Hello everyone, I am Xuan Jie. Before we start the main content, let me promote myself a bit. The Spring Festival is approaching, to give back to the support of my fans, the “3-Day AI Agent Project Practical Live Training Camp” originally priced at 199 yuan, is now directly reduced to 19 yuan, and today … Read more
In the future AI society, not only will there be project bidding and demand customization, but there may even emerge an Agent “talent market”. Clients can evaluate and select Agents just as they would human employees, choosing the most suitable Agent to “take up the post”, ushering in a brand new era of intelligent collaboration. … Read more
Click 👇🏻 to follow, the article is from 🙋♂️ Friends who want to join the community can see the method at the end of the article to join the group for communication. “ In the future AI society, there will not only be project bidding and demand customization, but there may even be an Agent … Read more
Course Introduction This course lasts about 2 hours and introduces multi-agent development based on Microsoft’s AutoGen framework, exploring a new world of large model applications. With the development of large models, generative AI is likely to become an important branch of future technology. AI Agents can make autonomous decisions, perceive changes in the environment, call … Read more
Author: Raunak Jain March 18, 2024 Translator: Chen Zhiyan Proofreader: zrx This article is approximately 3500 words long and is suggested to be read in 10 minutes. How to build a flow-configurable compound artificial intelligence system using open-source tools. In the previous section, we introduced what a compound artificial intelligence system is, its system components, … Read more
Source: Deep Graph Learning and Large Model LLM This article is approximately 3500 words long and is recommended for a 9-minute read. It delves into the development of Retrieval-Augmented Generation (RAG), from basic concepts to the latest technologies. 4. Overview of Existing RAG Frameworks Agent-Based RAG A new agent-based Retrieval-Augmented Generation (RAG) framework employs a … Read more
Hello everyone, I am Xuan Jie. Before we start the main content, let me advertise myself. The Spring Festival is coming soon, to give back to the support of my fans the original price of the “3-Day AI Agent Project Practical Live Training Camp” is 199 yuan, now directly reduced to 19 yuan, today we … Read more
OpenAI open-sourced an educational multi-agent collaboration framework called Swarm in October 2024. This article starts from the source code of Swarm, gradually introducing how to write a similar multi-agent framework and illustrating how agents can enhance business quality and efficiency through six application cases. Table of Contents: Agent Class Response Class Result Class Swarm Class … Read more
As one of the earliest LLM application development frameworks alongside LangChain and LlamaIndex, Microsoft’s AutoGen has undergone a complete redesign and restructuring after a series of personnel changes last year, launching the completely revamped AutoGen 0.4 version (the previous version was 0.2), with the latest stable version 0.4.2 released in early 2025. You may have … Read more
This article introduces a practical project that uses LangGraph to develop a RAG research multi-agent tool. This tool is designed to solve complex problems that require multiple sources and iterative steps to arrive at a final answer. It employs hybrid search and Cohere reordering steps to retrieve documents, and also includes a self-correction mechanism, including … Read more