Memories with Lessons

This knowledge graph memory server enables persistent memory and error tracking for AI assistants using a local graph structure. It provides tools for creating, querying, and updating entities, relations, and observations, as well as a lesson system for capturing and retrieving solutions to encountered errors. The implementation features transactional operations, file management for scalability, and caching for improved performance. Developed by Anthropic, it's designed to enhance AI assistants' contextual understanding and problem-solving capabilities across conversations and tasks.