AutoGen
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Open Source
Facilitates the development of next-generation large language model applications and multi-agent workflows.
About
AutoGen is an open-source programming framework developed by Microsoft Research for building AI agents and enabling cooperation among multiple agents to solve tasks. It provides a multi-agent conversation framework as a high-level abstraction, simplifying the orchestration, automation, and optimization of complex LLM workflows. AutoGen supports diverse conversation patterns, including autonomous and human-in-the-loop workflows, and integrates LLMs, tools, and human inputs to maximize performance and address LLM limitations.
Features
- Multi-Agent Conversation Framework: Provides a high-level abstraction for building LLM workflows involving multiple agents.
- Customizable Agents: Supports agents powered by LLMs, tools, humans, or combinations thereof.
- Diverse Conversation Patterns: Enables complex workflows with various conversation autonomy and agent interaction topologies.
- Enhanced LLM Inference & Optimization: Offers APIs to improve inference performance and reduce costs.
- Open-Source Collaboration: Encourages community contributions and transparency.
Tags
LLM Applications
Multi-Agent Workflows
AI Framework