1. Chatting If there is one industry that feels the most threatened by the arrival of AI, I believe e-commerce customer service should be on the list. Currently, platforms like Taobao and JD.com primarily use AI customer service for replies, only resorting to human agents if customers are dissatisfied, thus achieving cost reduction and efficiency … Read more
With the rapid development of large model technology, agent technology is increasingly applied in various fields, profoundly changing people’s work and lifestyle. In complex and dynamic system environments, multiple agents complete complex tasks that a single agent cannot accomplish through division of labor and collaboration. This article explores the comprehensive application of LangGraph and CrewAI. … Read more
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
Follow Us to Stay Updated CrewAI: A Powerful Framework for Orchestrating Autonomous AI Agents In today’s rapidly developing AI landscape, enabling multiple AI agents to collaborate efficiently on complex tasks has become a significant challenge. CrewAI, as an emerging Python framework, perfectly addresses this issue – it allows multiple AI agents to work together like … Read more
Introduction: Can AI Agents Team Up to Fight Monsters? Imagine multiple AI agents working together like a superhero team to solve complex problems. This is no longer science fiction, but a reality with CrewAI. What is CrewAI? CrewAI is a cutting-edge framework for coordinating role-playing, autonomous AI agents. It allows multiple AI agents to collaborate … Read more
Forget LangChain, CrewAI, and AutoGen — Try This Framework, Never Look Back In the rapidly evolving field of AI, developers are inundated with frameworks and tools that promise to simplify development… Frameworks like LangChain, CrewAI, and AutoGen have gained popularity by providing high-level abstractions for building AI systems. However, many developers (myself included) find that … Read more
In the rapidly evolving field of AI, the ability to provide accurate, context-aware responses to user queries is a game changer. Retrieval-Augmented Generation (RAG) is a powerful paradigm that combines the retrieval of relevant information from external sources with the generative capabilities of large language models (LLMs). However, as queries become increasingly complex and diverse, … Read more
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
How to Create Simple BI Reports Directly from CSV Data Business intelligence applications help enterprises leverage data as a resource for making critical decisions, and we will use AI to build such an application. AI is set to play an increasingly significant role in BI tools; more specifically, LLM-based applications will enable BI applications to … Read more
Introduction Recently, there have been many free APIs available, making it unnecessary to waste resources. To fully leverage the capabilities of large models, multi-agent systems are a great approach. Issue – Installation After a recommendation from Cursor, I chose CrewAI as my development object. However, I encountered issues during the installation of CrewAI and was … Read more