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Question

What slows down document upload in a RAG system, according to Gaurav Sen?

Answered from AI Interview #8 - Why is the chatbot so slow? · Gaurav Sen · 2026-10-05

Gaurav Sen says uploads pass through parsing, chunking, conversion into vector embeddings and storage in the vector database. Parsing can be slow and also inaccurate, because the format of a user's document is not known in advance, and chunking is the other common slow step, especially when a semantic chunker is used.

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Q1Why is an LLM chatbot slow, according to Gaurav Sen?Q2How does Gaurav Sen speed up vector database search for a RAG chatbot?Q3Why does Gaurav Sen say semantic chunking is slow at scale?
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