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RAG Pipeline

Indexing

Documents
   ↓
Extract text
   ↓
Chunk
   ↓
Embed
   ↓
Vector DB

Query

Question
   ↓
Embedding
   ↓
Similarity Search
   ↓
Top-K Chunks
   ↓
LLM
   ↓
Answer + Sources

This is the core slide — spend the most time here.