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michaelhhogue avatar michaelhhogue commented on July 20, 2024 1

@klxu03 @shubhexists Here's an example of how you could scroll using PyAutoGUI from https://pyautogui.readthedocs.io/en/latest/mouse.html. This would probably be preferred over simulating any scrolling as the .scroll(...) function scrolls as a human would with a mouse wheel. This should also be multi-platform.

>>> pyautogui.scroll(10)   # scroll up 10 "clicks"
>>> pyautogui.scroll(-10)  # scroll down 10 "clicks"
>>> pyautogui.scroll(10, x=100, y=100)  # move mouse cursor to 100, 200, then scroll up 10 "clicks"

The CLICK action & prompt could be modified to support scroll amount as a response or something like that.

I might open a PR for this if you're not working on it @klxu03.

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michaelhhogue avatar michaelhhogue commented on July 20, 2024 1

@klxu03 I have #76 opened! Feel free to clone the PR and try it out. Let me know if you have any feedback or suggestions.

I have it taking more of an "exploration" approach rather than knowing ahead of time what will be shown after scrolling (as a human would). When the model scrolls, it can choose to not do a left click so as to not accidentally click on something after doing the scroll.

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shubhexists avatar shubhexists commented on July 20, 2024

How about using pyautogui for scrolling pressing the arrow down key? The issue is can the model ( GPT 4) identify if it has to scroll?

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joshbickett avatar joshbickett commented on July 20, 2024

Interested to see how the scroll performs. I'll take a look this week

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klxu03 avatar klxu03 commented on July 20, 2024

@michaelhhogue thanks for sending! yeah maybe can you open up a PR with pyautogui to see performance. I'm not sure how it would be easy to bake this into the prompt and for GPT to figure out it needs to scroll.

When I talked about baking it into Selenium, it'd be with additional functionality like Selenium taking a picture of the entire website (including the parts of the site below the current viewer) so the model knows what is down there

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