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agno-agi/agno

Agno is a comprehensive platform for building, running, and managing scalable agentic software, addressing the unique challenges of AI agent interaction, governance, and trust in production environments.

Core Features

Agentic Framework: Build agents, teams, and workflows with memory, knowledge, guardrails, and 100+ integrations.

Scalable Runtime: Deploy agents as production services using a stateless, session-scoped FastAPI backend.

Control Plane (AgentOS UI): Monitor, manage, and test agent systems with built-in tracing and audit logs.

Advanced Governance: Implement approval workflows, human-in-the-loop, and runtime enforcement for dynamic agent actions.

Production-Ready: Offers per-user/session isolation, native tracing, full auditability, and data ownership.

Quick Start

export ANTHROPIC_API_KEY="***" && uvx --python 3.12 --with "agno[os]" --with anthropic --with mcp fastapi dev agno_assist.py

Detailed Introduction

Agno serves as the essential runtime for agentic software, providing a robust framework to construct intelligent agents, teams, and complex workflows. It addresses the fundamental shifts introduced by agentic systems: a new interaction model with real-time streaming and long-running execution, a new governance model enabling dynamic action choices with approval workflows, and a new trust model integrating guardrails and evaluations. Designed for production, Agno ensures scalability, security, and full auditability, allowing organizations to build and deploy sophisticated AI agents within their own infrastructure while maintaining complete control over their data and rules.