rag-architect - RAG System Architecture Designer
Design and build RAG systems with vector databases and semantic search
Tags
Updated: 2026-03-10Capabilities
Typical Inputs
Typical Outputs
What this skill does
- design retrieval systems
- select vector databases
- configure vector databases
- design chunking strategies
- implement semantic search
- implement hybrid search
- optimize retrieval quality
- evaluate RAG performance
- add metadata filters
- rerank search results
Inputs
- domain documents
- retrieval requirements
- knowledge base
- vector database candidates
- query workload
Outputs
- system architecture
- vector database schema
- chunking strategy
- retrieval pipeline
- evaluation metrics
Requirements
- vector database
- embedding model
- retrieval evaluation framework