教程中心
AI Agent 从入门到实战:概念理解、MCP 使用、平台实操、工作流自动化
2024
教程总数
368
入门教程
45
实操教程
按主题浏览
AI-Powered Note-Taking: Obsidian + NotebookLM + AI for a Second Brain
Building a connected knowledge management system with AI-powered retrieval and synthesis
用 Obsidian + NotebookLM + AI 打造第二大脑(2026):原子化/双链笔记、NotebookLM 带引用综合、Obsidian Copilot 对笔记 RAG、Readwise 同步;关键技巧是写"常青笔记",含可持续的每日/每周时间投入。
Retool + OpenAI API: How to Add AI to Retool internal tools (2026)
Complete integration guide for Retool and OpenAI API
Retool + OpenAI API Integration Guide 2026 Overview This guide shows you exactly how to add AI to Retool internal tools using Retool and OpenAI API. We cover setup, core integration, and production-ready patterns. Prerequisites - Retool environme
AI Git Commit Messages: Developer Workflow
Generating meaningful git commits with AI assistance
AI Git Commit Messages: Developer Workflow Overview Generating meaningful git commits with AI assistance. This guide provides complete, production-ready implementation. Key Concepts Understanding ai git commit messages: developer workflow require
Analogical Reasoning Prompts: Complete Guide with Examples 2026
Master Analogical Reasoning Prompts for better AI outputs
Analogical Reasoning Prompts: Complete Guide 2026 What is Analogical Reasoning Prompts? Analogical Reasoning Prompts is a prompt engineering technique where you use analogies to help explain complex concepts. It's one of the most effective methods
Real-time Transcription with AI
Live speech-to-text and translation pipeline — hands-on project tutorial
Real-time Transcription with AI What You'll Build Live speech-to-text and translation pipeline. By the end of this tutorial, you'll have a fully working implementation you can extend for production use. **Time**: ~25 minutes **Difficulty**: Inte
Midjourney V7完全指南:从入门到专业级图像生成
掌握V7新特性和高级参数,创作媲美专业摄影和设计的AI图像
深入讲解Midjourney V7的全新特性,包括个性化风格学习、一致性增强、角色参考等功能,以及专业提示词编写技巧和参数优化方法,帮助创作者解锁AI图像生成的完整潜力。
Modal AI Infrastructure: Complete Setup Guide
Serverless GPU infrastructure for AI workloads
Modal AI Infrastructure: Complete Setup Guide Overview Serverless GPU infrastructure for AI workloads Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() cl
Go AI Service Development
Building high-performance AI services with Go
Go AI Service Development Overview Building high-performance AI services with Go Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() class Handler: """H
OpenAI API Best Practices: Production Guide
Production patterns for the OpenAI API including retries and rate limiting
OpenAI API Best Practices Overview Production patterns for the OpenAI API including retries and rate limiting. This guide provides practical, production-ready implementations. **Category**: cloud-ai **Primary Tool**: openai **Tags**: cloud-ai,
Perplexity AI研究工作流:取代Google的AI搜索完整使用指南
掌握Perplexity Pro的高级功能,打造高效的AI辅助研究流程
全面介绍Perplexity AI的使用方法,包括深度研究模式、学术搜索、竞品分析、自动报告生成等高级功能,帮助研究人员和专业人士建立高效的AI辅助研究工作流。
LLM Hallucination Detection
Methods to detect and reduce hallucinations in AI outputs
LLM Hallucination Detection Overview Methods to detect and reduce hallucinations in AI outputs. This guide covers practical implementation strategies for production AI systems. Why It Matters As AI systems grow more capable and widely deployed, s
AI Load Balancing: Developer Guide and Quick Start 2026
Learn AI Load Balancing: distribute AI requests across providers
AI Load Balancing: Developer Guide 2026 What is AI Load Balancing? **AI Load Balancing** enables distribute AI requests across providers. This guide covers everything you need to get started quickly. Why Use AI Load Balancing? - Solves the specif
How to Create a Vector Search Engine: Complete Guide for Developers 2026
Build a semantic search system step by step
How to Create a Vector Search Engine 2026 Introduction In this tutorial, you'll learn how to **Create a Vector Search Engine**. By the end, you'll have a working **semantic search system** that you can deploy and extend. **Prerequisites:** - Famil
System Prompt Design: Complete Guide and Examples
Master system prompt design — crafting effective system instructions — best for behavior control
System Prompt Design: Complete Guide What is System Prompt Design? System Prompt Design is a prompting technique that involves crafting effective system instructions. It is particularly effective for behavior control. When to Use System Prompt Des
AI Product Manager Toolkit 2025: Skills, Metrics, and Frameworks
How to effectively manage AI product development with unique technical and ethical considerations
Essential guide for product managers working on AI products, covering technical literacy requirements, AI-specific metrics, evaluation frameworks, and managing AI development teams.
AI in Precision Agriculture: Crop Monitoring, Yield Prediction, and Smart Irrigation
Drone imagery analysis, soil sensors, and ML models for sustainable farming
Explore how AI transforms agriculture through satellite and drone imagery analysis, IoT sensor integration, crop disease detection, yield prediction, and automated irrigation systems.
AI Workflow: AI-powered incident post-mortem generation
Complete guide to AI-powered incident post-mortem generation using AI tools and automation
AI Workflow: AI-powered incident post-mortem generation Overview Complete guide to AI-powered incident post-mortem generation using AI tools and automation Implementation ```python from openai import OpenAI from pydantic import BaseModel from typ
AI Prompt Injection War Stories
Real-world prompt injection attacks and how to prevent them
AI Prompt Injection War Stories Overview Real-world prompt injection attacks and how to prevent them. A comprehensive reference guide for insights practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_ai_
OpenAI Function Calling Deep Dive: Complete Guide
Advanced patterns for OpenAI function calling API
OpenAI Function Calling Deep Dive: Complete Guide Overview Advanced patterns for OpenAI function calling API. This comprehensive guide covers everything you need to know for production implementation. Why It Matters OpenAI Function Calling Deep D
Unity AI Integration: Complete Integration Guide
Adding AI behaviors to Unity games
Unity AI Integration: Complete Integration Guide Overview Adding AI behaviors to Unity games. This comprehensive guide covers everything you need to know for production implementation. Why It Matters Unity AI Integration: Complete Integration Gui
AI in Real Estate: Property Valuation, Market Analysis, and Lead Generation
Automated Valuation Models, market prediction, and AI-powered property search
Learn how AI is revolutionizing real estate through Automated Valuation Models (AVMs), predictive market analytics, AI-powered property matching, and intelligent lead qualification systems.
AI for Enterprise Organizations
Enterprise-grade AI implementation with governance and compliance
AI for Enterprise Organizations Overview Enterprise-grade AI implementation with governance and compliance Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI(
Cursor IDE深度使用指南:Composer多文件编辑与Agent模式
解锁Cursor的隐藏功能,让AI真正成为你的编程伙伴
全面介绍Cursor IDE的高级功能,包括Composer多文件编辑、AI Chat上下文管理、自定义规则文件、智能重构和Agent自主编程模式,帮助开发者最大化AI编程效率。
AI in Retail: Personalization, Demand Forecasting, and Supply Chain Optimization
How leading retailers use ML to increase revenue and reduce inventory costs
Comprehensive guide to AI applications in retail including product recommendation engines, dynamic pricing, demand forecasting with Prophet and LSTM, and AI-powered supply chain optimization.
TypeScript AI Applications
Type-safe AI application development with TypeScript
TypeScript AI Applications Overview Type-safe AI application development with TypeScript Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() class Handler:
Streaming LLM Responses: Production Patterns
Implementing token streaming for real-time LLM output
LLM 流式响应生产模式(2026):用流式把感知延迟降到 ~100ms。SSE 传输、逐 token flush/关缓冲、断连取消、边流边累积存日志、中途错误与函数调用分片累积等真实模式,Next.js 用 Vercel AI SDK。
AI Document Processing: Extract Structured Data from PDFs and Scanned Documents
OCR, layout analysis, entity extraction, and building document intelligence pipelines
Build production document processing pipelines using AI for extracting structured data from PDFs, invoices, contracts, and scanned documents with high accuracy.
LiteLLM Provider Switching: Tutorial and Best Practices
Build production AI with LiteLLM — unified API for 100+ LLM providers
LiteLLM Provider Switching What is LiteLLM? LiteLLM is a framework for unified API for 100+ LLM providers. It simplifies building AI applications by providing high-level abstractions over raw LLM APIs. **Best for**: multi-provider Installation `
AI for Legal Research Automation
Automating legal document research and case analysis with LLMs
AI for Legal Research AI accelerates legal research by analyzing case law and precedents automatically. ```python from openai import OpenAI client = OpenAI() def research_legal_question(question: str, jurisdiction: str) -> str: r = client.chat
AI Customer Onboarding: Enterprise Implementation
Personalized customer onboarding with conversational AI
AI Customer Onboarding Overview Personalized customer onboarding with conversational AI. This guide provides practical, production-ready implementations. **Category**: business-ai **Primary Tool**: openai **Tags**: business-ai, enterprise, onb
OpenAI Assistants API: Building Stateful AI Applications in Production
Threads, file search, code interpreter, and function calling for enterprise apps
Complete guide to building production applications with OpenAI Assistants API including thread management, file search, code interpreter, function calling, and streaming responses.
Conversational Memory with Redis: Practical Tutorial
Storing conversation history in Redis for multi-turn AI chats
Conversational Memory with Redis: Practical Tutorial Overview Storing conversation history in Redis for multi-turn AI chats Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json
Bubble.io + OpenAI: How to Integrate AI into no-code Bubble apps (2026)
Complete integration guide for Bubble.io and OpenAI
Bubble.io + OpenAI Integration Guide 2026 Overview This guide shows you exactly how to integrate AI into no-code Bubble apps using Bubble.io and OpenAI. We cover setup, core integration, and production-ready patterns. Prerequisites - Bubble.io en
AI Pair Programmer Setup: Complete Developer Guide
Setting up an AI pair programming environment locally — practical workflows for modern developers
AI Pair Programmer Setup Overview Setting up an AI pair programming environment locally. AI-powered coding tools are transforming software development workflows. Setup ```bash Install required packages pip install openai anthropic python-dotenv
AI Workflow: AI-powered note-taking and knowledge management
Complete guide to AI-powered note-taking and knowledge management using AI tools and automation
AI Workflow: AI-powered note-taking and knowledge management Overview Complete guide to AI-powered note-taking and knowledge management using AI tools and automation Implementation ```python from openai import OpenAI from pydantic import BaseMode
Anthropic Claude API Guide: Production Guide
Complete guide to the Claude API with streaming and tool use
Anthropic Claude API Guide Overview Complete guide to the Claude API with streaming and tool use. This guide provides practical, production-ready implementations. **Category**: cloud-ai **Primary Tool**: anthropic **Tags**: cloud-ai, api, prod
AI Development with Elixir: Complete Guide 2026
Best AI tools and patterns for Elixir developers
AI Development with Elixir 2026 Introduction Elixir is used for real-time apps, distributed systems. This guide shows you the best AI tools, SDKs, and patterns for Elixir developers building AI-powered applications. Top AI SDKs for Elixir **Recom
How to Add Voice to Your AI Application: Complete Guide for Developers 2026
Build a voice-enabled AI assistant step by step
How to Add Voice to Your AI Application 2026 Introduction In this tutorial, you'll learn how to **Add Voice to Your AI Application**. By the end, you'll have a working **voice-enabled AI assistant** that you can deploy and extend. **Prerequisites:
Flask + OpenAI: How to Create Flask-based AI APIs (2026)
Complete integration guide for Flask and OpenAI
Flask + OpenAI Integration Guide 2026 Overview This guide shows you exactly how to create Flask-based AI APIs using Flask and OpenAI. We cover setup, core integration, and production-ready patterns. Prerequisites - Flask environment set up - Open
GitHub Copilot Enterprise: Advanced Features and Custom Models Guide
Custom fine-tuning, security scanning, and organization-wide AI configuration
Unlock the full potential of GitHub Copilot Enterprise with custom fine-tuned models, security scanning, code review automation, and team-wide AI configuration best practices.
Zero Trust AI Architecture: Security Guide
Implementing zero trust principles in AI system design
Zero Trust AI Architecture: Security Guide Overview Implementing zero trust principles in AI system design. This guide provides complete, production-ready implementation. Key Concepts Understanding zero trust ai architecture: security guide requi
How to Build a Real-Time AI Dashboard: Complete Guide for Developers 2026
Build a live AI analytics dashboard step by step
How to Build a Real-Time AI Dashboard 2026 Introduction In this tutorial, you'll learn how to **Build a Real-Time AI Dashboard**. By the end, you'll have a working **live AI analytics dashboard** that you can deploy and extend. **Prerequisites:**
Cursor AI IDE: Advanced Workflows and Power User Techniques
Custom AI rules, multi-file editing, and codebase navigation for maximum productivity
Master Cursor AI IDE with advanced techniques including custom AI rules, efficient codebase navigation, multi-file editing, and integrating external tools for maximum development productivity.
Python FastAPI AI Service: Complete Integration Guide
Production AI microservice with FastAPI best practices
Python FastAPI AI Service: Complete Integration Guide Overview Production AI microservice with FastAPI best practices. This comprehensive guide covers everything you need to know for production implementation. Why It Matters Python FastAPI AI Ser
Automate Code Reviews with AI: GitHub Actions + LLM Integration Guide
GPT-4 and Claude-powered PR review bots for automated bug detection
Build an automated AI code review system using GitHub Actions, GPT-4, and Claude. Detect bugs, security issues, and style violations automatically on every pull request.
AI Changelog Generator: Developer Workflow
Automatically generating changelogs from git history
AI Changelog Generator: Developer Workflow Overview Automatically generating changelogs from git history. This guide provides complete, production-ready implementation. Key Concepts Understanding ai changelog generator: developer workflow require
AI Workflow: Using AI for system design brainstorming
Complete guide to Using AI for system design brainstorming using AI tools and automation
AI Workflow: Using AI for system design brainstorming Overview Complete guide to Using AI for system design brainstorming using AI tools and automation Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing
LLM Paper Reading Guide
How to read and understand AI research papers effectively
LLM Paper Reading Guide Overview How to read and understand AI research papers effectively. A comprehensive reference guide for learning career practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_llm_pa