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FARM - Filesystem As Remote Memory

为 AI Agent 设计的持久化记忆系统。让 Agent 能够跨会话记住重要信息,并通过语义搜索快速检索。

核心功能

  • 记忆存储: 保存对话摘要、用户偏好、学习到的知识
  • 多模式搜索: 支持语义搜索、全文搜索、混合搜索
  • 多接口: MCP Server (Claude)、REST API、CLI

技术栈

  • 向量搜索: DuckDB + VSS 扩展 (HNSW 索引)
  • Embedding: BAAI/bge-small-zh-v1.5 (中文优化)
  • 全文搜索: 关键词匹配

快速开始

# 安装
pip install farm-memory
# 或
uv add farm-memory

# 初始化存储
farm init

# 添加记忆
farm add "用户偏好 Vue 框架" --tag preference

# 搜索记忆
farm search "前端框架" --mode semantic
farm search "Vue" --mode text
farm search "前端" --mode hybrid

# 启动 API 服务
farm serve

Claude 集成

添加到 Claude 配置 (~/.claude.json):

{
  "mcpServers": {
    "farm": {
      "command": "uvx",
      "args": ["farm-memory", "mcp"]
    }
  }
}

文档

License

MIT

Metadata

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