# Bonus Video: Implementing End-to-End RAG | 1-Hour Session

Now that you've understood what RAG is, below is a 1-hour video where Mudit from Pathway hosts Jayprasad Hegde, Head of Data Science at the National Payments Corporation of India (NPCI). This session covers a brief introduction of co-hosts followed by a presentation that covers the full spectrum of RAG: from hardware considerations to actual RAG application.&#x20;

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