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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

1252

教程总数

234

入门教程

42

实操教程

进阶其他

Cursor AI Complete Tutorial: Mastering .cursorrules and Composer

Master Cursor's most powerful features for professional developers

Cursor 完整教程(2026):Tab/Cmd+K/Agent 三模式分工(打字/单点/跨文件任务)、.cursor/rules 项目规则(影响最大的配置)、Agent 模式规格化提示词与 diff 审查纪律、四个复利工作流模式。

cursor aicursorrules
11分钟
入门其他

Ollama Guide: Run Llama 3 and Mistral Locally on Mac and PC

Complete privacy with zero API costs - setup, models, and integration

Run powerful AI models locally with Ollama for complete privacy. Covers installation, model selection guide, OpenAI-compatible API, LangChain integration, performance on Mac M-series, and privacy use cases.

ollamalocal llm
14分钟
进阶其他

OpenAI Sora Creative Use Cases: What Artists and Filmmakers Are Building

Early access creators share innovative projects made with Sora text-to-video AI

Exploration of creative applications of OpenAI's Sora video generation model featuring real projects from filmmakers, music video directors, advertising agencies, and game studios.

soraopenai
10分钟
进阶其他

Runway Gen-3 Alpha for Video Production: From Script to Final Cut

Film producers and YouTubers share their complete Runway AI video creation workflows

Comprehensive guide to using Runway Gen-3 Alpha for professional video production — text-to-video, image-to-video animation, style transfer, and camera control for cinematic movements.

runway-mlvideo-production
14分钟
进阶其他

Cursor AI IDE: Advanced Workflows That 10x Developer Productivity

Power users share the Cursor features and workflows most developers miss

Advanced guide to Cursor AI IDE — Composer mode for multi-file edits, codebase-aware chat, custom rules files, agent mode automation, and integrating with Claude and GPT-4 for different tasks.

cursorai-ide
12分钟
进阶其他

GitHub Copilot vs Cursor vs Windsurf: Which AI Coding Assistant Wins in 2026?

A hands-on comparison of the top three AI coding assistants for professional developers

We tested GitHub Copilot, Cursor, and Windsurf across 200+ real coding tasks. Here is the definitive comparison based on accuracy, multi-file editing, and context understanding.

github copilotcursor
12分钟
入门其他

AI Assistive Technology 2025: Life-Changing Tools for People with Disabilities

People with disabilities share how AI has expanded their independence and capabilities

Guide to AI assistive technology for disabilities — AI image description for blind users, real-time caption tools, communication AI for non-verbal individuals, AI mobility assistance, and the emerging landscape of AI accessibility tools.

accessibilityassistive-technology
11分钟
进阶其他

Runway Gen-4 vs Kling AI 2.0 vs Hailuo: Video Generation 2026

Professional AI video generation tools compared for marketing, content creation, and e-commerce

Runway Gen-4 vs Kling vs Hailuo 视频生成对比(2026):电影感和镜头控制选 Runway、时长和量产成本选 Kling、速度和 API 选 Hailuo。含各家提示词技巧、专业组合工作流(先草稿后主镜头)、商用授权提醒。

runwaykling ai
11分钟
进阶其他

Ollama vs LM Studio vs Jan: Local LLM Comparison 2026

Run AI models locally for privacy, cost savings, and offline access

Ollama vs LM Studio vs Jan 本地大模型工具对比(2026):开发者接 API 选 Ollama、要最顺手 GUI 选 LM Studio(Mac 有 MLX 加速)、要开源 GUI 选 Jan。三者底层同为 llama.cpp,选的是工作流,含硬件估算法则与选型表。

ollamalm studio
10分钟
进阶其他

OpenAI Whisper API: Complete Guide to Speech Recognition in Your App

Add accurate speech-to-text to any application using OpenAI Whisper API

Complete guide to integrating OpenAI Whisper for speech recognition: API setup, language detection, translation, real-time streaming, cost optimization, and handling audio quality issues.

whisper apispeech to text
14分钟
进阶其他

ElevenLabs vs Suno vs Udio: AI Audio Tools Complete Guide 2026

Professional voiceovers, AI music generation, and audio production tools compared

Complete comparison of ElevenLabs (voice AI), Suno v4 (music generation), and Udio (genre control) for professional audio production. Includes API examples and production workflow templates.

elevenlabssuno
12分钟
入门其他

Notion AI vs Obsidian AI vs Mem AI: Knowledge Management 2026

Compare AI-powered personal knowledge management tools for knowledge workers

Practical comparison of Notion AI, Obsidian with AI plugins, and Mem AI for personal knowledge management. Covers AI capabilities, data ownership, pricing, and ideal user profiles.

notionobsidian
10分钟
入门其他

AI for Video Content Creation 2026: Scripts, Editing, Thumbnails, and Growth

Complete YouTube and TikTok creator toolkit using AI for video scripts, automatic editing, thumbnail generation, and algorithm-optimized titles

Comprehensive guide for video content creators using AI tools in 2026. Covers AI-powered scriptwriting with ChatGPT, automated video editing with Descript and CapCut AI, thumbnail creation with Midjourney, and using analytics data to optimize content strategy.

youtubetiktok
22分钟
入门其他

Notion AI vs Microsoft Copilot vs Google Workspace AI 2026: Which Productivity Suite Wins?

Comparing AI features in Notion, Microsoft 365, and Google Workspace for teams and individuals—real tasks, pricing, and migration considerations

Detailed comparison of Notion AI, Microsoft 365 Copilot, and Google Workspace AI for business productivity in 2026. Covers document creation, meeting assistance, data analysis, email management, and pricing for teams of different sizes.

notionmicrosoft-copilot
18分钟
入门其他

AI Writing Assistant Comparison 2026: Jasper vs Copy.ai vs Writesonic vs Claude

Which AI writing tool produces the best content in 2026? Quality tests, pricing, workflow features, and honest recommendations by content type

Comprehensive comparison of AI writing tools including Jasper, Copy.ai, Writesonic, and Claude for content marketing, blogging, and copywriting in 2026. Covers content quality tests, pricing, team collaboration features, and SEO integration.

ai-writingjasper
18分钟
进阶其他

ElevenLabs Voice AI 2026: Clone Voices, Build Podcasts, Automate Audio Content

Complete guide to ElevenLabs for voice cloning, text-to-speech, and building automated audio content pipelines with the ElevenLabs API

Detailed tutorial for ElevenLabs voice AI platform covering voice cloning, multilingual TTS, audio book production, podcast automation, and building production voice applications with the API. Includes pricing analysis and ethical usage guidelines.

elevenlabsvoice-ai
22分钟
入门其他

Stable Diffusion vs Midjourney vs DALL-E 3 vs Flux 2026: Image AI Comparison

Which AI image generator produces the best results in 2026? Quality tests, pricing breakdown, and use case guide for designers and creators

Comprehensive comparison of Stable Diffusion, Midjourney, DALL-E 3, and Flux image generation AI models in 2026. Covers image quality benchmarks, prompt engineering, pricing, API access, and recommendations for different creative and commercial use cases.

stable-diffusionmidjourney
18分钟
入门其他

n8n vs Make vs Zapier 2026: Which Automation Platform Wins for AI Workflows?

Detailed comparison of n8n, Make, and Zapier for building AI-powered automation workflows, with pricing analysis and real workflow examples

Complete comparison of n8n, Make (formerly Integromat), and Zapier for AI workflow automation in 2026. Covers pricing, AI integrations, workflow complexity, self-hosting options, and specific scenarios where each platform excels.

n8nmake
20分钟
入门其他

Perplexity AI Deep Dive 2026: Is It Really Replacing Google for Research?

How to use Perplexity AI Pro for deep research, academic literature review, and competitive analysis—with real examples and a Google comparison

An honest evaluation of Perplexity AI for research tasks in 2026. Covers Pro vs free comparison, research workflow integration, API usage for automated research, and specific scenarios where Perplexity outperforms Google.

perplexityresearch
15分钟
进阶其他

Vector Databases Compared 2026: Pinecone vs Weaviate vs Qdrant vs Chroma

Which vector database should you choose for your AI application? Performance benchmarks, pricing, and use case analysis for the top 4 options

Comprehensive comparison of Pinecone, Weaviate, Qdrant, and Chroma vector databases for AI applications in 2026. Includes performance benchmarks, cost analysis, feature comparison, and recommendations for different use case categories.

vector-databasepinecone
20分钟
入门其他

Cursor AI vs GitHub Copilot vs Windsurf 2026: The Ultimate Coding Assistant Comparison

Which AI coding assistant saves the most development time in 2026? Real benchmarks, pricing, and developer feedback from 500+ engineers

Comprehensive comparison of Cursor, GitHub Copilot, and Windsurf coding assistants for software developers in 2026. Covers code completion quality, AI chat features, pricing, IDE integration, and real-world productivity measurements.

cursorcopilot
18分钟
进阶其他

LangChain vs LlamaIndex 2026: Which Framework Should You Use for RAG?

An honest technical comparison of LangChain and LlamaIndex for building RAG applications, with benchmarks, use cases, and migration guide

Detailed comparison of LangChain and LlamaIndex for building retrieval-augmented generation applications in 2026. Covers architecture differences, performance benchmarks, integration ecosystems, and specific use cases where each framework excels.

langchainllamaindex
22分钟
入门其他

Canva Magic Studio Complete Guide: AI-Powered Social Media Content at Scale

How small businesses and creators use Canva AI to produce weeks of content in hours

Deep dive into Canva's Magic Studio suite including Magic Design, Magic Write, Magic Expand, and Brand Voice features for batch-creating social media posts across multiple platforms.

canvasocial-media
10分钟
进阶其他

Midjourney v7 for Brand Design: Creating Consistent Visual Identities at Scale

Professional brand designers share how they use Midjourney v7 character consistency and style references

A practical workflow guide for brand designers using Midjourney v7 to generate logos, brand mood boards, product mockups, and marketing assets with style-ref and character-ref parameters for consistency.

midjourneybrand-design
12分钟
进阶其他

AI-Powered UI/UX Design: Integrating ChatGPT and Figma AI for Faster Prototyping

How product designers cut prototype iteration time by 60% using AI copilot tools in 2025

This guide explores how UI/UX designers can leverage AI tools inside Figma, including FigJam AI, Locofy, and plugin ecosystems, to automate layout generation, generate user flow variants, and rapidly test design hypotheses.

figmaui-design
11分钟
高级其他

Jasper AI Enterprise: Building a Content Marketing Machine That Produces 100 Articles Monthly

Marketing teams share their Jasper AI workflows for SEO content at enterprise scale

Enterprise content marketing guide using Jasper AI — brand voice training, campaign brief templates, multi-format generation, SEO optimization integration, and measuring content performance.

jasper-aicontent-marketing
13分钟
高级其他

Tableau AI Pulse and Einstein Copilot: Automated Insights for Sales and Marketing Teams

Salesforce Tableau AI features reviewed — what works, what does not, and best use cases

Comprehensive review and tutorial for Tableau AI Pulse and Einstein Copilot — automatic metric monitoring, natural language data queries, predictive forecasting, and Salesforce CRM integration.

tableausalesforce
11分钟
进阶其他

Make vs. Zapier vs. n8n in 2025: Choosing the Right AI Automation Platform

Comprehensive comparison with real use cases, pricing analysis, and AI-specific feature breakdown

Head-to-head comparison of the top three workflow automation platforms for AI use cases — feature matrix, pricing at scale, AI-native capabilities, and decision guide for different team sizes and needs.

makezapier
11分钟
入门其他

AI Language Learning in 2025: Comparing Duolingo Max, Babbel AI, and Conversational Bots

Which AI language learning method actually gets you to conversational fluency fastest?

Comprehensive comparison of AI language learning tools — Duolingo Max GPT-4 features, Babbel AI, conversation practice bots like Speak and Elsa, and the research-backed most effective combination approach.

language-learningduolingo
10分钟
入门其他

Khan Academy Khanmigo: The AI Tutor That Changed How My Kids Learn Math

Real parent and student experiences with AI-powered personalized tutoring in 2025

Review and guide for Khan Academy's Khanmigo AI tutoring assistant — how it adapts to learning pace, the Socratic dialogue method, parent monitoring features, and comparing results with traditional tutoring.

khanmigoai-tutoring
9分钟
入门其他

AI Tax Preparation Software 2025: TurboTax AI, H&R Block AI, and When You Still Need a CPA

Tax professionals and DIY filers compare AI-powered tax software for different situations

Comparison of AI-powered tax preparation tools including TurboTax Intuit Assist and H&R Block AI, with clear guidance on when AI software is sufficient versus when you need a CPA.

tax-softwareturbotax
11分钟
入门其他

AI Personal Finance in 2025: How Copilot, YNAB AI, and Monarch Money Are Changing Budgeting

Real users share how AI-powered budgeting apps finally made them stick to a budget

Comparison of AI-powered personal finance tools including Copilot Money, YNAB, and Monarch Money, covering automatic categorization, spending insights, and personalized financial advice.

personal-financebudgeting
10分钟
进阶其他

AI Personalized Nutrition and Fitness: Going Beyond Calorie Counting with Continuous Glucose Monitors and AI Coaches

How combining wearables, CGMs, and AI coaching creates truly personalized health optimization

Guide to AI-powered personalized nutrition and fitness combining continuous glucose monitors, wearable data, and AI coaching platforms like Levels, January AI, and Signos for evidence-based metabolic health optimization.

personalized-nutritioncgm
12分钟
进阶其他

AI Mental Health Apps in 2025: What Works, What Doesn't, and When to Seek Human Therapy

Clinical psychologists and users review the latest AI mental health tools and their evidence base

Evidence-based review of AI mental health apps including Woebot, Calm AI, and Wysa — what the research shows about their effectiveness, appropriate use cases, safety limitations, and when to refer to licensed therapists.

mental-healthai-therapy
11分钟
入门其他

AI No-Code Tools 2025: Automate Complex Tasks Without Programming

Zapier AI, Make.com, Bubble.io, and AI-powered no-code platforms comparison

Compare and use the best AI no-code automation tools including Zapier AI, Make.com, Bubble.io, and Notion AI for building powerful workflows and applications without coding.

no-codeZapier
18分钟
进阶其他

Best Open Source AI Models 2025: Llama, Mistral, Phi, and Gemma Compared

Performance, licensing, hardware requirements, and use case recommendations

Comprehensive comparison of top open source AI models including Llama 3.1, Mistral, Microsoft Phi, Google Gemma, and Falcon with performance benchmarks, licensing details, and deployment guidance.

open-source-AILlama
20分钟
进阶其他

OpenAI o3 Reasoning Model: When and How to Use Advanced Reasoning AI

Comparison with GPT-4o, use cases, cost-performance tradeoffs, and prompt strategies

Practical guide to using OpenAI o3 and o3-mini reasoning models effectively, covering when reasoning models outperform GPT-4o, cost considerations, optimal prompting strategies, and real-world use cases.

OpenAIo3
20分钟
入门其他

ChatGPT Custom Instructions Mastery: Advanced Configuration for Power Users

Multi-persona configurations, memory management, and workflow optimization techniques

Advanced guide to ChatGPT custom instructions and memory management for professionals, including role-specific configurations, output format templates, and building consistent AI work habits.

ChatGPTcustom-instructions
15分钟
入门其他

Claude Projects: Build Persistent AI Knowledge Bases for Your Team

Setting up project instructions, uploading knowledge, and team collaboration patterns

Learn to use Claude Projects for creating persistent AI assistants with custom knowledge bases, team collaboration, and automated workflows for marketing, engineering, and customer success teams.

Claudeknowledge-base
16分钟
入门其他

Windsurf vs Cursor: Which AI IDE Should You Use in 2025?

Head-to-head comparison of Cascade vs Composer for real-world development tasks

Detailed comparison of Windsurf (Codeium) and Cursor AI IDEs on real development tasks, evaluating code generation quality, multi-file editing, context management, and value for money.

WindsurfCursor
14分钟
入门其他

AI Writing Tools Comparison 2025: Claude vs ChatGPT vs Gemini for Professionals

In-depth benchmark results for technical writing, content marketing, and documentation

In-depth comparison of leading AI writing tools for professional use cases including technical writing, content marketing, legal documents, and code documentation.

AI-writingClaude
18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

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