Provides a persistent memory layer for large language models using a local knowledge graph to store and retrieve user information across chats.
The Loc Memory Server implements a persistent memory system for large language models, such as Claude, by utilizing a local knowledge graph. This enables AI models to retain information about users across multiple chat sessions, significantly enhancing personalization and contextual understanding. Data is structured into entities (e.g., people, organizations), relations (directed connections between entities), and observations (discrete facts about entities), providing a robust and organized method for AI memory management.