“What do you mean RAG is basically LLM flavored elasticsearch only more annoying and less documented? And why is all the tooling so bad?”
Our BI team is trying to implement some RAG via Microsoft Fabrics and Azure AI search because we need that for whatever reason, and they've burned through almost 10k for the first half of the running month already, either because it's just super expensive or because it's so terribly documented that they can't get it to work and have to try again and again. Normal costs are somewhere around 2k for the whole month for traffic + servers + database and I haven't got the foggiest what's even going on there.
But someone from the C suite apparently wrote them a blank check because it's AI ...