AI Engineering Hub

Welcome to the AI Engineering Hub - your comprehensive resource for learning and building with AI!

课时

• 🎯 Getting Started
  • AI Engineering Roadmap
• 🎓 Projects by Difficulty
  • 🟢 Beginner Projects
    • OCR & Vision
      • LaTeX OCR with Llama
      • Llama OCR
      • Gemma-3 OCR
      • Qwen 2.5 OCR
    • Chat Interfaces & UI
      • Local ChatGPT with DeepSeek
      • Local ChatGPT with Llama
      • Local ChatGPT with Gemma 3
      • DeepSeek Thinking UI
      • Qwen3 Thinking UI
      • GPT-OSS Thinking UI
      • Streaming AI Chatbot
    • Basic RAG
      • Simple RAG Workflow
      • Document Chat RAG
      • Fastest RAG Stack
      • GitHub RAG
      • ModernBERT RAG
      • Llama 4 RAG
    • Multimodal & Media
      • Image Generation with Janus-Pro
      • Video RAG with Gemini
    • Other Tools
      • Website to API with FireCrawl
      • AI News Generator
      • Siamese Network
  • 🟡 Intermediate Projects
    • AI Agents & Workflows
      • YouTube Trend Analysis
      • AutoGen Stock Analyst
      • Agentic RAG
      • Agentic RAG with DeepSeek
      • Book Writer Flow
      • Content Planner Flow
      • Brand Monitoring
      • Hotel Booking Crew
      • Deploy Agentic RAG
      • Zep Memory Assistant
      • Agent with MCP Memory
      • ACP Code
      • Motia Content Creation
    • Voice & Audio
      • Real-time Voice Bot
      • RAG Voice Agent
      • Chat with Audios
      • Audio Analysis Toolkit
      • Multilingual Meeting Notes
    • Advanced RAG
      • RAG with Dockling
      • Trustworthy RAG
      • Fastest RAG with Milvus and Groq
      • Chat with Code
      • RAG SQL Router
    • Multimodal
      • DeepSeek Multimodal RAG
      • ColiVara Website RAG
      • Multimodal RAG with AssemblyAI
    • MCP (Model Context Protocol)
      • Cursor Linkup MCP
      • EyeLevel MCP RAG
      • LlamaIndex MCP
      • MCP Agentic RAG
      • MCP Agentic RAG Firecrawl
      • MCP Video RAG
      • MCP Voice Agent
      • SDV MCP
      • KitOps MCP
      • Stagehand × MCP-Use
    • Model Comparison & Evaluation
      • Evaluation and Observability
      • Llama 4 vs DeepSeek-R1
      • Qwen3 vs DeepSeek-R1
      • O3 vs Claude Code
      • Sonnet4 vs O4
      • Sonnet4 vs Qwen3-Coder
      • Code Model Comparison
      • GPT-OSS vs Qwen3
  • 🔴 Advanced Projects
    • Fine-tuning & Model Development
      • DeepSeek Fine-tuning
      • Build Reasoning Model
    • Advanced Agent Systems
      • Documentation Writer Flow
      • Multi-Agent Deep Researcher
      • Multiplatform Deep Researcher
      • Web Browsing Agent
      • Paralegal Agent Crew
      • FireCrawl Agent
      • Context Engineering Workflow
      • Parlant Conversational Agent
      • Stock Portfolio Analysis Agent
      • Guidelines vs Traditional Prompt
    • Advanced MCP & Infrastructure
      • MindsDB MCP
      • Financial Analyst DeepSeek
      • Graphiti MCP
      • Pixeltable MCP
      • Ultimate AI Assistant
    • Production Systems
      • GroundX Document Pipeline
      • NotebookLM Clone
• AI Avatar Demo powered by Zep
  • Zep Documentation Data Directory
• 🎙️ Podsite - AI Podcast Generation
• AI Podcast Generator
• Amazon Product Analysis MCP Server
• MCP-RL: Train AI Agents to Master MCP Servers with Reinforcement Learning
• Biotech Agentic Analyst
• book-writer-flow
  • book_flow
    • {{crewname}} Crew
      • 源码
        • Chapter 1: Introduction to Astronomy in 2025
• Build Claude Code Harness using CrewAI
• Context Engineering with Pixeltable
• context-engineering-workflow
  • outputs
    • Attention Is All You Need
• 📚 Courses
  • 🎓 Anthropic Academy: Free AI Courses
• Database Memory Agent
• FineTune Studio
• GRPO Fine-tuning on Fireworks Training API
  • agent-skill
    • grpo-finetune
      • GRPO Fine-Tune Skill
• Hugging Face Skills (with Brightdata support)
  • apps
    • Hackers Leaderboard
    • Humanity's Last Hackathon (of 2025)
      • Week 1: Evaluate a Hub Model
      • Week 2: Publish a Hub Dataset
      • Week 3: Supervised Fine-Tuning on the Hub
  • scripts
    • AI Engineering Hub
  • skills
    • brightdata-web-mcp
      • Bright Data Web MCP
      • references
        • Bright Data MCP Usage Examples
        • Bright Data MCP Integrations
        • Bright Data MCP Setup Guide
        • Bright Data MCP Tools Reference
        • TOON Format for Token Optimization
    • hugging-face-cli
      • Hugging Face CLI
      • references
        • HF CLI Command Reference
        • HF CLI Common Workflows & Examples
    • hugging-face-datasets
      • Overview
    • hugging-face-evaluation
      • Overview
      • 示例
        • Example Evaluation Table Formats
        • Usage Examples
    • hugging-face-jobs
      • Running Workloads on Hugging Face Jobs
      • references
        • Hardware Selection Guide
        • Saving Results to Hugging Face Hub
        • Token Usage Guide for Hugging Face Jobs
        • Troubleshooting Guide
    • hugging-face-model-trainer
      • TRL Training on Hugging Face Jobs
      • references
        • GGUF Conversion Guide
        • Hardware Selection Guide
        • Saving Training Results to Hugging Face Hub
        • Reliability Principles for Training Jobs
        • Trackio Integration for TRL Training
        • TRL Training Methods Overview
        • Common Training Patterns
        • Troubleshooting TRL Training Jobs
    • hugging-face-paper-publisher
      • Overview
      • 示例
        • Example Usage: HF Paper Publisher Skill
      • references
        • Quick Reference Guide
      • templates
        • {{TITLE}}
        • {{TITLE}}
        • {{TITLE}}
        • {{TITLE}}
    • hugging-face-tool-builder
      • Hugging Face API Tool Builder
    • hugging-face-trackio
      • Trackio - Experiment Tracking for ML Training
      • references
        • Logging Metrics with Trackio
        • Retrieving Metrics with Trackio CLI
• kitops-mcp
  • ml-project
    • 🤖 Minimal Model Training Demo
• Claude Sonnet 4.5 vs Minimax M2 vs Kimi K2 vs Gemini 3.0 on code generation using Opik
• multiplatform_deep_researcher
  • iPhone 17 Launch: Comprehensive Update & Analysis
• Open Agent Builder (with Composio)
  • Welcome to your Convex functions directory!
• OpenClaw on DigitalOcean: Secure Deployment Guide
• pixeltable-mcp
  • Audio Index MCP Server for Pixeltable
  • Pixeltable MCP Server
• Sales Analytics Agent
  • Step-by-step Guide
• Train YOLO26 Object Detection Model on a Custom Dataset
• video-rag-gemini
  • 🎬 Video RAG Usage Guide
• Zep Observations Demo

开始学习 → Summary Generator multi-agent workflow with ACP