memmachine

We have hosted the application memmachine in order to run this application in our online workstations with Wine or directly.

Quick description about memmachine:

MemMachine is a universal memory layer designed for AI agents that provides persistent, rich memory storage and retrieval capabilities so autonomous agent systems can recall context, personal preferences, and long-term interaction history across sessions, models, and use cases. Unlike ephemeral LLM prompt state, MemMachine supports distinct memory types�short-term conversational context, long-term persistent knowledge, and profile memory for personalized facts�persisted in optimized stores (e.g., graph databases for episodic lines of reasoning and SQL for user facts) to support robust, context-aware intelligence in agents. It offers flexible APIs, a Python SDK, REST interfaces, and MCP (Model Context Protocol) connectivity to integrate seamlessly with agent frameworks receiving and storing memories over time, effectively boosting relevance, continuity, and tailored behavior.

Features:

• Multi-layer episodic & profile memory
• Model-agnostic memory storage
• Python SDK and REST API interfaces
• MCP protocol support for agents
• Scalable, persistent memory infrastructure
• Self-host or cloud deployment

Programming Language: Python.
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