An In-Depth Introduction to AI Agents

An In-Depth Introduction to AI Agents

With the rapid development of artificial intelligence technology, AI agents are gradually becoming the primary means for humans to interact with large models (such as large language models). AI agents are AI systems capable of performing tasks, solving problems, and providing services. They simulate human behavior and decision-making processes, making interactions with large models more … Read more

What Does Agent Mean in Artificial Intelligence?

What Does Agent Mean in Artificial Intelligence?

What does agent mean in artificial intelligence? Imagine your phone’s weather app automatically pushing storm warnings and reminding you to take an umbrella; the recommendation system of an e-commerce platform seems to understand your thoughts, accurately pushing products you are interested in; even the robotic arms in factories can autonomously identify product defects and sort … Read more

A Humorous Moment at the Robot Olympics: Champion Misses the Mark and Refuses to Shake Hands

A Humorous Moment at the Robot Olympics: Champion Misses the Mark and Refuses to Shake Hands

In August 2025, an unprecedented sporting event is taking place at the National Speed Skating Hall in Beijing. The world’s first humanoid robot Olympics has entered its fourth day of competition, where the track of the “ice ribbon” is devoid of human athletes’ sweat, replaced instead by the buzzing of servo motors and the friction … Read more

AI-Driven Smart Home Solutions

AI-Driven Smart Home Solutions

1. AI-Driven Smart Home Solutions 1.1. Voice assistants have officially entered the public eye, promising to alleviate people’s daily burdens through automation, requiring us only to speak. 1.1.1. However, voice assistants still cannot prepare delicious meals, clean the house to perfection, or ensure that toilet paper is always stocked. 1.2. Today, over a decade later, … Read more

Building a Fusion Model of Transformer and Wavelet Transform for Univariate Time Series Prediction (Case Study + Source Code)

Building a Fusion Model of Transformer and Wavelet Transform for Univariate Time Series Prediction (Case Study + Source Code)

This is my423rd original article. Introduction “Data Forum” focuses on Python as the core, vertical to the data science field, specializing in (click 👉) Python programming development | data collection | data analysis | data visualization | feature engineering | machine learning | time series data | deep learning | artificial intelligence and other technology … Read more

Specialized Practices in Python: Unlocking Full-Stack Potential

Specialized Practices in Python: Unlocking Full-Stack Potential

1. Data Analysis: Pandas Time Series Forecasting Principle Explanation Practical Case: Sales Data Trend Forecasting 2. Machine Learning: Scikit-learn Model Deployment Principle Explanation Practical Case: Housing Price Prediction API Deployment 3. Web Development: Django REST Framework Optimization Principle Explanation Practical Case: Blog API Performance Optimization 4. Automated Operations: Selenium Web Automation Principle Explanation Practical Case: … Read more

What Development Tools Are Available for STM32 Edge AI?

What Development Tools Are Available for STM32 Edge AI?

What development tools are available for STM32 Edge AI? STM32 has a complete ecosystem of hardware and software for Edge AI, aimed at helping developers efficiently implement Edge AI applications based on STM32 MCUs and MPUs. The STM32 Edge AI ecosystem consists of STM32 hardware platforms (MCUs and MPUs) and software development tools. A typical … Read more

A Beginner’s Guide to AI Agents: From Principles to Applications

A Beginner's Guide to AI Agents: From Principles to Applications

Click on the above MES Encyclopedia to follow us e-works encourages originality. For submissions, please refer to the “Original Submission” instructions on the homepage. ✎ Introduction As we enter 2025, tech leaders like Jensen Huang from NVIDIA, Altman from OpenAI, and machine learning experts like Andrew Ng frequently mention a hot term: AI Agent. Companies … Read more

What is the Working Principle and Architecture of AI Agents?

What is the Working Principle and Architecture of AI Agents?

——You might think it’s just a chatbot, but it could already be the future’s “digital employee”. Imagine one day you wake up in the morning, and your phone pushes a notification to you: “Today’s temperature is 28°C. I’ve already adjusted your route to avoid traffic, and I’ve automatically replied to all the emails you didn’t … Read more

Reproducing Machine Learning in Economics with Python

Reproducing Machine Learning in Economics with Python

“ Author: Shengsheng Li (A Little Ant in Management)Email:[email protected] “ Source: Jiang Jinhe, Huang Shan. Research on the Impact of New Trade Formats on Green Technology Innovation: Evidence from the Policy of Cross-Border E-Commerce Comprehensive Experimental Zone [J]. Quantitative Economic and Technical Economic Research, 2024, 41(12): 133-154. DOI:10.13653/j.cnki.jqte.20240926.001. No one supports your ambition, you must … Read more