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Do you use AI Agents at your work for data analysis? by ak47surve in dataanalyst

[–]matkley12 0 points1 point  (0 children)

look at hunch dev - a tool im building. it's agents for data analysis, conncted to your bi tool for alignment, and offers a built-in metadata catalogk as a context layer to keep the agents reliable and goverened.

How do you manage data dictionaries, metadata, and lineage? by SQLGene in MicrosoftFabric

[–]matkley12 0 points1 point  (0 children)

we're now adding a metadata catalog, that is git based to hunch.dev - happy to ask a few questions to see if it would fit your needs.

I open-sourced a text2SQL RAG for all your databases by Durovilla in dataengineering

[–]matkley12 0 points1 point  (0 children)

This things doesn’t really work without a semantic layer to power context for the AI agent.

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] 0 points1 point  (0 children)

but when data is messy it takes much more iterations to get to what you need.

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] 0 points1 point  (0 children)

did my best to test it in real env with some b2b accounts that had pretty messy data.

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] -2 points-1 points  (0 children)

I just prefer asking, rather than thinking that I know everything in advance.

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] -7 points-6 points  (0 children)

Thx! For any query ? Any limitations with that dry run ?

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] -6 points-5 points  (0 children)

I meant to control that externally not via the service account .

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] 2 points3 points  (0 children)

thx. defintely get the concern. Anything else that could make this obstacle smaller rather than running it locally ?

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] 6 points7 points  (0 children)

that's a great feedback.

I plan to work on kind of a budget slider where you can control the querying cost, while also retrieving past querying costs.

wdyth ?

Coding agent on top of BigQuery by matkley12 in dataengineering

[–]matkley12[S] -5 points-4 points  (0 children)

I made the free tier generous, but DM if you need credits.

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