核心区别之处：MultiAgents更强调智能间协作，擅长复杂推理和动态协调）Agent-tools更注重现成功能调用（如...
def create_agent(llm, tools, system_message: str): """Create an agent.""" prompt = ChatPromptTemplate.from_messages( [ ( "system", "You are a helpful AI assistant, collaborating with other assistants." " Use the provided tools to progress towards answering the question." " If you are...
4.2.4 Human-agent Collaboration: Ontology and Framework for Designing Adaptive Human-agent Collaboration ArchitecturesAgent-based systems are continuing to gain in popularity as agent design tools and agent communication languages continue to mature. Today, agents have begun to play a variety of roles ...
2. Tools的设计和开发很重要，重要过卷基础模型：LLM的预训练对数据和算力要求都极高，对资源消耗巨大...
prompt = prompt.partial(tool_names=", ".join([tool.name for tool in tools])) return prompt | llm.bind_tools(tools) ``` ## 定义工具 我们也可以定义一些未来Agent会用到的工具 ```Bash from typing import Annotated from langchain_community.tools.tavily_search import TavilySearchResults ...
4.Multiagent Collaboration（多智能体合作）最后一个设计模式是，多Agent合作，可能听起来很奇特，但是效果可能比你想象中的好。这涉及到使用多个LLMs来共同完成任务，多个AI Agent 之间的合作能够带来更加丰富和多样的输入，与此同时，模拟出一个更加接近真实工作环境的场景，这使得不同的AI Agent在同一任务中以不同...
工具(Tools):在AI智能体的背景下,工具代表模型可以调用的任何功能。它们允许智能体通过拉取或推送信息与外部数据源进行交互。以专业合同撰写智能体为例,该智能体被赋予了一个明确的角色个性,详细说明了撰写者的角色定位以及其需要完成的各类任务。此外,为了辅助合同撰写智能体更高效地工作,还为其配备了一系列的工具。
PraisonAI application combines PraisonAI Agents, AutoGen, and CrewAI into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human–agent collaboration. Key Features 🤖 Automated AI Agents Creation 🔄 Self Reflection AI Agents...
多智能体协作系统（Multi-Agent Collaboration Systems，MACS）是一种特殊的多智能体系统，其目标是使多个智能体能够有效地协作，以实现一些超出单个智能体能力范围的任务。Agent可以以协作或竞争的方式相互交互。这使他们能够通过团队合作或对抗性互动来实现进步。在这些系统中，Agent可以共同完成复杂的任务或相互竞争以提高...
Agent productivity tools Copilot in Customer Service Analytics dashboards and insights Service scheduling Report issues in Omnichannel for Customer Service Share feedback in Customer Service Known issues in Customer Service and Omnichannel for Customer Service Responsible AI Resources Administer Dynamics 365...