-vec + LLM rerank) - New: src/rag/qmd/ — compatibility layer (qmd_query, qmd_chat, qmd_chat_stream, qmd_index_*) - New: src/ingest/stub_writer.py — .md stubs for binary files (videos, archives) - New: scripts/deploy.sh + scripts/pull_models.sh + Makefile + .env.example - Removed: LightRAG, sentence-transformers embedding via separate package, rag_standalone/ - Removed: @nousresearch/qmd npm dep (package not published); Node.js from Dockerfile - Updated: tests/ (46 passed), docker-compose, .dockerignore, config.yaml, README Engine: in-process Python (no daemon, no npm), sentence-transformers 384-dim, RRF fusion (k=60), BM25 + vector with numpy fallback. WebSocket API unchanged. Deploy: 'git clone' + 'make init' + 'make pull-models MODELS_SOURCE=...' + 'make up'. Models (5.83 GB) live outside git; pulled via rsync from dev host.
27 lines
413 B
Plaintext
27 lines
413 B
Plaintext
fastapi
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uvicorn[standard]
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python-multipart
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websockets
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python-docx
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pyyaml
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whisperx
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# Auth
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bcrypt>=4.0.0
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python-jose[cryptography]
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# RAG (native Python engine: BM25/FTS5 + sqlite-vec + LLM rerank)
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openai>=1.0.0
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python-dotenv>=1.0.0
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httpx>=0.27.0
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sentence-transformers>=3.0.0
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numpy>=1.24.0
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rank_bm25>=0.2.2
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sqlite-vec>=0.1.0
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# Document ingestion
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pymupdf>=1.24.0
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openpyxl>=3.1.0
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Pillow>=10.0.0
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pytesseract>=0.3.10
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