Written by | Xu Muxin In the late 19th century, a health product known as snake oil emerged in the United States, claiming to cure all ailments and prolong life, thus becoming a fad. This so-called miracle drug also has a localized version in China. In the movie “The Piano in a Factory”, there is … Read more
Source | AI Researcher Introduction This article showcases the application of large language models (LLMs) in real work through the personal experience of Nicholas Carlini and discusses how AI technology is changing our work methods and enhancing productivity. Table of Contents: 1. Nuances 2. My Background 3. How to Utilize Language Models 4. Evaluating the … Read more
Hey everyone! This is a channel focused on AI agents~ How long do you think it takes to develop a voice agent application prototype? 3 days? 5 days? Today, OpenAI provided an answer: 20 minutes! That’s right, just yesterday, OpenAI officially released a multi-level advanced AI Agent reference implementation based on the Realtime API. This … Read more
Content Source: https://cookbook.openai.com/examples/orchestrating_agents https://github.com/openai/swarm?tab=readme-ov-file AI Multi-agent Concept and Origins When using language models, achieving stable performance usually only requires a good prompt and the right tools. However, things can get tricky when dealing with many unique processes. Basic Concepts: 1.Routines: The concept of a routine is not strictly defined, but is intended to capture the … Read more
Quick Overview:This article lists the pros and cons of five major multi-agent AI frameworks: AutoGen (Microsoft), LangGraph (LangChain), CrewAI, OpenAI Swarm (OpenAI), and Magentic-One (Microsoft), and explains which agent framework excels in different usage scenarios. Editor’s Note: The current development of AI technology is advancing rapidly, and multi-agent frameworks are emerging like mushrooms after rain. … Read more
This edition of Baiyang Compilation Station presents an article by Yi Zhang published on Medium titled “Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm” (Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm). Autonomous agents powered by large language models (LLMs) have experienced ups and downs. From the … Read more
Author: Chen Dihao — Senior Engineer at SF Technology AI Platform Responsible for AI and large model infrastructure functions at SF Group, previously served as platform architect at Fourth Paradigm and PMC for OpenMLDB project, and has been an architect for Xiaomi’s cloud deep learning platform and head of storage and container team at USTC. … Read more
With the rapid development of artificial intelligence technology, multi-agent systems have gradually become a new favorite for research and application. OpenAI’s Swarm tool undoubtedly injects strong momentum into this field. Today, I will share my insights on using Swarm to develop multi-agent applications, helping you easily master this revolutionary tool. 1. Introduction to OpenAI Swarm … Read more
How to manage personal knowledge in the AI era? Quivr gives us a glimpse. Today, we introduce an open-source software for personal knowledge management using AI: Quivr. GitHub link: https://github.com/QuivrHQ/quivr Its cloud-deployed product: https://quivr.app/ Product Slogan 🚀 The official slogan of Quivr is “Your GenAI Second Brain,” emphasizing that this project provides users with a … Read more
Today, Microsoft released the Phi3 model, which achieves results comparable to Mixtral-8x7B with a compact size of 3.8B, causing quite a stir in the community. Teacher Fuyao exclaimed, “Cannot compare to Li Jie!” A while ago, I tried to finetune the Phi2 model, and to be honest, the results were not very ideal. The default … Read more