AutoGen
AutoGen is a multi-agent conversation framework from Microsoft that allows multiple LLM agents to collaborate and solve tasks through automated chat. It supports customizable agent behaviors, human-in-the-loop interaction, and code execution sandboxing.
4 Steps
- 1
Install AutoGen: Install the AutoGen library using pip. This will give you the necessary tools to create and manage multi-agent conversations.
- 2
Create an Assistant Agent: Define an assistant agent. This agent will be responsible for assisting with tasks, answering questions, and providing support. Customize its system message to define its role and capabilities.
- 3
Create a User Proxy Agent: Define a UserProxyAgent. This agent acts as a proxy for the user, executing code, retrieving information, and interacting with the assistant agent. Set `human_input_mode` to "ALWAYS" to require human approval before code execution.
- 4
Initiate the Conversation: Start the conversation between the user proxy agent and the assistant agent. Provide a task or question to the user proxy, which will then interact with the assistant to find a solution.
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