RTFM
JSON →Open-source multi-domain retrieval layer for AI agents â FTS5 + semantic search, 10 parsers, knowledge graph, Obsidian integration, MCP native.
Install
pip install rtfm-ai Tools · 13
- rtfm_search Search the index (FTS, semantic, or hybrid)
- rtfm_context Get relevant context for a subject (metadata-only)
- rtfm_expand Show all chunks of a source with full content
- rtfm_discover Fast project structure scan (~1s, no indexing needed)
- rtfm_books List indexed documents
- rtfm_stats Library statistics
- rtfm_sync Sync a directory (incremental)
- rtfm_ingest Ingest a single file
- rtfm_tags List all tags
- rtfm_tag_chunks Add tags to specific chunks
- rtfm_remove Remove a file from the index
- rtfm_graph Show dependency graph for a source (imports, links)
- rtfm_history File version history and memory snapshots
Links
★ 12 GitHub stars