agno-agi/agno

Build, run, and manage agent platforms.

What it solves

Agno provides a comprehensive framework and runtime for building, running, and managing agent platforms. It allows developers to own their entire agent stack, maintaining full control over data, memory, security, and the ability to turn agent performance into a learning loop using simulations and usage data.

How it works

Agno operates through three primary components:

  • Agno SDK: Used to build the agents themselves.
  • AgentOS runtime: The engine that runs the agents as a service.
  • AgentOS UI: A web-based interface for managing the platform.

Who it’s for

It is designed for developers and organizations that want to build production-ready agent platforms with integrated security, observability, and the ability to deploy across various cloud platforms using containers.

Highlights

  • Production-ready API: Includes over 50 endpoints with SSE and websockets.
  • Extensive Integrations: Over 100 pre-built toolkits for services like GitHub, Slack, and Postgres.
  • Security & Isolation: Out-of-the-box JWT-based RBAC and multi-tenant isolation.
  • Observability: OpenTelemetry tracing, run history, and audit logs.
  • Flexible Deployment: Supports deployment on Docker, Railway, AWS, GCP, and others.
  • Human-in-the-loop: Ability to pause runs for user confirmation or admin approval for specific tools.