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Simple, Fast, and Agnostic

Agno is designed with three core principles:

  • Simplicity: No graphs, chains, or convoluted patterns — just pure python.
  • Uncompromising Performance: Blazing fast agents with a minimal memory footprint.
  • Truly Agnostic: Any model, any provider, any modality — future-proof design.

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Key features

Here’s why you should build Agents with Agno:

  • Lightning Fast: Agent creation is 5000x faster than LangGraph (see performance).
  • Model Agnostic: Use any model, any provider, no lock-in.
  • Multi Modal: Native support for text, image, audio and video.
  • Multi Agent: Delegate tasks across a team of specialized agents.
  • Memory Management: Store user sessions and agent state in a database.
  • Knowledge Stores: Use vector databases for Agentic RAG or dynamic few-shot.
  • Structured Outputs: Make Agents respond with structured data.
  • Monitoring: Track agent sessions and performance in real-time on agno.com.

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Get Started

If you’re new to Agno, start here to build your first Agent.

Build your first Agent

Learn how to build Agents with Agno

Agent Playground

Chat with your Agents using a beautiful Agent UI

After that, checkout the Examples Gallery to discover real-world applications built with Agno.

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Build with Agno

Agno is a battle-tested framework with best-in-class performance, checkout the following guides to dive-in:

Agents

Learn core Agent concepts

Models

Use any model, any provider, no lock-in

Tools

Use 100s of tools to extend your Agents

Knowledge

Add domain-specific knowledge to your Agents

Vector Databases

Add semantic search and retrieval to your Agents

Storage

Persist agent states and conversations in a database

Memory

Remember user details and session summaries

Embeddings

Generate embeddings for your knowledge base

Workflows

Build complex workflows with Agents

Your first Agent