Overview of the AutoGen Framework
AutoGen is an open source multi-intelligent body dialog framework developed by a team of Microsoft researchers to simplify the process of building Large Language Model (LLM) applications. The framework significantly improves the performance and flexibility of LLM applications by modeling the collaborative dialog mechanism between multiple intelligences and decomposing complex tasks into workflows that are processed collaboratively by multiple intelligences.
core functionality
- Multi-Intelligence Collaboration: Support for 2 to dozens of AI agents to collaboratively solve tasks through dialogs
- Human participatory mechanisms: Allow for the introduction of human feedback and guidance during dialogues
- Tool integration capabilities: Intelligentsia can directly invoke external tools such as code executors, search engines, etc.
- Modular ArchitectureLayered design (Core+AgentChat) to meet different development needs.
- Wide range of application scenarios: applicable to a wide range of fields such as mathematical solving, programming assistance, supply chain optimization, etc.
The latest 0.4 release features a completely rewritten asynchronous message-driven architecture that provides greater scalability and customization flexibility.
This answer comes from the articleAutoGen: A Multi-Intelligent Body Dialog Framework Developed by MicrosoftThe
May not be reproduced without permission:AI productivity tools " What is the AutoGen Framework? What are its core functions?
