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Agno

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First Research Pass

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First Research Pass Completed: Initial facts, key features, and documentation links have been gathered. Detailed technical writing and synthesis are currently in queue.

Overview

Agno is a framework and runtime for agent platforms, allowing you to build, run, and manage agentic software at scale while maintaining control of your data, memory, and security posture.

Key Features

  • Production API with over 50 endpoints, SSE, and websockets.

  • Built-in storage for sessions, memory, knowledge, and traces.

  • More than 100 integrations including GitHub, Slack, and Postgres.

  • Context providers to access live data and human approval mechanisms for tools.

  • Observability tools such as OpenTelemetry tracing and audit logs.

Use Cases

Building local or cloud-hosted agent platforms, orchestrating AI agent pipelines, running agent workloads with enterprise-grade RBAC, and interacting with agents via Slack, WhatsApp, or standard web UI.

Getting Started

Clone the `agentos-railway` template or similar starters, and run it locally with Docker to get a REST API, Postgres DB, and MCP server out-of-the-box.

Recent Updates

Agno continues to develop its robust ecosystem for agentic software with active development across SDKs, Docker images, and cloud deployments.

Did You Know?

Agno supports deployment anywhere that runs containers, from local Docker to AWS, GCP, Azure, and Modal, while sending minimal telemetry (which can be disabled) to prioritize model provider integrations.