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

Claude Artifacts vs GPT Code Interpreter: Side-by-Side Comparison

AI coding environment comparison — comparing developer tools across anthropic and openai

Claude Artifacts vs GPT Code Interpreter: Side-by-Side Comparison Overview AI coding environment comparison — comparing developer tools across anthropic and openai. This comprehensive guide covers everything you need to know for production implemen

comparisonanthropic
15分钟
进阶其他

How to Build an AI Summarization Pipeline: Complete Guide for Developers 2026

Build a automated document summarizer step by step

How to Build an AI Summarization Pipeline 2026 Introduction In this tutorial, you'll learn how to **Build an AI Summarization Pipeline**. By the end, you'll have a working **automated document summarizer** that you can deploy and extend. **Prerequ

how-toai-summarization
20分钟
进阶其他

AI for Mental Math Training

Adaptive math tutoring and skill development with AI

AI for Mental Math Training Overview Adaptive math tutoring and skill development with AI. Implementation ```python from openai import OpenAI client = OpenAI() def run(query: str) -> str: r = client.chat.completions.create( model="gp

ai-applicationspecialized
10分钟
进阶其他

AI Candidate Screening Tool: AI in HR Tech

Building ai candidate screening tool using Resume NLP — complete implementation for hr tech sector

AI Candidate Screening Tool: AI in HR Tech Business Problem The hr tech sector faces unique challenges that AI can address: - Manual skill matching is time-consuming and error-prone - Scale requirements exceed human capacity - Real-time decisions r

hr-techai-applications
18分钟
进阶其他

Coreference Resolution: Complete Implementation

Resolving pronouns and references in text with AI

Coreference Resolution Overview Resolving pronouns and references in text with AI. This guide provides practical, production-ready implementations. **Category**: nlp **Primary Tool**: spacy **Tags**: nlp, coreference, text-processing Prerequi

nlpcoreference
12分钟
进阶其他

Few-Shot Prompting: Complete Guide and Examples

Master few-shot prompting — providing examples to guide LLM behavior — best for consistent formatting

Few-Shot Prompting: Complete Guide What is Few-Shot Prompting? Few-Shot Prompting is a prompting technique that involves providing examples to guide LLM behavior. It is particularly effective for consistent formatting. When to Use Few-Shot Prompti

prompt-engineeringfew-shot-prompting
12分钟
进阶其他

RAG Fusion: Advanced RAG Tutorial

Combining results from multiple retrieval strategies

RAG Fusion: Advanced RAG Tutorial Overview Combining results from multiple retrieval strategies. This guide provides complete, production-ready implementation. Key Concepts Understanding rag fusion: advanced rag tutorial requires: 1. **Core prin

rag-fusionrag
15分钟
进阶其他

AI Product Recommendation Engine: AI in Retail

Building ai product recommendation engine using Collaborative Filtering — complete implementation for retail sector

AI Product Recommendation Engine: AI in Retail Business Problem The retail sector faces unique challenges that AI can address: - Manual user behavior is time-consuming and error-prone - Scale requirements exceed human capacity - Real-time decisions

retailai-applications
18分钟
进阶其他

AI Sales Forecasting: Enterprise Implementation

AI-enhanced sales forecasting with natural language insights

AI Sales Forecasting Overview AI-enhanced sales forecasting with natural language insights. This guide provides practical, production-ready implementations. **Category**: business-ai **Primary Tool**: openai **Tags**: business-ai, enterprise,

business-aienterprise
18分钟
进阶其他

Rust AI Applications

Memory-safe AI system development with Rust

Rust AI Applications Overview Memory-safe AI system development with Rust Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() class Handler: """Handles

programmingrust
10分钟
进阶其他

How to Monitor AI API Costs in Real-Time: Complete Guide for Developers 2026

Build a cost monitoring dashboard step by step

How to Monitor AI API Costs in Real-Time 2026 Introduction In this tutorial, you'll learn how to **Monitor AI API Costs in Real-Time**. By the end, you'll have a working **cost monitoring dashboard** that you can deploy and extend. **Prerequisites

how-toapi-costs
20分钟
进阶其他

AI for Academic Research: Complete Guide

Using AI tools to accelerate academic research workflows

AI for Academic Research: Complete Guide Overview Using AI tools to accelerate academic research workflows. This guide provides complete, production-ready implementation. Key Concepts Understanding ai for academic research: complete guide require

researchai-applications
15分钟
进阶其他

AI-Powered CRM Enhancement: Enterprise Implementation

Integrating AI into CRM for customer insights and automation

AI-Powered CRM Enhancement Overview Integrating AI into CRM for customer insights and automation. This guide provides practical, production-ready implementations. **Category**: business-ai **Primary Tool**: openai **Tags**: business-ai, enterp

business-aienterprise
18分钟
进阶其他

Cloudflare Workers + Workers AI: How to Run AI at the edge with Cloudflare (2026)

Complete integration guide for Cloudflare Workers and Workers AI

Cloudflare Workers + Workers AI Integration Guide 2026 Overview This guide shows you exactly how to run AI at the edge with Cloudflare using Cloudflare Workers and Workers AI. We cover setup, core integration, and production-ready patterns. Prereq

cloudflare-workersworkers-ai
20分钟
进阶其他

iOS/Swift + Apple Intelligence: How to Integrate AI into iOS apps (2026)

Complete integration guide for iOS/Swift and Apple Intelligence

iOS/Swift + Apple Intelligence Integration Guide 2026 Overview This guide shows you exactly how to integrate AI into iOS apps using iOS/Swift and Apple Intelligence. We cover setup, core integration, and production-ready patterns. Prerequisites -

ios-swiftapple-intelligence
20分钟
进阶其他

AI Technical Support Agent

Self-service technical support with RAG and escalation

AI Technical Support Agent Overview Self-service technical support with RAG and escalation. Implementation ```python from openai import OpenAI client = OpenAI() def run(query: str) -> str: r = client.chat.completions.create( model="g

ai-applicationspecialized
10分钟
进阶其他

Weights and Biases AI: Complete Setup Guide

ML experiment tracking and model monitoring with W&B

Weights and Biases AI: Complete Setup Guide Overview ML experiment tracking and model monitoring with W&B Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI()

ai-toolswandb
10分钟
进阶其他

AI for Sales Engineering

Technical sales demos powered by AI customization

AI for Sales Engineering Overview Technical sales demos powered by AI customization. A comprehensive reference guide for insights practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_ai_for_sales_enginee

insightssales-engineering
10分钟
进阶其他

AI Technical Debt Tracker: Developer Workflow

Identifying and prioritizing technical debt with AI

AI Technical Debt Tracker: Developer Workflow Overview Identifying and prioritizing technical debt with AI. This guide provides complete, production-ready implementation. Key Concepts Understanding ai technical debt tracker: developer workflow re

developer-toolsproductivity
15分钟
进阶其他

GPT-4o vs Gemini 1.5 Pro: Side-by-Side Comparison

Multimodal capability comparison across major providers — comparing vision and reasoning across gpt4o and gemini

GPT-4o vs Gemini 1.5 Pro: Side-by-Side Comparison Overview Multimodal capability comparison across major providers — comparing vision and reasoning across gpt4o and gemini. This comprehensive guide covers everything you need to know for production

comparisongpt4o
15分钟
进阶其他

AI Development with PHP: Complete Guide 2026

Best AI tools and patterns for PHP developers

AI Development with PHP 2026 Introduction PHP is used for web development, WordPress, Laravel. This guide shows you the best AI tools, SDKs, and patterns for PHP developers building AI-powered applications. Top AI SDKs for PHP **Recommended**: op

phpai-development
18分钟
进阶其他

AI Research to Production Gap

Bridging the gap between AI research papers and production

AI Research to Production Gap Overview Bridging the gap between AI research papers and production. A comprehensive reference guide for learning career practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve

learningresearch
12分钟
进阶其他

HyDE Hypothetical Document: Advanced RAG Tutorial

Hypothetical Document Embedding for improved retrieval

HyDE Hypothetical Document: Advanced RAG Tutorial Overview Hypothetical Document Embedding for improved retrieval. This guide provides complete, production-ready implementation. Key Concepts Understanding hyde hypothetical document: advanced rag

hyderag
15分钟
进阶其他

Build a RAG Chatbot in 30 Minutes

Quick tutorial building a fully functional RAG chatbot — hands-on project tutorial

Build a RAG Chatbot in 30 Minutes What You'll Build Quick tutorial building a fully functional RAG chatbot. By the end of this tutorial, you'll have a fully working implementation you can extend for production use. **Time**: ~25 minutes **Diffic

tutorialhands-on
25分钟
进阶其他

R AI Integration

AI and LLM integration in R for data science workflows

R AI Integration Overview AI and LLM integration in R for data science workflows Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() class Handler: """H

programmingr
10分钟
进阶其他

The AI Context Protocol

Understanding and implementing AI context sharing standards

The AI Context Protocol Overview Understanding and implementing AI context sharing standards. A comprehensive reference guide for insights practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_the_ai_cont

insightsstandards
10分钟
进阶其他

AI Incident Response Playbook

Planning and responding to AI-related safety incidents

AI Incident Response Playbook Overview Planning and responding to AI-related safety incidents. This guide covers practical implementation strategies for production AI systems. Why It Matters As AI systems grow more capable and widely deployed, sa

ai-safetyalignment
12分钟
进阶其他

TypeScript + Anthropic: How to Create a TypeScript Claude application (2026)

Complete integration guide for TypeScript and Anthropic

TypeScript + Anthropic Integration Guide 2026 Overview This guide shows you exactly how to create a TypeScript Claude application using TypeScript and Anthropic. We cover setup, core integration, and production-ready patterns. Prerequisites - Typ

typescriptanthropic
20分钟
进阶其他

Perplexity API: Developer Guide and Quick Start 2026

Learn Perplexity API: AI search with cited answers

Perplexity API: Developer Guide 2026 What is Perplexity API? **Perplexity API** enables AI search with cited answers. This guide covers everything you need to get started quickly. Why Use Perplexity API? - Solves the specific problem of AI search

perplexity-apiapi-guide
10分钟
进阶其他

Stripe + GPT-4: How to Create AI-powered financial tools (2026)

Complete integration guide for Stripe and GPT-4

Stripe + GPT-4 Integration Guide 2026 Overview This guide shows you exactly how to create AI-powered financial tools using Stripe and GPT-4. We cover setup, core integration, and production-ready patterns. Prerequisites - Stripe environment set u

stripegpt-4
20分钟
进阶其他

AI Growth Hacking Tactics

Using AI to accelerate user acquisition and retention

AI Growth Hacking Tactics Overview Using AI to accelerate user acquisition and retention. A comprehensive reference guide for insights practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_ai_growth_hacki

insightsgrowth
10分钟
进阶其他

Next.js for AI Applications: Building AI chat interfaces Guide 2026

Build a production-ready AI chat application with Next.js, Vercel AI SDK, and streaming

Next.js for AI Applications: building AI chat interfaces 2026 Introduction Build a production-ready AI chat application with Next.js, Vercel AI SDK, and streaming. This guide shows you how to effectively use Next.js in your AI development workflow.

next-jsai-development
20分钟
进阶其他

LangGraph for Stateful Agents: Tutorial and Best Practices

Build production AI with LangGraph — stateful agent graphs with cycles

LangGraph for Stateful Agents What is LangGraph? LangGraph is a framework for stateful agent graphs with cycles. It simplifies building AI applications by providing high-level abstractions over raw LLM APIs. **Best for**: agent orchestration Inst

langgraphframework
15分钟
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AI for Sports Analytics

Performance analysis and prediction using sports data

AI for Sports Analytics Overview Performance analysis and prediction using sports data. Implementation ```python from openai import OpenAI client = OpenAI() def run(query: str) -> str: r = client.chat.completions.create( model="gpt-4

ai-applicationspecialized
10分钟
进阶其他

Vellum AI Platform: Complete Setup Guide

LLM workflow orchestration with Vellum

Vellum AI Platform: Complete Setup Guide Overview LLM workflow orchestration with Vellum Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI() class Handler:

ai-toolsvellum
10分钟
进阶其他

AI Data Privacy Best Practices: 2026 Developer Guide

Essential practices every AI developer should follow for ai data privacy

AI Data Privacy Best Practices 2026 Introduction Following best practices for ai data privacy is the difference between fragile prototypes and production-grade AI systems. This guide covers the most important practices that experienced AI developer

best-practicesai-data-privacy
15分钟
进阶其他

Cohere Embed v3 Search

Semantic search with Cohere Embed v3 embeddings

Cohere Embed v3 Search Overview Semantic search with Cohere Embed v3 embeddings. A comprehensive reference guide for model tutorials practitioners. Quick Reference ```python from openai import OpenAI client = OpenAI() def solve_cohere_embed_v3_s

modelscohere
10分钟
进阶其他

LLM Input Sanitization: Security Guide

Sanitizing user inputs to prevent prompt injection attacks

LLM Input Sanitization: Security Guide Overview Sanitizing user inputs to prevent prompt injection attacks. This guide provides complete, production-ready implementation. Key Concepts Understanding llm input sanitization: security guide requires:

securityai-safety
15分钟
进阶其他

Next.js + OpenAI: How to Build a Next.js AI application (2026)

Complete integration guide for Next.js and OpenAI

Next.js + OpenAI Integration Guide 2026 Overview This guide shows you exactly how to build a Next.js AI application using Next.js and OpenAI. We cover setup, core integration, and production-ready patterns. Prerequisites - Next.js environment set

next-jsopenai
20分钟
进阶其他

RAG with Metadata Filtering: Advanced RAG Tutorial

Using metadata filters for precise document retrieval

RAG with Metadata Filtering: Advanced RAG Tutorial Overview Using metadata filters for precise document retrieval. This guide provides complete, production-ready implementation. Key Concepts Understanding rag with metadata filtering: advanced rag

metadatarag
15分钟
进阶其他

n8n + LangChain: How to Build AI workflows in n8n (2026)

Complete integration guide for n8n and LangChain

n8n + LangChain Integration Guide 2026 Overview This guide shows you exactly how to build AI workflows in n8n using n8n and LangChain. We cover setup, core integration, and production-ready patterns. Prerequisites - n8n environment set up - LangC

n8nlangchain
20分钟
进阶其他

AI Development with Python: Complete Guide 2026

Best AI tools and patterns for Python developers

AI Development with Python 2026 Introduction Python is used for data science, ML, automation, web. This guide shows you the best AI tools, SDKs, and patterns for Python developers building AI-powered applications. Top AI SDKs for Python **Recomme

pythonai-development
18分钟
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Vue.js AI Integration: Complete Integration Guide

Vue 3 with Composition API for AI-powered interfaces

Vue.js AI Integration: Complete Integration Guide Overview Vue 3 with Composition API for AI-powered interfaces. This comprehensive guide covers everything you need to know for production implementation. Why It Matters Vue.js AI Integration: Comp

frontendintegration
18分钟
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Constrained Generation: Complete Guide with Examples 2026

Master Constrained Generation for better AI outputs

Constrained Generation: Complete Guide 2026 What is Constrained Generation? Constrained Generation is a prompt engineering technique where you specify precise constraints on length, format, or content. It's one of the most effective methods for imp

prompt-engineeringconstrained-generation
12分钟
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LLM Text Deduplication: Practical Tutorial

Using AI embeddings to deduplicate large text datasets

LLM Text Deduplication: Practical Tutorial Overview Using AI embeddings to deduplicate large text datasets Implementation ```python from openai import OpenAI from pydantic import BaseModel from typing import Optional import json client = OpenAI(

tutorialpractical
10分钟
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Sensitive Data Detection: Security Guide

AI-powered detection of PII and sensitive data in text

Sensitive Data Detection: Security Guide Overview AI-powered detection of PII and sensitive data in text. This guide provides complete, production-ready implementation. Key Concepts Understanding sensitive data detection: security guide requires:

securityai-safety
15分钟
进阶其他

AI for Podcast Discovery

Personalized podcast recommendations and highlights

AI for Podcast Discovery Overview Personalized podcast recommendations and highlights. Implementation ```python from openai import OpenAI client = OpenAI() def run(query: str) -> str: r = client.chat.completions.create( model="gpt-4o

ai-applicationspecialized
10分钟
进阶其他

Video Understanding with AI: Implementation Guide

Analyzing video content with frame sampling and VLMs

Video Understanding with AI Overview Analyzing video content with frame sampling and VLMs. This guide provides practical, production-ready implementations. **Category**: multimodal-ai **Primary Tool**: openai **Tags**: multimodal, vision, vide

multimodalvision
15分钟
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