Re:LlamaIndex: Unleash the power of LLMs over your data
by mritchie712 on Saturday July 08, 2023 @07:47AM
(#36643501)
I like the concept of a semantic layer, but I haven't seen strong adoption of any of them (outside of LookML within Looker). Most of the companies I've talked to that are heavy dbt users don't use their semantic layer, but maybe that will change as the products mature!
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Re:LlamaIndex: Unleash the power of LLMs over your data
by lmeyerov on Saturday July 08, 2023 @08:38AM
(#36643797)
We are seeing similar for Louie.ai . Data catalog yes, semantic no. We are also doing a lot of non-SQL like logs DBs (SIEMs) and graph DBs, which adds even more fun to that kind of question.
Wrt llmindex, the new tools like vector dbs & llmindex have been interesting. Fine-ish for our self-hosted, but most start getting tricky when a multi-tenant SaaS where we lower costs for teams and users by sharing infra yet need sharing boundaries.