In the field of artificial intelligence, knowledge base systems are one of the core components for building intelligent agents. CrewAI’s memory system provides a comprehensive and flexible knowledge management solution by combining RAG (Retrieval-Augmented Generation) technology with traditional database storage. This article will take you step-by-step through configuring the knowledge base using Crew.ai, … Read more
I came across a post by He Ge titled “The Era of Large Models Has Arrived! AI Agent Enters the 2.0 Era..” In the article, Kimi’s capabilities in intelligence mining were mentioned. Recently, I tested the crewAI multi-agent system to complete an SY report for a specific ID. At that time, I only completed part … Read more
What is crewAI? It is an open-source framework that orchestrates role-playing AI agents, facilitating collaboration to seamlessly connect these AI agents to tackle complex problems. Does that sound a bit stiff and hard to understand? Let me give you an example: “I want to output a technical article about AI.” How do we do this … Read more
Click the blue text above to follow us 1. Introduction AI Agents development is a hot topic in the current software innovation field. With the continuous advancement of Large Language Models (LLMs), the integration of AI agents with existing software systems is expected to see explosive growth. With AI agents, we can accomplish tasks that … Read more
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