> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Examples

> 2000+ examples covering 40+ models, 100+ tools and 18 vector databases.

The Agno [cookbook](https://github.com/agno-agi/agno/tree/main/cookbook) contains 2000+ production-ready examples that showcase the full breadth of Agno. From simple agents to complex multi-agent systems with memory, knowledge, reasoning, and learning.

## By the Numbers

| Category | Count | Highlights |
| :- | :- | :- |
| Examples | 2000+ | Agents, teams, workflows, knowledge, RAG |
| Model Providers | 40+ | OpenAI, Anthropic, Google, Groq, Mistral, local models |
| Tools | 100+ | MCP, search, data, communication, AI/media, dev tools |
| Storage Backends | 13 | PostgreSQL, SQLite, MongoDB, MySQL, Redis, DynamoDB |
| Vector Databases | 18 | PgVector, Pinecone, Qdrant, Weaviate, Milvus, Chroma |

## Quickstart

| Section | Description |
| - | - |
| [Basics](https://agno-v2.mintlify.site/examples/basics/overview.md) | Your first agents with storage, memory, knowledge, guardrails, HITL and more. |

## Primitives

| Section | Description |
| - | - |
| [Agents](https://agno-v2.mintlify.site/examples/agents/overview.md) | Agent patterns: tools, storage, memory, knowledge, learnings, guardrails, multimodal, learning, HITL, hooks, skills and more. |
| [Teams](https://agno-v2.mintlify.site/examples/teams/overview.md) | Multi-agent coordination: modes, structured I/O, human-in-the-loop, knowledge, guardrails, dependencies and more. |
| [Workflows](https://agno-v2.mintlify.site/examples/workflows/overview.md) | Workflow orchestration: sequential, conditional, parallel, loops, branching, and CEL. |

## Context

| Section | Description |
| - | - |
| [Storage](https://agno-v2.mintlify.site/examples/storage/overview.md) | Database backends: PostgreSQL, MongoDB, SQLite, MySQL, Redis. |
| [Knowledge](https://agno-v2.mintlify.site/examples/knowledge/overview.md) | Vector databases, embedders, readers, chunking, filters, and search. |
| [Memory](https://agno-v2.mintlify.site/examples/memory/overview.md) | User memory persistence across runs, sessions, and agents. |
| [Learning](https://agno-v2.mintlify.site/examples/learning/overview.md) | Agents that learn, adapt, and improve from interactions. |

## Models

| Section | Description |
| - | - |
| [Models](https://agno-v2.mintlify.site/examples/models/overview.md) | 40+ LLM providers: OpenAI, Anthropic, Google and more. |

## Tools

| Section | Description |
| - | - |
| [Tools](https://agno-v2.mintlify.site/examples/tools/overview.md) | 100+ built-in tools: MCP, custom tools, search, data, communication, AI/media. |

## More

| Section | Description |
| - | - |
| [Agent OS](https://agno-v2.mintlify.site/examples/agent-os/overview.md) | AgentOS: clients, interfaces, databases, middleware, scheduling, and tracing. |
| [Reasoning](https://agno-v2.mintlify.site/examples/reasoning/overview.md) | Chain-of-thought reasoning with agents, models, tools, and teams. |
| [Evals](https://agno-v2.mintlify.site/examples/evals/overview.md) | Evaluation patterns: accuracy, agent-as-judge, performance, and reliability. |
| [Integrations](https://agno-v2.mintlify.site/examples/integrations/overview.md) | External platforms: observability, RAG integrations, Discord, and more. |
| [Components](https://agno-v2.mintlify.site/examples/components/overview.md) | Save and load agents, teams, and workflows to/from databases. |


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