rag-architect - Architect for RAG, vector search, and retrieval systems
Designs production-grade RAG systems, vector database schemas, document chunking, hybrid search pipelines, and retrieval evaluation frameworks.
Tags
Updated: 2026-09-09Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Design vector database schemas
- Design document chunking strategies
- Implement hybrid search pipelines
- Evaluate RAG retrieval quality
- Select embedding models
- Implement reranking for top results
Inputs
- Domain data
- Retrieval and latency constraints
- Document ingestion formats
- Evaluation metrics
Outputs
- System architecture diagram
- Vector database selection analysis
- Chunking strategy specification
- Retrieval pipeline design
- Evaluation plan and metrics
Requirements
- Vector database infrastructure
- Embedding model access
- RAG evaluation framework