Claude Skill

CortexReach/memory-lancedb-pro

适用于OpenClaw的增强版LanceDB记忆插件，支持混合检索（向量+BM25）、交叉编码器重排序、多范围隔离及管理CLI，适用于RAG与智能体记忆场景。

概览

Stars4,444
Forks727
语言JavaScript
最后更新2026-06-29
最近同步2026-07-03
前往 GitHub

仓库信息

拥有者CortexReach
仓库memory-lancedb-pro
完整名称CortexReach/memory-lancedb-pro
Repo ID1,165,507,389
GitHub 地址https://github.com/CortexReach/memory-lancedb-pro

安装这个 Skill

git clone https://github.com/CortexReach/memory-lancedb-pro-skill.git ~/.claude/skills/memory-lancedb-pro
GitHub

Registry 信息

类型mcp_server
质量分85/100
验证状态readme_parsed
最近验证2026-05-30
平台
ClaudeMCPOpenClawCodex
能力
browserpdfmemorysearchvideoterminalworkflowlancedbopenclawopenclaw-agent
识别文件
README.mddocsexamplespackage.jsontest
配置键
OPENAI_API_KEYJINA_API_KEYURLUUIDPACKAGE_JSON
安装方式
  • git clone https://github.com/CortexReach/memory-lancedb-pro-skill.git ~/.claude/skills/memory-lancedb-pro
  • git clone https://github.com/CortexReach/memory-lancedb-pro-skill.git ~/.openclaw/workspace/skills/memory-lancedb-pro-skill

项目简介

适用于OpenClaw的增强版LanceDB记忆插件，支持混合检索（向量+BM25）、交叉编码器重排序、多范围隔离以及管理CLI，助力高效RAG工作流。

英文描述

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI

要点

  • 结合向量搜索与BM25的混合检索
  • 交叉编码器重排序提升相关性
  • 多范围隔离实现有序记忆管理
  • 管理CLI便于轻松运维
  • 专为OpenClaw智能体与插件生态构建

使用场景

  • 为OpenClaw智能体增强长期记忆能力
  • 构建具备混合搜索的RAG流水线
  • 为多用户应用隔离记忆上下文
  • 通过CLI管理记忆存储

README 摘要

<div align="center"> # 🧠 memory-lancedb-pro · 🦞OpenClaw Plugin **AI Memory Assistant for [OpenClaw](https://github.com/openclaw/openclaw) Agents** *Give your AI agent a brain that actually remembers — across sessions, across agents, across time.* A LanceDB-backed OpenClaw memory plugin that stores preferences, decisions, and project context, then auto-recalls them in future sessions. [![OpenClaw Plugin](https://img.shields.io/badge/OpenClaw-Plugin-blue)](https://github.com/openclaw/openclaw) [![OpenClaw 2026.3+](https://img.shields.io/badge/OpenClaw-2026.3%2B-brightgreen)](https://github.com/openclaw/openclaw) [![npm version](https://img.shields.io/npm/v/memory-lancedb-pro)](https://www.npmjs.com/package/memory-lancedb-pro) [![LanceDB](https://img.shields.io/badge/LanceDB-Vectorstore-orange)](https://lancedb.com) [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE) <h2>⚡ <a href="https://github.com/CortexReach/memory-lancedb-pro/releases/tag/v1.1.0-beta.10">v1.1.0-beta.10 — OpenClaw 2026.3+ Hook Adaptation</a></h2> <p> ✅ Fully adapted for OpenClaw 2026.3+ new plugin architecture<br> 🔄 Uses <code>before_prompt_build</code> hooks (replacing deprecated <code>before_agent_start</code>)<br> 🩺 Run <code>openclaw doctor --fix</code> after upgrading </p> [English](README.md) | [简体中文](README_CN.md) | [繁體中文](README_TW.md) | [日本語](README_JA.md) | [한국어](README_KO.md) | [Français](README_FR.md) | [Español](README_ES.md) | [Deutsch](README_DE.md) | [Italiano](README_IT.md) | [Русский](README_RU.md) | [Português (Brasil)](README_PT-BR.md) </div> --- ## Why memory-lancedb-pro? Most AI agents have amnesia. They forget everything the moment you start a new chat. **memory-lancedb-pro** is a production-grade long-term memory plugin for OpenClaw tha

话题

lancedbmemoryopenclawopenclaw-agentopenclaw-pluginrag

探索更多

拥有者: CortexReach语言: JavaScript

数据来自 GitHub，同步时间：2026-07-03