ComposioHQ/composio
Composio provides SDKs for building AI agents capable of interacting with over 1000 tools, offering capabilities like tool search, context management, and authentication across various AI frameworks.
Awesome Infra for AI › Workflow Orchestration for AI
plastic-labs/honcho
Honcho provides a specialized memory system for AI agents, allowing them to maintain state and context across interactions. It goes beyond simple chunk matching by offering "reasoning-first memory" that extracts conclusions from conversations and events, not just raw data. The platform tracks entities like users, agents, groups, and projects, modeling how they change over time and even how one peer perceives another. This multi-peer perspective helps build more sophisticated and personalized agent behaviors. Honcho supports a continuous loop of storing conversations, events, and documents; asynchronously reasoning in the background to update peer representations; querying for context, search results, or natural-language insights; and injecting these results into LLM calls or agent frameworks. It offers APIs for managing session history, querying peer-specific information, generating prompt-ready context (compatible with OpenAI and Anthropic formats), and performing hybrid search (BM25 + vector). Honcho can be used as a managed service via `api.honcho.dev` or self-hosted as a FastAPI server. It provides client SDKs for both Python and TypeScript, making it accessible for developers. The project emphasizes building durable, trustworthy agents with high retention, aiming to improve agent performance in complex, ongoing interactions.
https://github.com/plastic-labs/honcho
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