Event-Driven AI Workflows Workflows allow us to coordinate tasks and manage teams. Previous Chapter: • We can link multiple teams and tasks together to build AI workflows. • Workflows share state between different tasks. • It is event-driven, and tasks can trigger subsequent tasks based on specific events. • We can implement conditional logic, loops, … Read more
This article introduces the core concepts, regular operations, and tool usage of the large language model agent collaboration tool CrewAI. Official website: https://www.crewai.com Github: https://github.com/joaomdmoura/crewAI 1. Agent – What is an agent? (1). Agent Properties (2). Creating an Agent (3). Conclusion 2. Task – Overview of Tasks (1). Task Properties (2). Creating a Task (3). … Read more
Introduction Once upon a time, creating a comic book was a tedious process that required writers, illustrators, and countless hours of effort. Today, artificial intelligence serves as a powerful tool that enhances the capabilities of creative professionals. Imagine handing a short story to an AI and watching it help transform that story into a vibrant, … Read more
1. Overview of AI Agent Frameworks In the rapidly evolving field of artificial intelligence, choosing the right framework is a key decision that every data scientist and developer must make. The AI agent ecosystem is evolving quickly, offering increasingly complex solutions to automate and optimize intricate processes. The intelligent agent revolution has introduced several frameworks, … Read more
Recently, I shared Dr. Andrew Ng’s series of Prompt courses. If this is your first time watching Dr. Ng’s original videos, you might find them somewhat content-light and a bit dry, and perhaps you would prefer to watch summaries from popular content creators on good Prompt writing techniques. However, that’s not the case; when you … Read more
CrewAI Official Website: https://www.crewai.comGithub: https://github.com/joaomdmoura/crewAIChinese Documentation: http://www.aidoczh.com/docs/crewai/ 1. Introduction2. Detailed Explanation of Core Concepts in CrewAI2.1 Agent2.1.1 Definition and Function of Agents2.1.2 Agent Attributes2.1.3 Creating Agents2.2 Tasks2.2.1 Task Definition and Collaboration2.2.2 Task Attributes2.2.3 Creating Tasks2.2.4 Creating Tasks Using Tools2.2.5 Task Dependencies2.2.6 Asynchronous Execution2.2.7 Callback Mechanism2.2.8 Accessing Specific Task Outputs2.2.9 Tool Overriding Mechanism2.2.10 Error Handling and … Read more
CrewAI The logo of CrewAI, two people rowing[1] 🤖 A cutting-edge framework for autonomous AI agents orchestrating role-playing. By facilitating collaborative intelligence, CrewAI enables agents to work seamlessly together and tackle complex tasks. •Why Choose CrewAI[2]•Getting Started[3]•Key Features[4]•Examples[5]•Local Open Source Models[6]•CrewAI x AutoGen x ChatDev[7]•Contributions[8]•💬 CrewAI Discord Community[9]•Hiring Consulting[10]•License[11] [12]Why Choose CrewAI? There are many … Read more
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