Retrieval-Augmented Generation

also referred to as: rag · retrieval augmented generation

2 statements across 2 episodes · 1 bullish · 1 bearish · 2 people on the record · first statement Jan 17, 2024 by Douwe Kiela · across every show →

Everything said about Retrieval-Augmented Generation, oldest first

Jan 17, 2024 bearish
Insight
Kiela: Enterprises do not need model fine-tuning when RAG is available
“You don't have to fine tune your model. It feels very intuitive. We have this great data set. We own it. It's our data. So we need to do something useful with it. So we need to fine tune our own language model. And so the companies who are offering that servic…”
Douwe Kiela Jan 17, 2024 ▶ 23:58 How Enterprise Companies are Buying AI (or Not) with ContextualAI, Anthropic, and Glean
Dec 11, 2024 positive
Insight
Boehmig: Sticking to Main-Branch Foundation Models Beats Custom Model Training
“Staying on the main branch, staying on the core capabilities and supplementing it with fine tuning and additional techniques like RAG seems to be the approach that's winning right now.”
Jason Boehmig Dec 11, 2024 ▶ 9:10 5 Things That Are Working and 5 Things That Aren’t in B2B SaaS AI with Ironclad's CEO and a16z
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