Open Interface
- Self-drives computers by sending user requests to an LLM backend (GPT-4V, etc) to figure out the required steps.
- Automatically executes the steps by simulating keyboard and mouse input.
- Course-corrects by sending the LLMs a current screenshot of the computer as needed.
["Make me a meal plan in Google Docs"]
More Demos
MacOS
- Download the MacOS binary from the latest release.
- Unzip the file and move Open Interface to the Applications Folder.
Apple Silicon M-Series Macs
-
Open Interface will ask you for Accessibility access to operate your keyboard and mouse for you, and Screen Recording access to take screenshots to assess its progress.
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In case it doesn't, manually add these permission via System Settings -> Privacy and Security
Intel Macs
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Launch the app from the Applications folder.
You might face the standard Mac "Open Interface cannot be opened" error.
In that case, press "Cancel".
Then go to System Preferences -> Security and Privacy -> Open Anyway.
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Open Interface will also need Accessibility access to operate your keyboard and mouse for you, and Screen Recording access to take screenshots to assess its progress.
- Lastly, checkout the Setup section to connect Open Interface to LLMs (OpenAI GPT-4V)
Linux
Windows
Set up the OpenAI API key
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Get your OpenAI API key
- Open Interface needs access to GPT-4V to perform user requests. GPT-4V keys can be downloaded from your OpenAI account.
- Follow the steps here to add balance to your OpenAI account. To unlock GPT-4V a minimum payment of $5 is needed.
- More info
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Save the API key in Open Interface settings
- In Open Interface, go to the Settings menu on the top right and enter the key you received from OpenAI into the text field like so:
- In Open Interface, go to the Settings menu on the top right and enter the key you received from OpenAI into the text field like so:
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After setting the API key for the first time you'll need to restart the app.
Optional: Setup a Custom LLM
- Open Interface supports using other OpenAI API style LLMs (such as Llava) as a backend and can be configured easily in the Advanced Settings window.
- Enter the custom base url and model name in the Advanced Settings window and the API key in the Settings window as needed.
- If your LLM does not support an OpenAI style API, you can use a library like this to convert it to one.
- You will need to restart the app after these changes.
- Accurate spatial-reasoning and hence clicking buttons.
- Keeping track of itself in tabular contexts, like Excel and Google Sheets, for similar reasons as stated above.
- Navigating complex GUI-rich applications like Counter-Strike, Spotify, Garage Band, etc due to heavy reliance on cursor actions.
(with better models trained on video walkthroughs like Youtube tutorials)
- "Create a couple of bass samples for me in Garage Band for my latest project."
- "Read this design document for a new feature, edit the code on Github, and submit it for review."
- "Find my friends' music taste from Spotify and create a party playlist for tonight's event."
- "Take the pictures from my Tahoe trip and make a White Lotus type montage in iMovie."
- Cost: $0.05 - $0.20 per user request.
(This will be much lower in the near future once GPT-4V enables assistant/stateful mode) - You can interrupt the app anytime by pressing the Stop button, or by dragging your cursor to any of the screen corners.
- Open Interface can only see your primary display when using multiple monitors. Therefore, if the cursor/focus is on a secondary screen, it might keep retrying the same actions as it is unable to see its progress (especially in MacOS with launching Spotlight).
+----------------------------------------------------+
| App |
| |
| +-------+ |
| | GUI | |
| +-------+ |
| ^ |
| | |
| v |
| +-----------+ (Screenshot + Goal) +-----------+ |
| | | --------------------> | | |
| | Core | | LLM | |
| | | <-------------------- | (GPT-4V) | |
| +-----------+ (Instructions) +-----------+ |
| | |
| v |
| +-------------+ |
| | Interpreter | |
| +-------------+ |
| | |
| v |
| +-------------+ |
| | Executer | |
| +-------------+ |
+----------------------------------------------------+
- Check out more of my projects at AmberSah.dev.
- Other demos and press kit can be found at MEDIA.md.
