AI Programming – 11 – Design and Application of Intelligent Agent Systems ①

AI Programming - 11 - Design and Application of Intelligent Agent Systems ①

Preliminary Review “AI Programming – 01 – ByteDance – AI Native Programming Tool – TRAE Installation and Configuration“ “AI Programming – 02 – Local Deployment of DeepSeek and Practical Prompt Engineering”“AI Programming – 03 – Cursor/Trae/Lingma Programming – From Beginner to Expert”“AI Programming – 04 – Embedding and Vector Databases”“AI Programming – 05 – RAG … Read more

What Knowledge is Required for Frontend Development of AI Agents?

What Knowledge is Required for Frontend Development of AI Agents?

Introduction When AI first emerged, it was simply a chatbot interface. Over time, it has gradually added functionalities, such as internet connectivity, tool configuration, and custom workflows for agents. With agents, AI can be applied to various real-world business scenarios, marking a process of gradual evolution and implementation. For instance, AI programming, which we programmers … Read more

Understanding Len AI Agent: Build Your Own ‘AI Super Agent’

Understanding Len AI Agent: Build Your Own 'AI Super Agent'

🌟 From document parsing to knowledge graph construction | A new paradigm of multimodal intelligent interaction | Java + Spring AI practical guide In today’s world, where the wave of artificial intelligence is sweeping across the globe, building an AI agent that can listen, speak, and think is no longer out of reach. Now, with … Read more

Best Practices for AI Agent Development

Best Practices for AI Agent Development

Best Practices for AI Agent Development With the maturity of large language models and tool ecosystems, AI Agents are transitioning from “concept demonstrations” to “enterprise-level implementations.” However, building a reliable, efficient, secure, and sustainably evolving intelligent system requires adherence to a set of proven best practices. The following are the top ten best practices for … Read more

The Era of AI Agents: Complete Closed-Loop Capabilities Transitioning Humans from Executors to Supervisors

The Era of AI Agents: Complete Closed-Loop Capabilities Transitioning Humans from Executors to Supervisors

AI Agents and Key Technological Pathways for Enterprise-Level Applications Executive Summary This article deeply analyzes the five-stage development theory of Artificial General Intelligence (AGI) and the key technological pathways for enterprise-level AI applications, revealing that current AI technology is at a critical turning point from being “reasoners” to “agents.” This transition will reshape enterprise AI … Read more

Quickly Build Your Smart Assistant Platform Based on Orange Pi Kunpeng Pro Development Board (openGauss DataVec + Dify)

Quickly Build Your Smart Assistant Platform Based on Orange Pi Kunpeng Pro Development Board (openGauss DataVec + Dify)

Case Introduction In today’s digital and intelligent era, the application of large language models (LLMs) is transforming the way work is done and user experiences across various fields at an unprecedented speed. Dify, as an open-source large language model application development platform, provides developers with convenient and powerful tools to build various large language model … Read more

Quickly Build Your Smart Assistant Platform Based on Orange Pi Kunpeng Pro Development Board (openGauss DataVec + Dify)

Quickly Build Your Smart Assistant Platform Based on Orange Pi Kunpeng Pro Development Board (openGauss DataVec + Dify)

Case Introduction In today’s digital and intelligent era, the application of large language models (LLMs) is transforming the way work is done and user experiences across various fields at an unprecedented speed. Dify, as an open-source large language model application development platform, provides developers with convenient and powerful tools to build various large language model … Read more

Understanding the #pragma Directive in C Language

Understanding the #pragma Directive in C Language

Click 👆👆👆 the blue text Follow “Passion Embedded” <span>#pragma</span> is a preprocessor directive in C/C++ used to pass specific compilation instructions or commands to the compiler. Due to the syntax and functionality of <span>#pragma</span> being highly dependent on the compiler implementation, its behavior may vary significantly across different compilers. 1. Basic Concepts and Syntax Purpose: … Read more

MultiAgent-Search: An Image Information Localization System Based on Multi-Agent Collaboration

MultiAgent-Search: An Image Information Localization System Based on Multi-Agent Collaboration

Author: This article is contributed by the community, authored by Wuyuhang, a learner from the Shusheng Large Model Practical Camp. This article will provide a detailed introduction to the project MultiAgent-Search, which is an image localization system based on multi-agent collaboration. Acknowledgments Hello everyone, I am a first-year graduate student at Shanghai University of Engineering … Read more

Special Surface Treatments for Touch Screen Glass Covers

Special Surface Treatments for Touch Screen Glass Covers

Special Surface Treatments for Touch Screen Glass Covers The current mainstream processes for cover glass surface treatments include AG (Anti-Glare), AR (Anti-Reflection), AF (Anti-Fingerprint), AM (Anti-Microbial), and AUV (Anti-UV). In this issue, we will delve into the key technologies of the four major surface treatment processes for cover glass: AG (Anti-Glare), AR (Anti-Reflection), AF (Anti-Fingerprint), … Read more