Professor Andrew Ng recently shared his views on Agents at the Sequoia AI Summit. Although some media outlets have reported on this, they sacrificed accuracy for the sake of timeliness by using machine translation, which increased unnecessary reading barriers. The Agent Universe has reorganized and translated a version that retains Professor Ng’s original intent while … Read more
In today’s rapidly evolving technological landscape, artificial intelligence (AI) agents have become key tools for optimizing workflows, improving efficiency, and reducing labor costs. Recently, Google released a white paper on AI Agents, and industry insiders have even directly defined 2025 as the era of Agents. Recently, I tried Crew.ai, an advanced AI agent platform that … Read more
The recently released “Agent White Paper” has sparked widespread attention. https://www.kaggle.com/whitepaper-agents Chinese Version https://arthurchiao.art/blog/ai-agent-white-paper-zh/ This report delves into the concept, capabilities, and future development of AI agents. However, amidst the excitement, we have also discovered some misconceptions about agents. Today, we will discuss five areas regarding AI agents that are most easily misunderstood, based on … Read more
The unprecedented capabilities of foundational models have opened the door to developing previously unimaginable AI agent applications. These new capabilities finally enable us to develop autonomous, intelligent agents that can serve as our assistants, colleagues, and coaches. They can help us create websites, collect data, plan trips, conduct market research, manage customer accounts, automate data … Read more
Hello everyone, I am Xuan Jie. Before we start the main content, let me promote myself. The New Year is approaching, to give back to the support of my fans, the original price of 199 yuan for the “3-Day AI Agent Project Practical Live Training Camp”, is directly reduced to 19 yuan, and today we … Read more
In previous days, we introduced various capabilities for the Agent, including integration with local knowledge bases, database queries, and simple functions. The details are as follows: Learn AI Agent Development in 11 Days, Day 5: Integrating RAG with Agent. Learn AI Agent Development in 11 Days, Day 4: Creating Agent with Llama-index. Learn AI Agent … Read more
In recent years, the technology of Retrieval-Augmented Generation (RAG) has gained significant attention in the field of artificial intelligence. However, as demands have become more complex, traditional RAG has shown limitations in handling multi-step reasoning and external tool calls. To address this, Agentic RAG has emerged as an upgraded version of RAG, showcasing more powerful … Read more
Since April, I have been tracking the development of security startups, particularly in the areas related to agents and agent workflows. At that time, there were only a handful of security companies researching the concept of agents and making tangible progress. In just over six months, I have seen a significant increase in newly established … Read more
This article mainly introduces the seven most common RAG architectures and the latest Agentic RAG. Most Popular RAG Architectures Naive RAG: The most basic architecture, which includes a simple document retrieval, processing, and response generation process. Retrieve-and-rerank: Adds a reranking step on top of the basic RAG, which can optimize the relevance of retrieval results. … Read more
Hello everyone, I am Xuan Jie. Before we dive into the main content, let me promote myself a bit. The New Year is approaching, to give back to the support from 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 … Read more