👀AutoGen
AutoGen
AutoGen is an open-source framework developed by the Microsoft Research team, focusing on simplifying the creation and management of multi-agent systems, particularly for Large Language Model (LLM) applications. It provides a unified multi-agent dialogue framework that enables multiple agents to collaborate through conversation to solve complex tasks.
Features of AutoGen:
Multi-agent Collaboration: AutoGen supports dialogue interaction between multiple agents, allowing them to collaboratively handle complex tasks. These agents can be customized entities integrating LLMs, tools, or human input, capable of flexibly addressing various needs.
Workflow Customization: Developers can customize agents according to specific requirements, creating intelligent entities with specific functionalities. This modular design enables developers to build diverse LLM applications suitable for different domains.
Dynamic Dialogue Mode: AutoGen supports dynamic dialogue mechanisms, allowing agents to flexibly adjust based on real-time conversation content. This feature is particularly suitable for handling interaction scenarios in complex applications that cannot be preset.
Human-Machine Collaboration: AutoGen supports human participation mechanisms, incorporating human feedback at crucial points to optimize decision-making processes through configurable human input modes.
Integration and Extensibility: AutoGen is equipped with modules such as model, skill, and agent, enabling seamless integration with various tools and APIs, allowing developers to easily access external resources. Additionally, users can flexibly extend and combine different agents to meet specific needs.
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