TrueMemory

概述

TrueMemory是一个精密的记忆系统，使AI代理能够跨会话记住长期数据。它采用受神经科学启发的6层检索管道，通过编码门在存储前过滤信号中的噪声。系统完全在单个SQLite文件上本地运行，确保隐私和可移植性。它通过生命周期钩子自动捕获对话，与多个AI助手集成，包括Claude Code、Cursor和Gemini CLI。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• add

  Store a memory in the system

  试试:Remember that I prefer dark mode试试:Store my allergy information
• search

  Search memories using the 6-layer pipeline with reranking

  试试:What are Alex's preferences?试试:Find information about my career
• search_deep

  Perform multi-round agentic search for higher accuracy

  试试:Deep search for what we know about my career试试:Complex multi-hop questions about my memories
• search_vectors

  Pure vector cosine similarity search without full pipeline

  试试:Find memories similar to this concept试试:Vector-based search for related topics
• get

  Retrieve a specific memory by its ID

  试试:Get memory with ID 123试试:Show me the memory about my preference
• get_all

  Retrieve all memories with pagination support

  试试:List all my memories试试:Show me the first 20 memories
• update

  Update the content of a specific memory

  试试:Update memory 123 with new information试试:Change my preference to light mode
• delete

  Delete a specific memory by ID

  试试:Delete memory 123试试:Remove the memory about my allergy
• delete_all

  Delete all memories for a specific user

  试试:Delete all my memories试试:Clear everything in my memory store
• stats

  Get memory system statistics

  试试:Show memory statistics试试:How many memories do I have stored?

可对比工具

安装

# Mac/Linux
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh

# Windows (PowerShell)
irm https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.ps1 | iex

pip install truememory

{
  "mcpServers": {
    "truememory": {
      "command": "uv",
      "args": ["run", "truememory", "serve"]
    }
  }
}

FAQ

TrueMemory与其他记忆系统有何不同？

TrueMemory使用受神经科学启发的6层检索管道，通过编码门在存储前过滤噪声。它在SQLite上完全本地运行，同时在记忆基准测试中取得了最先进的成果。

TrueMemory是否离线工作？

是的，Edge和Base层完全离线运行，无需API密钥。Pro层需要LLM API密钥进行查询扩展，但仍在本地处理数据。

TrueMemory 对比