#Python tutorial

332 related articles

GitHub Daily · July 24: Agentic Tools …

Jul 24, 2026·3 min

GitHub Daily · July 24: Agentic Tools Blossom Everywhere, From CMS to Databases Embracing AI

GitHub Trending July 24: Agentic capabilities go from concept to standard, with Instatic and Chat2DB embedding AI deeply into CMS and database clients.

Jul 24, 2026·4 min

Spring AI 1.0 Practical Guide: A Java Developer's Fast Track to Building AI Applications

Spring AI 1.0 is here — Java developers can now build AI apps without switching to Python. This guide covers LLM integration, RAG, intelligent customer service, and Agent patterns for enterprise deployment.

Jul 24, 2026·3 min

The Complete Beginner's Guide to Vibe Coding: Core Logic and Practical Learning Path

Vibe Coding is the new AI-era programming paradigm. Describe what you want in plain language; let AI generate the code. Learn the 3-stage path: mindset, quality, and real projects.

Jul 23, 2026·7 min

Dify Local Deployment Guide: Full Walkthrough with BT Panel + Docker

A step-by-step guide to locally deploying the Dify open-source AI platform using BT Panel on a VMware virtual machine, covering Ubuntu setup, Docker config, and image pull troubleshooting—beginner-friendly.

Jul 23, 2026·7 min

Dify Local Deployment in Practice: A Complete Guide with BT Panel + Docker

A step-by-step guide to locally deploying the open-source Dify AI platform using the BT Panel on a VMware virtual machine—covering Ubuntu setup, Docker config, and image pull troubleshooting.

Jul 23, 2026·2 min

Stone+ Beginner's Guide: Set Up Your AI Coding Environment in 1 Minute

A complete Stone+ (StonePlus) setup guide covering environment scan, API config, proxy detection, model validation, and end-to-end verification. Get your AI coding environment running in 1 minute.

Jul 23, 2026·6 min

30-Minute Hands-On: Building a Working AI Agent from Scratch

Skip the dry theory and get hands-on! This article demonstrates step by step how to build a working AI Agent from scratch in 30 minutes using AI coding tools—covering the agent skeleton, tool system, memory mechanism, Flask web UI, and DeepSeek API integration.

Jul 23, 2026·2 min

FastAPI Fundamentals: Frontend-Backend Separation and RESTful Design Explained

Learn the core concepts behind FastAPI: frontend-backend separation, API interface design, and RESTful specification. Master resource-oriented design before writing your first line of code.

Jul 23, 2026·3 min

LangChain v1.3 Hands-On Tutorial: Deep Dive into Agents, RAG, and Local Model Deployment

Deep dive into LangChain v1.3: compare LangChain, LangGraph, and DeepAgent paradigms, explore RAG pipelines, multi-agent systems, and local LLM deployment for enterprise AI apps.

Jul 22, 2026·2 min

Dify + RAG in Practice: Building a Game-Specific AI Assistant from Scratch

Build a RAG knowledge base from scratch using Dify's low-code platform. A hands-on Delta Force game assistant case study covering agents, knowledge base setup, and private deployment.

Jul 22, 2026·2 min

Dify for Beginners: A Complete Visual Guide to Building RAG Knowledge Bases

A beginner's guide to Dify: build RAG knowledge bases visually with zero coding. Covers agents, workflows, and why private deployment makes Dify ideal for enterprise AI.

Jul 21, 2026·2 min

Python Learning Path for Beginners: A Complete Breakdown of Three Core Modules

A complete Python learning path for beginners covering three modules: Fundamentals, Intermediate, and Hands-On Practice — including web scraping, office automation, and data analysis.

Jul 21, 2026·3 min

Claude Code Practical Guide: Environment Setup, Git Workflows, and Engineering in Production

A complete guide to Claude Code: environment setup, switching to domestic LLMs, CLI commands, Git workflows, MCP, Subagents, and enterprise project walkthroughs.

Jul 20, 2026·2 min

AI Skills in Practice: How Test Engineers Can Automate API Testing and Generate Test Cases at Scale

Learn how AI Skills are transforming software testing. This guide covers Skill architecture, learning paths, and real-world applications in API automation and WebApp testing.

Jul 20, 2026·3 min

Understanding Large Language Models from Scratch: The Complete AI Evolution from Deep Blue to DeepSeek

A beginner-friendly guide clarifying AI, machine learning, deep learning, and LLMs — tracing the evolution from Deep Blue to AlphaGo, ChatGPT, and DeepSeek.

Jul 20, 2026·2 min

Dify × RAG for Beginners: Build Your Own Game AI Assistant from Scratch

Build an AI game assistant from scratch with no coding experience! This hands-on guide walks you through Dify + RAG — from knowledge base setup to agent creation and tuning.

Jul 20, 2026·3 min

LangGraph Production Template in Practice: A Complete Guide to Budget Control and Canary Routing

Deep dive into langgraph-agent-stack: per-run dollar budget control, canary traffic routing, Mock testing mode, and 800+ test cases to safely deploy AI Agents from demo to production.

Jul 20, 2026·3 min

Building a Transformer from Scratch: A PyTorch Hands-On Guide for Self-Taught Developers

A self-taught developer with 2 years of Python experience implements Transformer from scratch using plain PyTorch, following the original 'Attention Is All You Need' paper with a two-phase approach: inference first, then full training.

Jul 20, 2026·3 min

Degree or Skills? Career Dilemmas and Breakthroughs for Career Changers

An electronics engineering student who hates hardware wants to pivot to backend dev, facing a dilemma between a "guaranteed" degree and a third-tier BCA. We break down the degree vs. skills tradeoff, how to explain gaps, and self-study paths.

Jul 19, 2026·3 min

Math Learning Path for Machine Learning: From Resource Overload to Systematic Mastery

Overwhelmed by ML math courses? This guide maps out linear algebra, calculus, and probability into a practical learning path — from core courses to reference books.