Beginner’s Guide to Developing Expert Systems in Python

Beginner's Guide to Developing Expert Systems in Python

Hello everyone! Today I want to share a very interesting topic – how to build an expert system using Python. An expert system is a program that simulates the decision-making process of human experts, solving problems in specific domains through predefined rules and a knowledge base. Sounds impressive, right? Don’t worry, just follow me step … Read more

Agent vs. GPT-5: Andrew Ng’s Insights on Four Agent Design Paradigms

Agent vs. GPT-5: Andrew Ng's Insights on Four Agent Design Paradigms

Professor Andrew Ng recently shared his views on Agents at the Sequoia AI Summit. Although some media outlets have reported on this, they sacrificed accuracy for the sake of timeliness by using machine translation, which increased unnecessary reading barriers. The Agent Universe has reorganized and translated a version that retains Professor Ng’s original intent while … Read more

Mastering CrewAI Secrets 2: Build Intelligent Workflows with Flows

Mastering CrewAI Secrets 2: Build Intelligent Workflows with Flows

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

Xinference + Roo-Cline: AI Coding Enhancement Solution

Xinference + Roo-Cline: AI Coding Enhancement Solution

Click 👇🏻 to follow, article from “ The internal R&D network is the exclusive territory for confidential product development, strictly isolated from the external network and office intranet, creating a solid security barrier to protect core product secrets and prevent data leaks. However, with the wave of the AI era surging in, how to smoothly … Read more

Transforming Programming Efficiency with DeepSeek R1 in VSCode

Transforming Programming Efficiency with DeepSeek R1 in VSCode

Hello everyone, I am a rural programmer, an independent developer, and an industry observer, Chen Suiyi, the “Tiger of Frontend”. • Personal website 1️⃣: https://chensuiyi.me • Personal website 2️⃣: https://me.yicode.tech If this article inspires or helps you, feel free to support me with a like, comment, or share. Thank you! DeepSeek-R1 It’s incredible, everyone. DeepSeek … Read more

Advanced Guide to Cursor: Master It in 7 Days

Advanced Guide to Cursor: Master It in 7 Days

▼Click the card below to follow me ▲Click the card above to follow me Advanced Guide to Cursor: Master It in 7 Days As an experienced programmer, I understand the importance of programming tools for development efficiency. Cursor is undoubtedly the most impressive AI programming tool I have encountered in recent years. It is not … Read more

Beginner’s Guide to Using Cursor: An AI Programming Assistant

Beginner's Guide to Using Cursor: An AI Programming Assistant

Beginner’s Guide to Using Cursor: An AI Programming Assistant Concubine: Your Majesty, I have been learning programming recently, and it feels so difficult! I always take a long time to name variables, and writing functions is even more challenging! Is there some magical tool that can help me? Emperor: Don’t worry, my dear! I will … Read more

Cursor Beginner’s Guide: A Detailed Tutorial for Newbies

Cursor Beginner's Guide: A Detailed Tutorial for Newbies

Cursor Beginner’s Guide: A Programming Journey with the Emperor and His Consort Consort: Your Majesty~ I have been learning programming recently, and it feels so difficult! I can’t even figure out variable naming, let alone writing functions… 😭 Emperor: Don’t worry, Consort! I recently discovered a magical tool called Cursor, which is like a little … Read more

Getting Started with Cursor: Mastering AI Programming Assistant

Getting Started with Cursor: Mastering AI Programming Assistant

Getting Started with Cursor: Mastering AI Programming Assistant Concubine: Your Majesty, I have recently started learning programming, and it feels so difficult! I can never remember variable names and I don’t know how to write functions, what should I do? 😭 Emperor: Don’t panic, my dear! I will teach you a programming magic tool today … Read more

Cursor Practical: Using AI to Refactor Large Codebases

Cursor Practical: Using AI to Refactor Large Codebases

Click the blue text above ▲ to follow and subscribe toSunny Elements Welcome to Sunny’s channel ❤ Little Grasshopper: “Sister Piao, I’ve recently taken over a large old project with thousands of lines of code, and it’s overwhelming. Is there a good way to help me quickly understand and refactor this code?” Sister Piao: “Haha, … Read more