Multi-Agent Systems

In-Depth Analysis of Creating Agents with CrewAI

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In-Depth Analysis of Creating Agents with CrewAI

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

Introduction to AI Agents Based on crewAI

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Introduction to AI Agents Based on crewAI

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

Applications of LangGraph and CrewAI in Multi-Agent Collaboration

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Applications of LangGraph and CrewAI in Multi-Agent Collaboration

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

AutoCBT: Enhancing Psychological Therapy with Multi-Agent Systems

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AutoCBT: Enhancing Psychological Therapy with Multi-Agent Systems

1. Problem: How to Make Online Psychological Counseling More Intelligent and Humanized With the growing demand for mental health, traditional offline psychological counseling is difficult to popularize due to its limitations, while online automated psychological counseling has become a new solution. Cognitive Behavioral Therapy (CBT) is a widely used form of psychological treatment that mainly … Read more

Multi-Agent Control: Ode45 and Euler Methods in Matlab and Python

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Multi-Agent Control: Ode45 and Euler Methods in Matlab and Python

Click the blue text above to follow us Gift to Readers 👨💻Doing research involves a profound system of thought. Researchers need to be logical, diligent, and serious, but effort alone is not enough. Often, leveraging existing resources is more important than hard work. Additionally, one needs innovative and inspiring ideas. It is recommended that readers … Read more

Exploring Multi-Agent Systems (MAS): Concepts and Architecture

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Exploring Multi-Agent Systems (MAS): Concepts and Architecture

1 Introduction Over the past decade, the software development field has widely adopted microservices architecture to achieve independent development, scalability, and resilience. This architecture ensures that each service focuses on specific functionalities, avoiding the challenges of managing, scaling, and maintaining large monolithic applications. In the AI-driven era of agentic systems, we follow the same principle. … Read more