CortexReach/memory-lancedb-pro

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

4463 stars · 730 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A LanceDB-backed long-term memory plugin for OpenClaw agents that stores preferences, decisions, and project context, then automatically recalls them in future sessions. It provides hybrid retrieval (vector + BM25), cross-encoder reranking, multi-scope isolation, and a management CLI.

Use cases

• give my AI agent persistent memory across chat sessions
• store user preferences and recall them automatically in future conversations
• hybrid vector and BM25 retrieval for agent memory
• remember past decisions and project context across agents
• add long-term memory to an OpenClaw agent
• auto-capture important facts from conversations without manual tagging

When to choose

• you use OpenClaw and want persistent, auto-recalled memory across sessions
• you need hybrid retrieval with reranking for high-quality memory recall
• you want multi-scope memory isolation across projects or agents
• you prefer an embedded LanceDB store with a management CLI

When to avoid

• you use a different agent framework than OpenClaw
• you need a fully supported license — the repo currently has no license file
• you need a battle-tested stable release — current versions are beta
• you want a hosted or shared memory service rather than a local plugin

Facets

plugin · maturity active

rag vector-database search-engine cli plugin-system large-language-models databases developer-tools cli cross-platform lancedb long-term-memory agent-memory hybrid-retrieval bm25 reranking openclaw memory-persistence ai-agents retrieval-augmented-generation nodejs

Member repositories

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