semantic layer

3 statements across 1 episodes · 3 bullish · 0 bearish · 1 people on the record · first statement Oct 27, 2023 by Artem Keydunov · across every show →

Everything said about semantic layer, oldest first

Oct 27, 2023 positive
Insight
Keydunov: Querying a semantic layer over raw SQL reduces LLM errors
“Now, the query, I believe, should be created against semantic layer, because it reduces the room for the error, because what usually happens is that your query to semantic layer would be very simple. It would be like, give me that metric grouped by that dimens…”
Artem Keydunov Oct 27, 2023 ▶ 14:22 Powering your Copilot for Data - with Artem Keydunov from Cube.dev
Oct 27, 2023 positive
Insight
Keydunov: The semantic layer is the ideal repository for AI data context
“So our take of that and my take is that semantic layer is just really good place for this context to live because you need to give this context to the humans. You need to give that context to the AI system anyway, right? So that's why you define metric once an…”
Artem Keydunov Oct 27, 2023 ▶ 11:36 Powering your Copilot for Data - with Artem Keydunov from Cube.dev
Oct 27, 2023 positive
Insight
Keydunov: Semantic layer metrics should be managed as code via pull requests
“So I think we should treat our metrics and we are in semantic layer as a code, right? And then collaboration is a big part of it. You know, like if there are like a multiple teams that sort of have a different opinions, let them collaborate on the pull request…”
Artem Keydunov Oct 27, 2023 ▶ 17:29 Powering your Copilot for Data - with Artem Keydunov from Cube.dev
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