 

OpenMemory MCP部署全攻略：AI大模型长期记忆实现指南

2025-12-17 分类：前沿哨所阅读(2) 评论(0) 赞(0)

智谱 GLM，支持多语言、多任务推理。从写作到代码生成，从搜索到知识问答，AI 生产力的中国解法。

本文详细记录了OpenMemory MCP的完整部署流程，从项目克隆、配置文件修改（包括docker-compose.yml和.env）到数据库设置（PostgreSQL）、嵌入模型选择（支持OpenAI、Gemini、Ollama）及性能层级配置（FAST/SMART/DEEP）。作者分享了实际部署经验，解决了valkey启用失败和user_id缺失等常见问题，并成功实现了大模型长期记忆功能。这篇笔记为AI开发者提供了实用技术细节，涵盖性能优化、API密钥管理和前后端连接调试，对提升AI应用记忆能力具有重要参考价值。

原文链接：Linux.do

赞(0)

未经允许不得转载：Toy Tech Blog » OpenMemory MCP部署全攻略：AI大模型长期记忆实现指南

分享到

评论抢沙发

快讯

How to Fix the Antigravity Long Code Bug

This article describes a technical issue encountered while using Antigravity: when processing long code, the system would disconnect directly without continuing execution, affecting development efficiency. To address this bug, the author proposes a simple and practical solution—respond every hundred lines of code written, which ensures smooth processing. This technique is also applicable in 2API scenarios, effectively avoiding code interruption. This finding comes from a discussion in the Linux community, providing developers with practical debugging and optimization tips that help improve the stability and efficiency of code processing, especially when dealing with complex projects.

Original link:Linux.do

9秒前
AI Programming Open Source Project Gains 100 Stars in 12 Days

The author shares their journey from fixing documentation to participating in open source, gradually expanding to translation and development practice. They used AI tools like Claude to develop Zenith, an AI image generation service, achieving one-click deployment and compatibility with free channels through node-based concurrency, solving the complexity of local deployment and platform limitations. The author transformed from fearing AI programming to finding it practical, showcasing the innovative momentum of the open source community. The project underwent refactoring and optimization, improving development experience and CI/CD processes, ultimately gaining 100 stars in 12 days, providing valuable reference for developers implementing AI tools.

Original link:Linux.do

18秒前
Breaking Through LLM Context Limits: Practical Methods for Complex Software Development

This article explores how to achieve complex software development functionality given the limited context length of Large Language Models (LLMs). The author shares practical insights: LLM context is insufficient and expanding it leads to performance degradation, making it difficult to handle multi-logic planning and debugging issues. The solution suggests that developers first conduct their own research, then use AI to generate initial design plans, and continuously iterate and modify the code to refine it. The article provides specific prompt examples, such as analyzing file errors or refactoring code, and emphasizes manual review of plans, discussion, and design optimization at each step, proceeding to functional testing only after basic implementation. This strategy helps developers effectively overcome LLM limitations and improve development efficiency, particularly suitable for AI-assisted programming scenarios.

Original Link:Linux.do

27秒前
Google Launches Gemini 3 Flash Model Card: Cutting-Edge Intelligence at Scale

Google has officially launched the Gemini 3 Flash model card, an innovative product built on cutting-edge artificial intelligence technology. Gemini 3 Flash emphasizes scalability and intelligent features, designed to provide users with efficient and smart computing experiences. As the latest version in Google's AI series, this model card may integrate Intel chip technology to enhance processing power and efficiency. In the autonomous driving sector, Gemini 3 Flash is poised to support more advanced algorithms and real-time data processing; in machine learning, it will accelerate model training and inference. This release not only demonstrates Google's leadership in the AI field but also drives the entire tech industry toward smarter and more efficient solutions. Users can access more technical details and use cases through relevant forums and platforms.

Original Link:Linux.do

59秒前
AI妙招：从损坏备份中恢复数据

本文讲述了作者如何从损坏的备份中恢复数据的经历。首先，服务器出现NVMe硬盘I/O超时问题，通过修改GRUB配置解决。随后，VM虚拟机根分区损坏，尝试还原备份失败。借助AI工具GPT的帮助，作者找到了跳过校验强行提取数据的方法，成功挂载RAW磁盘并恢复关键文件。这一过程展示了数据恢复的实用技术，特别是AI在解决技术难题中的应用，对系统管理员和DevOps工程师具有参考价值。

原文链接：V2EX 分享发现

1分钟前
拼多多12月3日技术漏洞事件深度解析

拼多多平台在2023年12月3日遭遇严重技术漏洞，用户利用该漏洞异常获取商品或服务，引发平台紧急修复并实施补偿措施。该事件暴露了电商平台在安全防护、系统稳定性方面的重大挑战，涉及网络安全漏洞、用户数据保护和风险控制等前沿技术话题。拼多多快速响应，修复漏洞并补偿受影响用户，凸显了科技企业应对突发技术危机的实践。这一事件对关注科技、AI和前沿技术的读者具有重要参考价值，揭示了电商行业在技术安全领域的共性问题及改进方向。

原文链接：V2EX 分享发现

1分钟前