| # | Example | What You’ll Learn |
|---|---|---|
| 01 | Agent with Tools | Give an agent tools to fetch real-time data |
| 02 | Agent with Structured Output | Return typed Pydantic objects instead of free-form text |
| 03 | Agent with Typed Input and Output | Full type safety on both input and output |
| 04 | Agent with Storage | Persist conversations across runs with session management |
| 05 | Agent with Memory | Remember user preferences across sessions |
| 06 | Agent with State Management | Track, modify, and persist structured state |
| 07 | Agentic Search over Knowledge | Load documents into a knowledge base and search with hybrid search |
| 08 | Custom Tool for Self-Learning | Write your own tools and add self-learning capabilities |
| 09 | Agent with Guardrails | Add input validation, PII detection, and prompt injection checks |
| 10 | Human in the Loop | Require user confirmation before executing tools |
| 11 | Multi-Agent Team | Coordinate multiple agents by organizing them into a team |
| 12 | Sequential Workflow | Sequentially execute agents, teams, and functions in a pipeline |
| 13 | Agent OS | Start a web interface for interacting with all your agents |
Basics
Quickstart
Build your first agent with tools, structured output, memory, knowledge, guardrails.
This guide walks through the basics of building Agents with Agno. Each example builds on the previous one, from a simple agent with tools to multi-agent teams and workflows.