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Agno

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SDK for building and managing production agent platforms with full ownership.

FrameworksAgent Frameworks 40.7kOpen source
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Updated 2026-06-15
Agno GitHub repository

What is Agno?

Agno serves as a comprehensive SDK for constructing agent platforms that integrate seamlessly with existing frameworks. It enables agents to operate as production-grade services equipped with monitoring, job scheduling, and permission controls managed through one interface.

Users retain complete authority over their agent components including data, tools, memory, and review processes. Everything runs in the user's own cloud environment with support for multiple interfaces and live context sources.

The platform targets teams and organizations that need to deploy, observe, and scale agents without surrendering control to external providers.

Capabilities

build multi-agent systems
add memory support
integrate knowledge bases
connect tool integrations
python-based development

What you can build with Agno

Team Code Assistant

Slack-integrated agent that collaborates directly with developers on coding tasks.

Context-Aware Data Agent

Self-improving agent that answers queries using multiple layers of grounded context.

Cross-Source Research Agent

Agent that pulls relevant information from Slack, Google Drive, and other connected sources.

Install Agno

  1. 1Review the official documentation at docs.agno.com to understand core concepts.
  2. 2Follow the first-agent guide to create a working agent in approximately twenty lines of code.
  3. 3Add required toolkits from the 100+ available integrations for extended capabilities.
  4. 4Configure storage, context providers, and human approval settings as needed.
  5. 5Deploy the completed platform to any container-based cloud environment.

Works with

Python

Agno: pros & cons

Pros

  • +Works with any agent framework for maximum flexibility
  • +Includes production features such as RBAC, scheduling, and observability without extra tools
  • +Keeps full control of data, memory, and infrastructure in private deployments
  • +Offers many pre-built interfaces and context sources out of the box

Cons

  • Requires users to handle their own cloud infrastructure and operations
  • Telemetry collection is active unless explicitly disabled
  • Advanced setup may involve additional configuration for multi-tenant environments
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Frequently asked questions

Yes, it provides over fifty endpoints with SSE and WebSocket support for building products on top.

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