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RAG Explainer

Interactive walkthrough of Retrieval-Augmented Generation

RAG lets AI answer questions about your documents — not just its training data. Walk through each stage below to see exactly how it works.

Step 1 — Ingest Documents

Select the documents you want the AI to know about.

Key insight: Real RAG pipelines ingest PDFs, databases, web pages, and API responses. The more relevant your documents, the better the final answers.

RAG Architecture at a Glance

DocumentsChunkEmbedStoreQueryRetrieveAugmentGenerate