AI Memory Library
2.6k 2026-04-18
plastic-labs/honcho
An open-source memory library and managed service for building stateful AI agents that learn and adapt over time.
Core Features
Build and maintain dynamic state for various entities (users, agents, groups).
Enables continual learning for entities that change over time.
Integrates with any AI model, framework, or architecture.
Provides reasoning, context, and search capabilities for agent behavior.
Offers Python and TypeScript SDKs for easy application integration.
Quick Start
pip install honcho-aiDetailed Introduction
Honcho is an open-source memory library designed to empower AI agents with robust state management and continual learning capabilities. It allows agents to build and maintain dynamic state for diverse entities such as users, agents, groups, and ideas, adapting to changes over time. By providing a sophisticated memory system, Honcho enhances agent retention, fosters trust, and helps developers create data moats for competitive advantage against incumbents. It supports seamless integration with any AI model or framework, offering both a flexible open-source library and a convenient managed service for deployment.