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

进阶其他

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。

ObsidianNotebookLM
9分钟
进阶其他

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

retoolopenai-api
20分钟
进阶其他

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

developer-toolsproductivity
15分钟
进阶其他

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

prompt-engineeringanalogical-reasoning-prompts
12分钟
进阶其他

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

tutorialhands-on
25分钟
进阶其他

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。

MidjourneyAI绘画
22分钟
进阶其他

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

ai-toolsmodal
10分钟
进阶其他

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

programminggo
10分钟
进阶其他

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,

cloud-aiapi
15分钟
进阶其他

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。

PerplexityAI搜索
18分钟
进阶其他

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-safetyalignment
12分钟
进阶其他

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

ai-load-balancingarchitecture
10分钟
进阶其他

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

how-tovector-search
20分钟
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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

prompt-engineeringsystem-prompt-design
12分钟
进阶其他

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.

product-managementAI-PM
22分钟
进阶其他

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.

agriculture-AIprecision-farming
25分钟
进阶其他

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

productivityworkflow
8分钟
进阶其他

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_

insightssecurity
10分钟
进阶其他

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

mcptool-use
15分钟
进阶其他

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

gamingintegration
18分钟
进阶其他

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.

real-estate-AIAVM
24分钟
进阶其他

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(

businessenterprise
10分钟
进阶其他

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。

CursorAI编程
20分钟
进阶其他

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.

retail-AIrecommendation-systems
28分钟
进阶其他

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:

programmingtypescript
10分钟
进阶其他

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。

llmpatterns
9分钟
进阶其他

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.

document-AIOCR
26分钟
进阶其他

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 `

litellmframework
15分钟
进阶其他

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

legallaw
15分钟
进阶其他

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

business-aienterprise
18分钟
进阶其他

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.

OpenAIAssistants-API
32分钟
进阶其他

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

tutorialpractical
10分钟
进阶其他

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

bubble-ioopenai
20分钟
进阶其他

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-codingdeveloper-tools
15分钟
进阶其他

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

productivityworkflow
8分钟
进阶其他

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

cloud-aiapi
15分钟
进阶其他

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

elixirai-development
18分钟
进阶其他

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:

how-toto-your
20分钟
进阶其他

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

flaskopenai
20分钟
进阶其他

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.

GitHub-Copilotenterprise-AI
22分钟
进阶其他

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

securityai-safety
15分钟
进阶其他

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:**

how-torealtime-ai
20分钟
进阶其他

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.

CursorAI-IDE
20分钟
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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

backendintegration
18分钟
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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.

code-reviewGitHub-Actions
28分钟
进阶其他

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

developer-toolsproductivity
15分钟
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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

productivityworkflow
8分钟
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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

learningresearch
12分钟
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