Introduction In the field of artificial intelligence, Retrieval-Augmented Generation (RAG) systems have become common tools for handling simple queries and generating contextually relevant responses. However, with the growing demand for more complex AI applications, we need to go beyond these retrieval-capable systems. Thus, AI agents have emerged—these autonomous entities can perform complex multi-step tasks while … Read more
The following article is sourced from WeChat public account: PaperAgent Author: PaperAgent Link: https://mp.weixin.qq.com/s/n-TuvbrBsiEHP64BRMdXHQ This article is for academic sharing only. If there is any infringement, please contact the backend for deletion. Introduction In 2025, “Agentic systems” will become a technical focus, and Agents will enter a new stage. This article explores the technology stack … Read more
21CTO Guide: AWS has launched a new privatized AIGC product. Background AWS has just announced a new artificial intelligence product, the preview feature of Amazon Bedrock. Bedrock is a solution for building generative AI applications using foundational models. Amazon Bedrock is an innovative technology within Amazon Web Services (AWS) that opens up cutting-edge technology in … Read more
The previous article introduced the basic concepts, mainstream architectures, and application frameworks of AI Agents. In this article, we begin to review the AI Agents of 2024, starting with the well-known best practices from Anthropic: Building Effective Agents. For the original text, see [1]. This article summarizes the main content. Over the past year, Anthropic … Read more
1. Concept of Intelligent Agents What is an intelligent agent? The answer given by LLM is as follows: An agent, also known as an intelligent agent, is an important concept in the field of artificial intelligence. It is an entity capable of autonomously understanding, planning decisions, and executing complex tasks. Intelligent agents can perceive their … Read more
This year, the Sequoia AI Ascent 2024 conference explored many aspects of AI. In a previous article titled ‘Sequoia AI Conference: One of the Biggest Opportunities in AI is Replacing Services with Software,’ we shared insights from Sequoia partners Sonya Huang, Pat Grady, and Konstantine Buhler on the current state of AI. In today’s article, … Read more
Today, we will talk about AI Agents. It is the most important concept you cannot miss in 2024. No fluff, let’s get straight to the point. From the chart above, we can see that there are already many AGENT products available internationally. The essence of this chart is its ecological structure; to understand it, you … Read more
Click belowCard to follow “AI Generates Future“ How long does it take to develop a voice agent application prototype? 3 days? 5 days? OpenAI just shared a multi-level advanced AI agent developed based on the Realtime API, taking only 20 minutes! OpenAI has publicly released the source code on GitHub. Although it is just a … Read more
How long does it take to develop a voice agent application prototype? 3 days? 5 days?, OpenAI just shared a multi-level advanced AI Agent developed based on the Realtime API, taking only 20 minutes! OpenAI has made the source code public on GitHub. Although it is just a demo, it quickly surpassed 1200 stars, especially … Read more
Letta is a company focused on AI agents, providing open-source tools and cloud services to help developers build, deploy, and manage AI agents with memory and tool-calling capabilities. Original text: https://www.letta.com/blog/ai-agents-stack (Translated by ChatGPT) Understanding the Ecosystem of AI Agents While there are many maps of agent technology stacks and markets available, we often disagree … Read more