Designing Scalable RAG (Retrieval-Augmented Generation) Platforms
RAG Architecture Overview
RAG systems combine vector retrieval with large language models to deliver contextual responses.
Core Layers
- Embedding pipeline
- Vector database layer
- LLM inference layer
- Monitoring & governance
Scalable RAG platforms require careful latency and cost optimization.
