# Examples (/examples/introduction)



The Agno [cookbook](https://github.com/agno-agi/agno/tree/main/cookbook) contains examples for building agents, coordinating teams, and running workflows. Start with the basics, then choose a capability below.

Each example lists its setup requirements. Some use local files or databases; others need provider credentials, a running service, or permission to perform an external action. Follow any adaptation notes alongside the cookbook code before running it.

<span id="by-the-numbers" />

Cookbook links identify the reviewed source revision; adaptation notes explain any changes needed to run that code.

## Quickstart [#quickstart]

| Section                             | Description                                                                   |
| ----------------------------------- | ----------------------------------------------------------------------------- |
| [Basics](/examples/basics/overview) | Your first agents with storage, memory, knowledge, guardrails, HITL and more. |

## Primitives [#primitives]

| Section                                   | Description                                                                                                                   |
| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------- |
| [Agents](/examples/agents/overview)       | Agent patterns: tools, storage, memory, knowledge, learnings, guardrails, multimodal, learning, HITL, hooks, skills and more. |
| [Teams](/examples/teams/overview)         | Multi-agent coordination: modes, structured I/O, human-in-the-loop, knowledge, guardrails, dependencies and more.             |
| [Workflows](/examples/workflows/overview) | Workflow orchestration: sequential, conditional, parallel, loops, branching, and CEL.                                         |

## Context [#context]

| Section                                   | Description                                                          |
| ----------------------------------------- | -------------------------------------------------------------------- |
| [Storage](/examples/storage/overview)     | Database backends: PostgreSQL, MongoDB, SQLite, MySQL, Redis.        |
| [Knowledge](/examples/knowledge/overview) | Vector databases, embedders, readers, chunking, filters, and search. |
| [Memory](/examples/memory/overview)       | User memory persistence across runs, sessions, and agents.           |
| [Learning](/examples/learning/overview)   | Agents that learn, adapt, and improve from interactions.             |

## Models [#models]

| Section                             | Description                                                              |
| ----------------------------------- | ------------------------------------------------------------------------ |
| [Models](/examples/models/overview) | Provider examples for OpenAI, Anthropic, Google, local models, and more. |

## Tools [#tools]

| Section                           | Description                                                             |
| --------------------------------- | ----------------------------------------------------------------------- |
| [Tools](/examples/tools/overview) | MCP, custom tools, search, data, communication, and media integrations. |

## More [#more]

| Section                                         | Description                                                                   |
| ----------------------------------------------- | ----------------------------------------------------------------------------- |
| [AgentOS](/examples/agent-os/overview)          | AgentOS: clients, interfaces, databases, middleware, scheduling, and tracing. |
| [Reasoning](/examples/reasoning/overview)       | Chain-of-thought reasoning with agents, models, tools, and teams.             |
| [Evals](/examples/evals/overview)               | Evaluation patterns: accuracy, agent-as-judge, performance, and reliability.  |
| [Integrations](/examples/integrations/overview) | External platforms: observability, RAG integrations, Discord, and more.       |
| [Components](/examples/components/overview)     | Save and load agents, teams, and workflows to/from databases.                 |