Production RAG Pipeline

Interactive visualization of Retrieval-Augmented Generation architecture. Watch how data flows through each component in real-time.

Speed:

Step:

Query Input

📝

Query Input

⚙️

Query Processing

HyDE + Expansion

💾

Semantic Cache

Query Lookup

Write-Back

Cache Hit

Cache Miss

Hybrid Retrieval

🔤

Sparse Search

BM25

🔽

Filter

Metadata

🧠

Dense Search

Vector DB

🔽

Filter

Metadata

🔀

Fusion

RRF

📊

Reranker

Cross-Encoder

📋

Context Assembly

Prompt Building

🤖

Generation

LLM

✨

Response