[11] Multi-agent Conversation Framework | AutoGen [12] github.com/Farama-Found [13] The Rise and Potential of Large Language Model Based Agents: A Survey [14] Generative Agents: Interactive Simulacra of Human Behavior [15] Humanoid Agents: Platform for Simulating Human-like Generative Agents [...
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Frameworkarxiv.org/abs/...
AutoGen应该说是2023年最成功的Multi-Agent的Framework之一,为了减少开发人员跨各个域创建复杂LLM应用程序所需的工作量,AutoGen的一个核心设计原则是精简和使用多智能体对话来整合多智能体工作流。这种方法还旨在最大限度地提高实现的可重用性agents。本节介绍AutoGen的两个关键概念:conversable agents和conversation programming。
We present AutoGen, an open-source framework that allows developers to build LLM applications by composing multiple agents to converse with each other to accomplish tasks. AutoGen agents are customizable, conversable, and can operate in various modes that employ combinat...
由于这个方向的工作与类型太多，我在这里只写出我比较感兴趣的framework类型的工作。
The multi-agent framework described here allows each agent to track multiple agents in conversation, decide behavior based on group patterns, query for and share information appropriately, and model other agents' minds. The framework is based on the notion of pa...
Add Multi-AgentConversationFramework.png Aug 22, 2024 README.md Add ai ppt agent Nov 18, 2024 aippt_agent.py Add ai ppt agent Nov 18, 2024 autogen_class_refs.pdf Add autogen_class_refs.pdf Aug 12, 2024 autogen_class_show.png Add autogen_class_refs.pdf Aug 12, 2024 get_weather_async...
[ AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation ] [ PDF LINK] [ Chain of Agents: Large Language Models Collaborating on Long-Context Tasks] [PDF LINK ] [ CulturePark: Boosting Cross-cultural Understanding in Large Language Models] [PDF LINK] [ Constitutional AI:...
This agent type seems to be specialized for scenarios where the agent's behavior needs to adhere to specific constraints or rules defined in a dictionary or through a structured prompt.(本文中省略...)While both agents are capable of holding a conversation, the `DialogAgent` is more versatile ...
a他正在和一个七岁的男孩儿谈话 He and a seven year-old boy conversation[translate] aThe next major figure from this golden age of Chinese mathematics was Yang Hui (about 1238 - about 1298). 正在翻译,请等待...[translate] aThe Proposed Multi-agent Framework 提出的多代理框架[translate]...