Agno: Agent Framework and High-Performance Runtime for Multi-Agent Systems

# Agno - AI Agents for Engineers > https://agno.com Agno is an open-source platform for building, shipping, and monitoring AI agent systems. Built for engineers who need production-ready agents with memory, knowledge, and reasoning capabilities. ## What is Agno? Agno is a Python framework for building multi-agent systems with shared memory, knowledge, and reasoning. It provides: - **Agent Framework**: Turn any LLM into an agent with tools, memory, and knowledge - **Workspaces**: Full infrastructure (database, vector storage, API) for production deployment - **Monitoring**: Track performance, optimize, and evaluate your agents - **Multi-Agent Teams**: Coordinate multiple agents working toward common goals - **Model Agnostic**: Works with any model provider (OpenAI, Anthropic, Cohere, Ollama, etc.) - **No Lock-in**: Use any database, vector store, or infrastructure ## Key Features **Memory & Knowledge** - Built-in long-term memory for personalized conversations - Knowledge integration from documents, websites, APIs - Session storage and state management - Agentic RAG with vector database support **Agent Development** - Production-ready templates and examples - Structured outputs with Pydantic models - Tool integration (web search, APIs, databases) - Human-in-the-loop workflows - Async/sync support **Multi-Agent Systems** - Agent teams and workflows - Coordinated reasoning and collaboration - Task distribution and load balancing - Deterministic, stateful programs in pure Python **Production Ready** - Deploy to any cloud (AWS, GCP, Railway, Render, Modal) - Built-in monitoring and evaluation - Hallucination detection and quality metrics - Performance optimization and scaling ## Use Cases - **Customer Support**: Intelligent help desk automation - **Financial Analysis**: Market research and data analysis agents - **Legal Review**: Document analysis and compliance checking - **Revenue Operations**: Sales enrichment and lead qualification - **Competitive Intelli