AgentChat

AgentChat is a high-level API for building multi-agent applications. It is built on top of the autogen-core package. For beginner users, AgentChat is the recommended starting point. For advanced users, autogen-core's event-driven programming model provides more flexibility and control over the underlying components.

AgentChat provides intuitive defaults, such as Agents with preset behaviors and Teams with predefined multi-agent design patterns.

::::{grid} 2 2 2 2 :gutter: 3

:::{grid-item-card} {fas}download;pst-color-primary Installation :link: ./installation.html :link-alt: Installation: How to install AgentChat

How to install AgentChat :::

:::{grid-item-card} {fas}rocket;pst-color-primary Quickstart :link: ./quickstart.html :link-alt: Quickstart: Build your first agent

Build your first agent :::

:::{grid-item-card} {fas}school;pst-color-primary Tutorial :link: ./tutorial/index.html :link-alt: Tutorial: Step-by-step guide to using AgentChat, learn about agents, teams, and more

Step-by-step guide to using AgentChat, learn about agents, teams, and more :::

:::{grid-item-card} {fas}wrench;pst-color-primary Custom Agents :link: ./custom-agents.html :link-alt: Custom Agents: Create your own agents with custom behaviors

Create your own agents with custom behaviors :::

:::{grid-item-card} {fas}sitemap;pst-color-primary Selector Group Chat :link: ./selector-group-chat.html :link-alt: Selector Group Chat: Multi-agent coordination through a shared context and centralized, customizable selector

Multi-agent coordination through a shared context and centralized, customizable selector :::

:::{grid-item-card} {fas}dove;pst-color-primary Swarm :link: ./swarm.html :link-alt: Swarm: Multi-agent coordination through a shared context and localized, tool-based selector

Multi-agent coordination through a shared context and localized, tool-based selector :::

:::{grid-item-card} {fas}book;pst-color-primary Magentic-One :link: ./magentic-one.html :link-alt: Magentic-One: Get started with Magentic-One

Get started with Magentic-One :::

:::{grid-item-card} {fas}sitemap;pst-color-primary GraphFlow (Workflow) :link: ./graph-flow.html :link-alt: GraphFlow: Multi-agent workflows through a directed graph of agents.

Multi-agent workflows through a directed graph of agents. :::

:::{grid-item-card} {fas}brain;pst-color-primary Memory :link: ./memory.html :link-alt: Memory: Add memory capabilities to your agents

Add memory capabilities to your agents :::

:::{grid-item-card} {fas}file;pst-color-primary Logging :link: ./logging.html :link-alt: Logging: Log traces and internal messages

Log traces and internal messages :::

:::{grid-item-card} {fas}save;pst-color-primary Serialize Components :link: ./serialize-components.html :link-alt: Serialize Components: Serialize and deserialize components

Serialize and deserialize components :::

:::{grid-item-card} {fas}code;pst-color-primary Examples :link: ./examples/index.html :link-alt: Examples: Sample code and use cases

Sample code and use cases :::

:::{grid-item-card} {fas}truck-moving;pst-color-primary Migration Guide :link: ./migration-guide.html :link-alt: Migration Guide: How to migrate from AutoGen 0.2.x to 0.4.x.

How to migrate from AutoGen 0.2.x to 0.4.x. ::: ::::

{toctree}

:maxdepth: 1
:hidden:

installation
quickstart
migration-guide

{toctree}

:maxdepth: 1
:hidden:
:caption: Tutorial

tutorial/index
tutorial/models
tutorial/messages
tutorial/agents
tutorial/teams
tutorial/human-in-the-loop
tutorial/termination
tutorial/state

{toctree}

:maxdepth: 1
:hidden:
:caption: Advanced

custom-agents
selector-group-chat
swarm
magentic-one
graph-flow
memory
logging
serialize-components
tracing

{toctree}

:maxdepth: 1
:hidden:
:caption: More

examples/index