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LLM Workshop Collection
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🚀 LLM Workshop Collection
Complete workshop series for LLM development and AI agents
🎯 Choose Your Workshop
📚 Basic Workshop (3 hours) - START HERE
Perfect for beginners - Learn LLM fundamentals, agents, and MCP servers
Quick Start:
cd basic_workshop/scripts
python3 workshop_setup.py
cd ../notebooks
# Open workshop_master.ipynb in VS Code/Cursor
What You'll Learn:
- Connect to LLM endpoints
- Build LangChain agents with tools
- Create MCP servers
- Connect to VS Code/Cursor
🚀 Advanced Workshop (3 hours)
For experienced developers - Production patterns, multi-agent systems, observability
Quick Start:
cd advanced_workshop/notebooks
# Open advanced_workshop_master.ipynb in VS Code/Cursor
What You'll Learn:
- Advanced search patterns (RAG, semantic understanding)
- Multi-agent systems with LangGraph
- Production deployment with LangServe
- Observability with LangSmith
📋 Prerequisites
- Python 3.8+
- VS Code, Cursor, or WindSurf
- Basic Python knowledge
🚀 Getting Started
1. Setup Environment
cd basic_workshop/scripts
python3 workshop_setup.py
2. Start Learning
cd basic_workshop/notebooks
# Open workshop_master.ipynb in VS Code/Cursor
📚 Documentation
docs/README.md- Detailed basic workshop guidedocs/QUICK_START.md- 5-minute setup guideadvanced_workshop/README.md- Advanced workshop guide
🎯 Workshop Progression
- Start with Basic Workshop - Build foundation
- Progress to Advanced Workshop - Learn production patterns
- Apply to Your Business - Customize for your use cases
🆘 Need Help?
- Check the appropriate workshop folder
- Review documentation in
docs/ - Run the setup script if you get errors
🎉 Happy Learning!
Ready to build amazing AI systems? Start with the basic workshop! 🚀