Evidence receipt / belief
Published · transcript-backedJerry Liu: belief
5 Oct 2023 Latent Space RAG Is A Hack - with Jerry Liu from LlamaIndex
“There's some structured annotations and there's some like unstructured texts. And so like, um, somehow combining all the expressivity of like SQL with like the flexibility of semantic search is something that I think is going to be really important.”
Source trail
Everything needed to verify it.
- Speaker
- Jerry Liu
- Attribution
- Verified speaker
- Claim type
- belief
- Recorded
- 5 Oct 2023
- Publisher
- Latent Space
Transcript context
…Yeah. I mean, I think like, if you think about metadata filters, that's basically a structured filter. It's like our select where something equals something, and then you combine that with semantic search. I think like Lance DB or something was like, uh, try, I was trying to do some like joint interface. The reason is like most data is semi-structured. There's some structured annotations and there's some like unstructured texts. And so like, um, somehow combining all the expressivity of like SQL with like the flexibility of semantic search is something that I think is going to be really important. We have some basic hacks right now that allow you to jointly query both a SQL database and like a separate SQL database and a vector store to like combine the information. That's obviously going to be less efficient than if you just combined it into one system. Yeah.…
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