Evidence receipt / recommendation
Published · transcript-backedJerry Liu: recommendation
5 Oct 2023 Latent Space RAG Is A Hack - with Jerry Liu from LlamaIndex
“There's like a certain amount of just like LLM ops, like tooling and concepts and just like practices that people will kind of have to internalize if they want to optimize these. And so I think that the reason I think being able to build like RAG from scratch is important is it really gives you a sense of like how things are working to get, help you build intuition about like what parameters are within a RAG system and which ones actually tweak to make them better.”
Source trail
Everything needed to verify it.
- Speaker
- Jerry Liu
- Attribution
- Verified speaker
- Claim type
- recommendation
- Recorded
- 5 Oct 2023
- Publisher
- Latent Space
Transcript context
…production? What tools do I use? Right? Like every ML engineer use like some form of weights and biases, tensor boards, or like some other experimentation tracking tool. What tools should I use to actually help build like LLM applications and optimize it for production? There's like a certain amount of just like LLM ops, like tooling and concepts and just like practices that people will kind of have to internalize if they want to optimize these. And so I think that the reason I think being able to build like RAG from scratch is important is it really gives you a sense of like how things are working to get, help you build intuition about like what parameters are within a RAG system and which ones actually tweak to make them better. Cause otherwise I think that one of the advantages of the LlamaIndex quick start is it's three lines of code. The downside of that is you have zero visibility into what's actually going on under the hood.…
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