AI Agents are considered by many to be the future direction of large model development. Previously, Lilian Weng, head of OpenAI’s safety team, published a detailed blog introducing AI autonomous agent robots, which attracted a lot of attention. Released in July, MetaGPT is a brand new AI Agent project that provides an automated agent framework … Read more
Click the “Blue Word” to Follow Us In today’s rapidly evolving AI field, building Agents (Which Multi-Agent Framework is Better? A Deep Dive into Five Popular Options) has become an important means of achieving automation and decision optimization. LangGraph, as a powerful tool, provides developers with an intuitive and efficient way to build AI Agents … Read more
Andrew Ng recently said in his public lecture: I believe that AI Agent workflows will drive significant advances in artificial intelligence this year, possibly surpassing the next-generation foundational models. This is an important trend, and I urge everyone working in AI to pay attention to it. Coupled with the four paradigms for implementing Agent workflows … Read more
CrewAI The logo of CrewAI, two people rowing[1] 🤖 A cutting-edge framework for autonomous AI agents orchestrating role-playing. By facilitating collaborative intelligence, CrewAI enables agents to work seamlessly together and tackle complex tasks. •Why Choose CrewAI[2]•Getting Started[3]•Key Features[4]•Examples[5]•Local Open Source Models[6]•CrewAI x AutoGen x ChatDev[7]•Contributions[8]•💬 CrewAI Discord Community[9]•Hiring Consulting[10]•License[11] [12]Why Choose CrewAI? There are many … Read more
This article provides a clear visualization to help you understand which framework or tool to choose for your business use case when developing “Agent applications”. Introduction In the rapidly evolving field of artificial intelligence, a new paradigm is emerging that promises to revolutionize the way we interact with and utilize AI systems: AI Agents. These … Read more
The rapid development of AI technology is reshaping the business landscape at an unprecedented pace, and AI Agents, as the next generation of intelligent automation tools, are gradually becoming the core force of innovative companies. In this article, we will explore how to utilize AI Agents to build an AI-driven company and take a detailed … Read more
This is the 461st original article by Chaozi. The combination of AI agents and large models opens up vast possibilities. Recent research on AI has led us to a key value point: building an agent tailored to you and your industry. I shared these research thoughts with some friends and realized I still hadn’t explained … Read more
Source | BLUES, Intelligent Gorilla This article is the speech given by Andrew Ng in March this year, titled “Agentic Reasoning”, which explains the trends in AI agent workflows. This article translates AI agents as AI proxies. This article is for academic/technical sharing only. If there is any infringement, please contact us to delete the … Read more
Welcome to the 22nd session of the Demystifying AI course! Today, we will explore the mysteries of AI Agents, understanding their development history, core capabilities, and future trends. AI Agents, also known as intelligent agents, are gradually changing the way we live and work. Let’s take a look at how they work! 1. Development History … Read more
Despite Retrieval-Augmented Generation (RAG) dominating in 2023, agentic workflows bring significant advancements in 2024. The application of AI agents opens up new possibilities for developing more powerful, robust, and versatile applications driven by large language models (LLMs). One possibility is to leverage AI agents in agentic RAG pipelines to enhance RAG processes. This article will … Read more