honcho

Honcho by plastic-labs is an innovative open-source memory library and managed service, purpose-built for developing stateful AI agents. It offers unparalleled compatibility across models, frameworks, and architectures, enabling agents to build and persistently maintain dynamic state for users, other agents, groups, and more. As a continual learning system, Honcho intelligently adapts to evolving entities over time, significantly boosting agent retention and user trust. Its core capabilities include robust application workflow management, comprehensive interaction history storage, and advanced reasoning to guide agent behavior. With intuitive natural language querying, sophisticated session context management, and efficient message search, Honcho empowers developers to create highly intelligent chatbots and deliver deeply personalized agent experiences.

• Intelligent Stateful Memory: Open-source memory library designed for AI agents, managing dynamic state for users, agents, groups, and any other entities.
• Continual Learning & Behavioral Reasoning: Intelligently adapts to evolving entities over time, providing powerful reasoning to guide agent actions, boosting retention and trust.
• Multi-modal Session & Context Management: Enables natural language querying, comprehensive session context, and efficient message search for deeply personalized interactions.