In-Depth Analysis of Agent Frameworks: AutoGen, CrewAI, LlamaIndex, and LangChain

In-Depth Analysis of Agent Frameworks: AutoGen, CrewAI, LlamaIndex, and LangChain

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

Learning AI Agents Through Crew AI’s Rise

Learning AI Agents Through Crew AI's Rise

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

Trends in AI Agent Workflows: Full Transcript of Andrew Ng’s Speech

Trends in AI Agent Workflows: Full Transcript of Andrew Ng's Speech

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

Demystifying AI Agents: Insights and Applications

Demystifying AI Agents: Insights and Applications

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

Understanding Agentic RAG: AI-Driven Retrieval Augmentation

Understanding Agentic RAG: AI-Driven Retrieval Augmentation

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