Excellent article! I coincidentally stumbled across the same Y Combinator video a few days ago and was surprised to learn about evals being more important than the prompt itself. We need more articles like this that talk about responsible AI use and don't just focus on technical implementations.

Very interesting and common use case! External tables are also an option that could be faster, but it requires placing the file in a directory object.

Hi Plamen, thanks for letting me know you were having issues with it. Let me test this weekend and get back to you. I wonder why get_file_profile isn't available on apex.oracle.com.

Plamen Mushkov That's a good point! I wish it was possible to disable the map per item, but you are correct, CSS is the only way to disable it for some and not others. Your CSS method can also be used to only hide it on mobile devices, or do other things, so definitely very useful!

Excellent post Plamen, very detailed! Lots of good tips in here on how to work with these components, I especially like the tip on how to center the map. Just a quick suggestion on the Geocoded Address item. There's actually a declarative way to hide the map. I found it by accident because it's not intuitive, but if you go to Shared Components > Component Settings > Geocoded Address , you can turn off the Map Preview by unchecking the "item" box: