RAG Systems

Building Retrieval-Augmented Generation systems.

RAG Architecture

INDEXING (Offline)
Documents → Chunking → Embedding → Vector DB

QUERYING (Online)
Query → Embed → Search → Retrieved Docs
                              ↓
Response ← LLM ← Context + Query

Retrieval Algorithms