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🔍 RAG Flow Explained

Retrieval Augmented Generation: How AI finds relevant information before answering your questions

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Welcome to RAG Flow Visualization

Click "Start Animation" to see how Retrieval Augmented Generation works step by step. Each component will light up as data flows through the system.

Phase 1: Indexing (Preparation)
1
📚

Documents

2
🧠

Embedding

3
🗄️

Vector DB

Phase 2: Retrieval (At Query Time)
4
❓

User Query

5
🧠

Embedding

Phase 3: Generation (Creating the Answer)
7
📋

Prompt

8
🤖

LLM

9
✨

Response