Add System Designer - Interactive RAG Learning Platform

[alibad]

Adding System Designer to Resources

What is System Designer?

Interactive learning platform with comprehensive coverage of RAG (Retrieval-Augmented Generation) systems and implementation.

RAG-Specific Coverage

Vector Databases:

• Pinecone, Weaviate, Qdrant, Milvus comparisons
• Embedding strategies and model selection
• Index types and optimization
• Storage and cost considerations

Retrieval Optimization:

• Hybrid search (dense + sparse)
• Re-ranking strategies
• Query expansion techniques
• MMR (Maximal Marginal Relevance)
• Metadata filtering and routing

RAG Architecture Patterns:

• Basic RAG pipeline design
• Multi-hop reasoning
• Self-RAG and Corrective RAG
• GraphRAG implementations
• Agentic RAG patterns

Evaluation & Monitoring:

• RAG evaluation metrics (context relevance, answer relevance, faithfulness)
• Production monitoring for RAG systems
• A/B testing RAG configurations
• Debugging RAG failures

Production Deployment:

• Scaling RAG systems
• Cost optimization (embedding compute, vector storage)
• Latency optimization
• Security and privacy in RAG

Interactive Learning Features

🤖 AI Tutor - Ask questions about RAG concepts, explore trade-offs, get personalized explanations

🎨 Whiteboards - Design RAG architectures visually, diagram retrieval flows, practice system design

✅ Quizzes - Test understanding of RAG patterns, evaluation metrics, and best practices

🔨 Projects - Build complete RAG systems from scratch with guided implementation

Why Include This?

Complements Existing Resources:

• Papers provide research foundations ✅
• Lectures/talks explain concepts ✅
• System Designer adds hands-on practice ← New value

Unique Interactive Approach:

• Only interactive platform specifically for RAG education
• Bridges theory (from papers/lectures) to implementation
• Personalized learning via AI tutor

Target Audience:

• Developers implementing RAG systems
• ML engineers learning retrieval architectures
• Students researching RAG techniques
• Teams building production RAG applications

Accessibility

✅ Free and open access
✅ No signup required
✅ Interactive from day one

Link: https://systemdesigner.net/genai

Let me know if you'd like different placement or formatting!