memory-system

What problem does it solve?

The Memory System indexes Markdown notes into a local SQLite vector/full-text database to enable fast cross-session recall and querying across conversations.

Core Features & Use Cases

• Incremental indexing: detects changes with SHA256 and only indexes updated files for efficiency.
• Hybrid search: combines vector embeddings with full-text search for accurate results.
• Memory add/cleanup: supports adding new notes and pruning old ones to maintain a lean index.
• Use case: organize your personal knowledge base of Markdown notes and retrieve relevant passages across sessions with a single query.

Quick Start

Index your Markdown notes: python3 memory.py index --dir memory Search your memory: python3 memory.py search "Your query" --top 5 Add memory: python3 memory.py add "Key insight" --dir memory --file note.md Check status: python3 memory.py status --dir memory