PowerMem:AI 代理的持久記憶層

PowerMem:AI 代理的持久記憶層

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PowerMem 是一個為 AI 代理設計的 AI 驅動的長期記憶解決方案,旨在提供準確、靈活且經濟實惠的記憶能力。該專案由 OceanBase 在 GitHub 上託管。

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PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable.

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✨ Highlights

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🧠 PowerMem - Intelligent Memory System

In AI application development, enabling large language models to persistently "remember" historical conversations, user preferences, and contextual information is a core challenge. PowerMem combines a hybrid storage architecture of vector retrieval, full-text search, and graph databases, and introduces the Ebbinghaus forgetting curve theory from cognitive science to build a powerful memory infrastructure for AI applications. The system also provides comprehensive multi-agent support capabilities, including agent memory isolation, cross-agent collaboration and sharing, fine-grained permission control, and privacy protection mechanisms, enabling multiple AI agents to achieve efficient collaboration while maintaining independent memory spaces.

🚀 Core Features

👨‍💻 Developer Friendly

🧠 Intelligent Memory Management

👤 User Profile Support

🤖 Multi-Agent Support

🎨 Multimodal Support

💾 Deeply Optimized Data Storage

🚀 Quick Start

📥 Installation

💡 Basic Usage

✨ Simplest Way: Create memory from .env file automatically! Configuration Reference

For more detailed examples and usage patterns, see the Getting Started Guide.

🔗 Integrations & Demos

📚 Documentation

⭐ Highlights Release Notes

💬 Support

📄 License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

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PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable.

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