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Artificial Intelligence•November 2, 2023•9 min read

AutoGen: Multi-Agent Conversation Framework

AutoGen enables multi-agent conversations with customizable agent behaviors.

#autogen#multi-agent#conversation#microsoft

AutoGen from Microsoft Research enables multi-agent conversations. Agents have configurable behaviors. Human-in-the-loop supported naturally. Code execution within agent workflows.

Agent Types

AssistantAgent powered by LLMs. UserProxyAgent represents human input. Custom agents for specific behaviors. GroupChat manages multi-agent conversations.

  • Configure assistant agents with system messages
  • Use user proxy for human interaction
  • Enable code execution for programming tasks
  • Set up group chat for multi-agent discussion
  • Customize termination conditions

Conversation Patterns

Two-agent conversations for simple tasks. Group chat for complex collaboration. Sequential chats for pipelines. Nested chats for hierarchical workflows.

Tags

autogenmulti-agentconversationmicrosoftai