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How to solve the lack of persistent memory storage for AI assistants?

2025-08-19 253

Persistent AI Memory provides a complete solution:

  • Using the SQLite database: all conversation records, memory content and tool call logs are persistently stored in a local SQLite database
  • Support for semantic search: The embedding technology of LM Studio enables semantic retrieval of stored content to find relevant memories rather than simple keyword matching
  • Real-time monitoring function: The system automatically captures exported conversation files such as ChatGPT via watchdog for automated storage.
  • Multiple mounting optionsThe system provides one-click installation script (support Linux/macOS/Windows), pip installation and manual installation in three ways, adapting to the needs of different users

After installation, developers only need a few lines of code to realize memory storage and retrieval, which greatly enhances the application value of AI assistants.

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