RAG Pipeline

Process: Index → Retrieval → Generation.

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Retrieval-Augmented Generation (RAG) combines information retrieval with text generation.

• Steps: Vectorize documents → retrieve relevant chunks → provide as context → generate an answer.
• Strengths: Factual grounding, up-to-date knowledge, reduced hallucination.
• Best practices: Index hygiene, chunking, citation strategy, recall/precision evaluation.