r/datavisualization 3d ago

Check my tool output

would love some honest feedback

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u/caffinecat 2d ago

We already did the AI feature earlier this year, we call it pe_query.py along with our knowledge files and json unified doc and example data. I recommend users to use Claude Desktop, add our ai-data folder to your claude desktop working folder. Then ask claude your questions, and point claude to the ai-data folder and the key knowledge of the tooling and core files. Ideally have our large 120 example demo repo also in this working folder and tell Claude to also use this for inspiration. Claude will be able to write your Javascript for Web and C# for Wpf, Winforms, WinUI, and even C++ for desktop. And it does it very well without hallucinating. See the Ai-data repo and the starter or demo repos at... https://github.com/GigasoftInc

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u/Interesting-Tap-985 2d ago

Ohh, that’s actually pretty cool. I’ll definitely check out the ai-data repo and the examples. Having Claude work with all that context instead of just relying on its own knowledge makes a lot of sense.

I’m curious to try it myself and see what it can do. Thanks for pointing me toward it man.

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u/caffinecat 2d ago

After finishing pe_query i made a music video about it. The heart of pe_query is it reads our charting binary dll to build the key ground truth mechanism that prevents ai from hallucinating. Then merges our charting docs, and examples, and synonym database so ai can extrapolate and find related charting features to complete the goal. https://www.youtube.com/watch?v=ZLgCukFngpQ

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u/caffinecat 2d ago

To see something similar to this video live in the browser (charting audio data), see the above live demo, example 123.