Awesome Code Docs

📚 Learn how complex systems actually work through deep-dive tutorials

Transform your understanding from "what to do" to "how it works" with production-grade code examples

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🎯 What Makes This Collection Special?

Unlike typical documentation that shows you what to do, our tutorials reveal how and why complex systems work:

🔍 Deep Analysis	📊 Visual Learning	🛠️ Hands-On Practice	⭐ Production Ready
Real production codebases	Architecture diagrams	Runnable code examples	Enterprise-grade patterns
Line-by-line explanations	System flow charts	Step-by-step guides	Scalable implementations
Expert-level insights	Interactive visualizations	Practical exercises	Best practices

🚀 Complete Tutorial Collection

📊 Quick Overview - 62 comprehensive tutorials covering 500+ hours of expert-level content

Category	Tutorials	Total Hours	Difficulty
🤖 AI & ML Platforms	35 tutorials	320-380 hours	Beginner → Expert
🔧 Developer Tools	15 tutorials	120-150 hours	Beginner → Expert
🗄️ Database Systems	8 tutorials	80-100 hours	Intermediate → Expert
📊 Analytics & Monitoring	4 tutorials	40-50 hours	Intermediate → Expert
Total Collection	62 tutorials	560-680 hours	All levels

🤖 AI & Machine Learning Platforms

Tutorial	Duration	Level	Key Technologies	What You'll Master
Dify Platform	4-6 hrs	🟢 Beginner	Python, Flask, Docker	LLM workflows, RAG systems, agent frameworks
Flowise Orchestration	10-12 hrs	🟡 Intermediate	Node.js, React, LLMs	Visual workflow design, prompt engineering
LobeChat Platform	8-10 hrs	🟡 Intermediate	Next.js, TypeScript	Modern AI chat, streaming responses
LangChain Tutorial	12-15 hrs	🟡 Intermediate	Python, OpenAI, Vector DBs	RAG systems, agents, prompt engineering
Chatbox Tutorial	10-12 hrs	🟡 Intermediate	JavaScript, React, AI APIs	Modern chat interfaces, multi-provider AI
AgentGPT Tutorial	12-15 hrs	🔴 Expert	Python, AI Agents, Tool Integration	Autonomous AI agents, task planning
Mem0 Tutorial	10-12 hrs	🟡 Intermediate	Python, AI Memory, Vector DBs	Intelligent memory systems, context retention
Firecrawl Tutorial	10-12 hrs	🟡 Intermediate	Python, Web Scraping, LLMs	LLM-ready web data extraction
LlamaIndex Tutorial	12-15 hrs	🟡 Intermediate	Python, RAG, Data Frameworks	Advanced RAG systems, data ingestion
Chroma Tutorial	10-12 hrs	🟡 Intermediate	Python, Vector Databases, AI	AI-native embedding databases
Ollama Tutorial	8-10 hrs	🟢 Beginner	CLI, REST API, Local LLMs	Running LLMs locally and privately
HuggingFace Tutorial	12-15 hrs	🟡 Intermediate	Python, Transformers, AI Models	State-of-the-art AI models and tasks
AutoGen Tutorial	12-15 hrs	🟡 Intermediate	Python, Multi-Agent Systems	Collaborative AI agent teams
BentoML Tutorial	10-12 hrs	🟡 Intermediate	Python, ML Deployment, MLOps	Production ML model serving
CrewAI Tutorial	12-15 hrs	🟡 Intermediate	Python, AI Agent Teams, Orchestration	Collaborative AI agent workflows
ComfyUI Tutorial	10-12 hrs	🟡 Intermediate	Stable Diffusion, Node-based UI, Image Generation	Modular AI art workflows
LLaMA-Factory Tutorial	12-15 hrs	🟡 Intermediate	Python, LLM Training, Fine-tuning	Unified framework for LLM development
Haystack Tutorial	12-15 hrs	🟡 Intermediate	Python, NLP, Search Systems, RAG	Intelligent search and question answering
SuperAGI Tutorial	10-12 hrs	🟡 Intermediate	Python, Autonomous Agents, AI Frameworks	Production-ready autonomous AI agents
Quivr Tutorial	10-12 hrs	🟡 Intermediate	Python, RAG, Document Processing, AI	Document-based question answering
Logseq Knowledge	18-22 hrs	🔴 Expert	ClojureScript, Electron	Local-first apps, graph databases
LangGraph Tutorial	12-15 hrs	🟡 Intermediate	Python, State Machines, Graph Theory	Stateful multi-actor applications
Vercel AI Tutorial	10-12 hrs	🟡 Intermediate	TypeScript, AI SDK, Streaming	AI-powered React applications
Dyad Tutorial	8-10 hrs	🟡 Intermediate	TypeScript, AI App Builder	Local AI application development
Perplexica Tutorial	10-12 hrs	🟡 Intermediate	TypeScript, AI Search Engine	AI-powered search applications
Taskade Tutorial	12-15 hrs	🟡 Intermediate	AI Agents, Automation, Productivity	AI-powered productivity platform

🔧 Developer Tools & Code Analysis

Tutorial	Duration	Level	Key Technologies	What You'll Master
Claude Task Master	8-10 hrs	🟡 Intermediate	AI Agents, Task Management, Editor Integration	AI-powered development workflows
Continue Tutorial	10-12 hrs	🟡 Intermediate	AI, Code Completion, Development Tools	Open-source AI coding assistant
Botpress Tutorial	10-12 hrs	🟡 Intermediate	Node.js, Conversational AI, Chatbots	Building intelligent chatbots
Obsidian Plugin	6-8 hrs	🟡 Intermediate	TypeScript, Plugin APIs	Advanced text editing, tree structures
Codex Analysis	12-15 hrs	🔴 Expert	TypeScript, AST, LSP	Static analysis, code intelligence
Whisper.cpp Tutorial	10-12 hrs	🟡 Intermediate	C++, Audio Processing, ML	Speech recognition, audio processing, edge ML
Turborepo Tutorial	10-12 hrs	🟡 Intermediate	Rust, JavaScript, TypeScript	High-performance monorepo build system

🗄️ Database & Storage Systems

Tutorial	Duration	Level	Key Technologies	What You'll Master
NocoDB Platform	6-8 hrs	🟡 Intermediate	Node.js, Vue.js	Database abstraction, API generation
Athens Research	8-10 hrs	🔴 Expert	ClojureScript, Datascript	Graph databases, bi-directional linking
Teable Platform	12-15 hrs	🔴 Expert	TypeScript, PostgreSQL	Multi-dimensional data, real-time collaboration
SiYuan Tutorial	10-12 hrs	🟡 Intermediate	Go, TypeScript, SQLite	Privacy-first knowledge management, block system

📊 Analytics & Monitoring

Tutorial	Duration	Level	Key Technologies	What You'll Master
Supabase Tutorial	10-12 hrs	🟡 Intermediate	PostgreSQL, Realtime DB, Auth, Edge Functions	Full-stack app development
PostHog Tutorial	8-10 hrs	🟡 Intermediate	Product Analytics, Event Tracking, A/B Testing	User behavior analysis and optimization

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🎯 Getting Started

🆕 New to System Architecture?

Start with our beginner-friendly tutorials and work your way up:

1. Dify Platform (4-6 hrs) - Learn LLM application patterns
2. Ollama Tutorial (8-10 hrs) - Local LLM deployment
3. NocoDB Platform (6-8 hrs) - Database abstraction concepts
4. Obsidian Plugin (6-8 hrs) - Plugin architecture basics

🎨 Frontend Developer Path

Master modern frontend architectures:

1. LobeChat Platform - Next.js + AI integration
2. Flowise Orchestration - React + Node.js workflows
3. Teable Platform - Advanced React patterns

🗄️ Backend Developer Path

Deep-dive into data and system design:

1. Supabase Tutorial - Full-stack development with real-time databases
2. Athens Research - Graph databases
3. Teable Platform - Multi-dimensional data
4. Codex Analysis - Language processing

🔥 Expert Challenge Path

For experienced developers seeking mastery:

1. LLaMA-Factory Tutorial (12-15 hrs) - Advanced LLM training and fine-tuning
2. Logseq Knowledge (18-22 hrs) - Local-first architecture
3. Codex Analysis (12-15 hrs) - Compiler theory application
4. Teable Platform (12-15 hrs) - Production scaling patterns

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🌟 Massive 2025 Expansion Complete!

We've completed an unprecedented expansion adding 25+ new comprehensive tutorials with production-grade content! This brings our total to 62 tutorials covering 500+ hours of expert-level technical education.

Category	New Tutorials Added	Impact
🤖 AI & ML Platforms	LangGraph, Vercel AI, Turborepo, Dyad, Perplexica, Claude Task Master, ComfyUI, LLaMA-Factory, Haystack, SuperAGI, Continue, Quivr, Botpress, Taskade	Advanced AI development workflows
🗄️ Database Systems	ClickHouse, Supabase, PostHog	Production data platforms
🔧 Developer Tools	Enhanced coverage of modern development tools	Complete developer toolkit

🎉 Recently Completed: All major AI frameworks, modern database platforms, and essential developer tools now fully documented with production-ready examples and architectures.

📈 Next Phase: Advanced systems internals and enterprise patterns coming Q1 2025

📋 Browse all tutorials →

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🛠️ Built With

This repository is organized and maintained using Taskade for project management and collaboration. Check out their documentation for building better docs and workflows.

Tool	Purpose	Why We Use It
Taskade	Project planning & collaboration	Streamlines tutorial curation and community management
Taskade AI	AI-powered assistance	Helps generate structured content and maintain consistency
Taskade Templates	Learning organization	Pre-built templates for technical learning and documentation

These tools help us maintain high-quality, consistent documentation across all our tutorials.

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🤝 Contributing & Community

💡 Suggest New Tutorials

Found amazing technical documentation that transforms understanding? We'd love to include it!

What makes great educational documentation?

✅ Transforms Understanding - Goes beyond "what" to explain "how" and "why"
✅ Production Focus - Real codebases, not toy examples
✅ Visual Learning - Diagrams, flowcharts, interactive elements
✅ Hands-On Practice - Runnable code you can experiment with
✅ Clear Progression - Logical learning path from basics to advanced
✅ Current & Maintained - Up-to-date with modern practices

📝 Suggest documentation

🌍 Join Our Community

Platform	Purpose	Link
⭐ GitHub	Star for updates, contribute tutorials	Star this repo
💬 Discussions	Share insights, ask questions	Join discussions
🐦 Twitter	Latest finds, community highlights	Follow @johnxie
📧 Newsletter	Monthly curated technical content	Subscribe

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🎯 Mission: Transform complex systems into accessible learning experiences

Quality over quantity • Real-world focus • Community-driven • Always learning

⭐ Star this repo • 🚀 Browse tutorials • 💬 Join discussions