python ai-agents large-language-models generative-ai llm-agents crewai groq-api agentic-framework llama3-70b-8192 agentic-workflow multi-agent-llms Updated Jun 6, 2024 Jupyter Notebook Mehdi-Letafati / multi-agent-workflows-from-scratch Star 1 Code Issues Pull requests Multi-agent workflows...
We surpport using α-UMi with the RapidAPI simulator implemented by the ToolBench team (github), the codes are in ./ToolBench-multiLLM. To do so, you should first fill out the form to request a Toolbench Key from Toolbench team. Then you can begin to run the simulator with the trai...
Github 链接:github.com/multi-agent- 背景知识:什么是 LLM 智能体和多智能体系统 (MAS)? 在我们深入探讨失败原因之前,先快速了解一下关键概念: 1.大型语言模型 (LLM): 可以将其理解为一个极其强大的“大脑”,通过在海量文本数据上训练,学会了理解和生成人类语言,甚至具备一定的推理、规划能力。 2.LLM 智能体...
下面以 AutoGen 为例进行讨论,AutoGen 可以看作一个框架,其允许多个 LLM agent 通过聊天来解决任务。LLM agent 可以扮演各种角色,如程序员、设计师,或者是各种角色的组合,对话过程就把任务解决了。不仅如此,AutoGen 是可定制的、可对话的,并且允许人类参与。AutoGen 的运作方式包括借助 LLM 完成任务、人类输入和各种...
LLM-based Multi-Agent System 2 1.背景介绍 2.核心概念与联系 2.1 语言模型(LLM) 2.2 多智能体系统(MAS) 2.3 LLM与MAS的结合 3.核心算法原理具体操作步骤 3.1 LLM的训练与优化 3.2 MAS的设计与实现 3.3 LLM与MAS的集成 4.数学模型和公式详细讲解举例说明 ...
LLM-Powered Agent作为探索人工通用智能的途径之一,阿里云和魔搭社区联合举办Create@AI创客松,邀请创作者、开发者探索基于多智能体的人机协作模式,并提供资源支持和专家指导,获奖者更有近5W现金奖励以及共计6亿次千问调用额度,欢迎报名参加。 报名入口:https://startup.aliyun.com/special/aihackathon4 ...
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 combi...
Multi-Agent LLM System for Blogging using Crew AILarge Language Models (LLMs) have revolutionized the field of Natural Language Processing (NLP) in recent years. The models, such as GPT4,Llama, BERT, RoBERTa, and XLNet, are trained on vast amounts of text data and can perform a wide ran...
基于大语言模型(LLM)和多智能体(Multi-Agent),探究AI写小说能力的边界. Contribute to kekewind/AI_Gen_Novel development by creating an account on GitHub.
agentA调用LLM,基于指令执行动作,获取输出message。 将输出message更新到公共环境中。 下面的部分我们将简单介绍现有的三个multi-agent框架,并对它们进行简单的比较。 multi-agent框架分析 MetaGPT 相关资料 代码repo:https://github.com/geekan/MetaGPT 论文:https://arxiv.org/pdf/2308.00352.pdf ...