AI Agent Use Cases
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AI Agent Use Cases

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Prompt to Prepare a Shopping Cart from a Recipe Photo

The author reports that Grok Bot receives a recipe photo, organizes the ingredients and quantities, and creates a shopping list by excluding ingredients already available at home.

Grok Bot
Life & Hobbies

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Marketing & Design

App for Organizing Audio Files from Property Tour Videos

This is a report from a real estate agent, not a developer, who asked ChatGPT to write code and created an app to organize audio files before editing property tour videos.

ChatGPT

How it works

  1. At first, the author had ChatGPT create a simple app that automatically downloads audio files when the RØDE Wireless PRO microphone is connected to a PC.
  2. Then, they added features one by one: local AI model transcription, searching transcribed content and jumping to that point, marking start and end for each video, adding markers, and exporting for Premiere Pro.
  3. The author repeatedly explained the problems and desired behaviors, tested what ChatGPT made, and provided feedback.

Results

The author reports that ChatGPT wrote 100% of the code, and transcription runs locally without paid APIs. They did not disclose any savings in cost or time.

Notes

The prompt attached to the original article is not the first one used, but a newly organized starter prompt based on the current features. The author also stated that there were multiple errors and revisions.

Source

Reddit Original post ↗

Example prompt · ChatGPT

Please implement a Windows app to organize audio files before editing property tour videos.

Input: Recording device [model], sample audio [file], computer specs [CPU/GPU/RAM], editing program [version]. First, create the minimum function to manually import files, and add automatic import when the device is connected after confirming the actual file access method.

Copy new recordings into a work folder by date, distinguish duplicate files, and preserve the originals. Use a local speech recognition model to transcribe the audio with timestamps, and allow users to click search results to listen from that point. Enable marking start and end for each video within long recordings and leaving editing notes.

Export selected audio segments and markers in a format that can be imported into Premiere Pro. Separate model downloads from routine processing, and ensure no external transcription API is needed during use.

Deliverables: A runnable app and installation guide. Test and record results for re-importing the same file, jumping to search points, reopening work, and exporting to the editing program as samples.