Agno: Production-Ready AI Agents Made Simple

Agno (formerly Phidata) is the "just works" agent framework. Minimal configuration, multi-modal support, built-in memory, and a monitoring dashboard — ship production agents fast.

18K+
GitHub Stars
Multi-modal
Approach
None
Model Lock-in
Easy
Learning Curve

What is Agno?

Agno (rebranded from Phidata in late 2025) focuses on getting agents into production with minimal friction. While other frameworks emphasize complex orchestration or fine-grained control, Agno prioritizes simplicity: define an agent in a few lines, add tools, and deploy.

What sets Agno apart is its multi-modal support (text, images, audio, video), built-in memory and knowledge persistence, agent teams for collaboration, and a monitoring dashboard — all included out of the box. Data stays local by default, with no information sent to third parties.

Core Concepts

🤖

Agents

Lightweight agent definition with model, tools, and instructions in ~5 lines of code.

🖼️

Multi-Modal

Native support for text, images, audio, and video inputs and outputs.

🧠

Knowledge & Memory

Built-in vector database integration and conversation memory persistence.

📊

Monitoring

Included dashboard for tracking agent performance, costs, and behavior.

Popular Use Cases

Rapid Prototyping

Go from idea to working agent in minutes. Perfect for hackathons and proof-of-concepts.

Multi-Modal Assistants

Build agents that can see images, hear audio, and generate visual outputs.

Knowledge Agents

Create agents with persistent knowledge bases that learn and improve over time.

Agent Teams

Coordinate multiple specialized agents with automatic delegation and reporting.

Quick Example

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.duckduckgo import DuckDuckGoTools

agent = Agent(
    model=OpenAIChat(id="gpt-4o"),
    tools=[DuckDuckGoTools()],
    show_tool_calls=True,
    markdown=True
)

agent.print_response("What are the top AI agent frameworks in 2026?")

That's it — a fully functional web-searching agent in 8 lines of code.

📊

Agno vs Other Frameworks

See how Agno compares to LangGraph, CrewAI, OpenClaw, and 9 other frameworks in our 2026 comparison.

Compare Frameworks

👥

CrewAI

Multi-agent collaboration

📚

LlamaIndex

Data & RAG framework

🔧

OpenAI Agents SDK

GPT-powered agents

Explore More

Best AI Agents 2026

Compare the top 10 AI agents

Best AI Agent Frameworks

Ranked framework comparison

How to Build an AI Agent

10-step guide from zero to production

Related Articles