RAG Architect

Design systems that connect LLMs to your private data (Retrieve -> Augment -> Generate).

When to Use This Skill

• Building "Chat with your Data" applications
• Selecting a Vector Database (Pinecone, Milvus, pgvector)
• Designing Chunking Strategies (Fixed-size, Semantic, Markdown)
• Hybrid Search (Keyword + Semantic) implementation
• Reducing hallucinations with grounded context

Core Concepts