memory-lancedb-pro

memory-lancedb-pro is a production-grade long-term memory plugin for OpenClaw that turns your agent into an AI Memory Assistant. Unlike basic memory solutions, it combines vector similarity search with BM25 full-text search for hybrid retrieval, cross-encoder reranking for precision, and multi-scope isolation for agent/user/project boundaries. The plugin automatically captures what matters from conversations, lets noise naturally fade via Weibull decay, and retrieves the right memory at the right time — no manual tagging required.

Use memory-lancedb-pro when you want to:
- Give your OpenClaw agent long-term memory that persists across sessions
- Get hybrid retrieval combining vector + BM25 full-text search
- Use cross-encoder reranking for more precise memory recall
- Maintain separate memory scopes per agent, user, or project
- Let important memories stay while noise naturally fades via intelligent decay
- Manage memories via CLI (list, search, stats, export/import, backup)
- Use LLM-powered 6-category extraction (profiles, preferences, entities, events, cases, patterns)
- Implement three-tier memory lifecycle (Peripheral ↔ Working ↔ Core)