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4 Commits

Author SHA1 Message Date
keboss-m
eee8f4c8a4 Replace LightRAG with native Python RAG engine + add deploy tooling 
- 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.
 2026-06-10 14:24:01 +03:00
keboss-m
36c9be48be Add document ingestion pipeline, chat analytics modes, and auth fixes 
Ingest MD/PDF/DOCX/XLSX into org-scoped documents with classify and RAG indexing. Add compare/timeline chat modes and UI upload. Filter WebSocket progress by user ACL and normalize admin project slugs consistently.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-01 19:16:23 +03:00
keboss-m
8df14e3102 Add multi-tenant auth with org projects, roles, and personal workspaces. 
JWT login, org-scoped storage and RAG, admin/director/user roles, user-owned projects, login UI, and legacy data migration.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-01 18:54:25 +03:00
keboss-m
fee9b9acb1 Add RAG, summary pipeline, and split transcribe/postprocess queue. 
Separate ASR (2 workers) from summary/RAG post-processing, add LightRAG chat API, batch upload fixes, and local model mounts for Docker deployment.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-01 17:40:58 +03:00