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Retrieval-Augmented Generation

also referred to as: rag

2 statements across 2 episodes · 0 bullish · 1 bearish · 2 people on the record · first statement Feb 29, 2024 by May Habib · across every show →

Everything said about Retrieval-Augmented Generation, oldest first

Feb 29, 2024 bearish
Insight
Habib: Vector databases fail at RAG retrieval beyond 50,000 pages
“Like, it's fine when I am, I've indexed 50 pages, but when it goes to 50,000, you know, I can't get this needle in a haystack out of my kind of VectorDB approach.”
May Habib Feb 29, 2024 ▶ 32:45 Scaling and selling AI products for enterprise | May Habib (Co-founder and CEO of Writer)
Apr 29, 2025 neutral
Assertion Not checkable as stated
Abraham: Customers almost never ask Reducto about RAG chunking anymore
“Part of the initial interest for Reducto is RAG as a paradigm introduced this need for thinking about chunking, for example. So it wasn't just, can you parse the documents? It was after you parse it, what do I feed into my VectorDB? That was a, Initial selling…”
Adit Abraham Apr 29, 2025 ▶ 33:40 How a weekend hack became a multimillion-dollar AI startup | Adit Abraham (CEO at Reducto)
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