AI hands-on tutorials

The spread of Artificial Intelligence ( AI ) has brought opportunities for change in education, but it has also been accompanied by serious challenges, the most immediate of which is the impact on academic integrity.The ability of AI tools to generate text has blurred the boundaries of plagiarism in the traditional sense, causing unprecedented distress for educators. Simply...

Three.js is a tool that allows web pages to display "three-dimensional" images. Think of it like this: it provides a set of tools that allow developers to draw 3D shapes on web pages, such as cubes, spheres, and so on. It can also make these 3D shapes move, to achieve a variety of animation effects. It...

As AI-assisted software development grows in popularity, a key challenge has emerged: how to enable AI coding assistants to have the same cross-session "memory" as human developers, remembering and applying a project's coding specifications, preferences, particular processes, and even requirements details. Currently, the popular AI...

Traditional e-commerce customer service system relies on the cooperation between intelligent customer service system and human team, but this model often faces efficiency bottlenecks and experience pain points. Although big model technology has been developed for several years, most AI customer service is still limited to assistance based on preset processes (SOP mode) or simple human-machine collaboration (Copilot mode). ...

On social media, those stunning photos of cherry blossoms always attract attention easily. People may wonder why some people can take photos of cherry blossoms on the same spring day, while their own photos look mediocre or even dull. A joke may point out the truth: "He uses telephoto to capture the spring colors, you...

Deep Research Web UI is an intelligent research visualization tool driven by AI. It integrates advanced technologies such as search engines, web crawling, and big language modeling to automatically deep-dive into complex problems and generate well-structured research reports. The tool emphasizes user data security and deployment...

Recently, an MCP service that generates images caught my attention. Based on Together AI, the service integrates with code editors such as Cursor, allowing developers to experience the joys of AI mapping without having to leave their familiar coding environment. MCP Server is said to utilize Together AI...

This article will guide readers on how to easily upgrade Dify. Before you begin, make sure you have the following two tools installed: Dify Local Deployment: This is the foundation of the upgrade operation. Cursor: an AI programming tool that dramatically improves development efficiency. Optional Tools: Silicon Flow: An API aggregation platform that facilitates the use of Dify...

OpenManus has been updated frequently recently. In addition to support for local Ollama and web API providers, support for domestic search engines and several WebUI adaptations have been added. In this article, we will introduce several community-contributed OpenManus WebUIs, and how to configure domestic search engines. OpenMan...

Background Based on the Wenshin Intelligent Body Platform, the book recommendation assistant developed with the latest DeepSeek model is able to recommend intelligent products based on the user's conversation content, realize accurate conversion and transaction realization, and build a closed-loop business. This tutorial will deeply analyze the development practice of DeepSeek book recommendation assistant, and help ...

Want to build an application that provides personalized game recommendations? This tutorial will guide you step-by-step through building a customized game recommendation system using Retrieval Augmented Generation (RAG) techniques in combination with DeepSeek and Ollama models. We'll be using the games.... in the Epic Games store dataset

For ease of differentiation, knowledge bases outside of the Dify platform are collectively referred to as "external knowledge bases" in this article. Introduction Dify's built-in knowledge base functionality and text retrieval mechanisms may not meet the needs of some advanced developers, who may need more precise control over text recall results. Some teams choose to build their own...

Recently, Dify released v1.0.1, which fixes some problems in the previous version. According to user feedback, many users are interested in the effect of Dify integrating RAGFlow. In this article, we will introduce the specific steps for Dify to integrate RAGFlow knowledge base, and evaluate the actual effect of the integration....

Recently, Anthropic has released Claude 3.7 Sonnet, an update to the Claude 3.5 Sonnet model.Although only 0.2 has been added to the version number, this update brings a number of changes in both performance and functionality. It has been more than four months since Claude's last model update in...

It's been a while since bolt.new joined forces with Anima to introduce a cracking feature that generates a working full-stack application by simply copying the Figma design URL. On the bolt.new homepage, click "Import from Figma": Next, paste the Figma framework URL into the text field...

Introduction This document details how to build a localized RAG (Retrieval Augmented Generation) application using DeepSeek R1 and Ollama. It also complements the use of LangChain to build localized RAG applications. We will demonstrate the complete implementation flow with examples, including document processing, vector storage...

Introduction ReAct (Reasoning and Acting) is a framework that combines reasoning and action to enhance the performance of intelligences in complex tasks. The framework enables intelligences to accomplish tasks more effectively in dynamic environments by tightly integrating logical reasoning with practical action. Source : ReAct: ...