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heywoods 4 days ago

Egress costs? I’m really surprised by this. Thanks for sharing.

qaq 4 days ago | parent | next [-]

Sry maybe should've being more clear it was a sarcastic remark. The whole point of doing vector db search is to feed LLM with very targeted context so you can save $ on API calls to LLM.

heywoods 2 days ago | parent | next [-]

No worries. I should probably make sure I have at least a token understanding of the topic cloud based architecture before commenting next time haha.

infecto 4 days ago | parent | prev [-]

That’s not the whole point it’s in the intersection of reducing tokens sent but also getting search both specific and generic enough to capture the correct context data.

j45 3 days ago | parent [-]

It's possible to create linking documents between the documents to help smooth out things in some cases.

andreasgl 3 days ago | parent | prev [-]

They’re likely using an HNSW index, which typically requires a lot of memory for large data sets.