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Using AI coding agents with rmp/AI Studio

Hi all,

Is it possible to create an .rmp file from data WITHOUT using the RapidMiner AI Studio GUI?

→ Yes we can.

See a sample prompt/output here: https://github.com/vuhung16au/ACU/tree/main/ITEC632/RapidMiner/01.AI-Studio-Turn-data-into-rmp

RapidMiner is a no-code/low-code solution. Have you ever wondered how to turn a no-code solution into a pro-code solution?

→ An R script gives us more freedom.

See a sample prompt/output here: https://github.com/vuhung16au/ACU/tree/main/ITEC632/RapidMiner/02.AI-Studio-No-Code-to-Pro-Code

I'd love to hear you how use coding agents with AI Studio.

Happy mining,

Vu Hung

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Nicholas_21406

Hi @vuhung ,

Great post, thank you. I had a couple of questions:

Once someone has a prompt as thorough as the one you provided, wouldn't it be pretty straightforward to then use AI Studio to build the process?

Did you intend to include the sample .rmp file as part of the prompt? May I assume the .rmp file was produced using AI Studio? Would that defeat the purpose of using an AI assistant to create the .rmp file?

Again, fantastic work and I do hope other community members respond!

vuhung

Hi Nicholas,

Once someone has a prompt as thorough as the one you provided, wouldn't it be pretty straightforward to then use AI Studio to build the process?

→ In case we don't want to use mouses and keyboards to create .rmp files manually, we can use AI.

→ Imagine if we have a pipeline with sooo many steps

Did you intend to include the sample .rmp file as part of the prompt?

→ The point is that I want the AI knows what version of RapidMiner I am using. I think it is enough to specify the version (e.g 2025.01.01) instead of providing a sample rmp file.

May I assume the .rmp file was produced using AI Studio?

→ The sample rpm was created by RapidMiner, but the coding agents create the actual rmp files

Would that defeat the purpose of using an AI assistant to create the .rmp file?

→ One of the use case, as I mentioned above: if we have a pipeline with sooo many steps and we want to automate the creation of rpm files

May I ask if the rmp file format is an open standard?

Nicholas_21406

Hi @vuhung

"May I ask if the rmp file format is an open standard?" That's an interesting question - of course the file is plain text so we don't try to hide the format. I would say it's not open in that we don't document the format and we can't guarantee that it won't change, but I don't think anyone would have any problem with someone producing their own rmp files.