Open Interface

Full Autopilot for All Computers Using LLMs

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.

Demo 💻

["Make me a meal plan in Google Docs"]

More Demos

Install 💽

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.
  
• In case it doesn't, manually add these permission via System Settings -> Privacy and Security
  
  

Intel Macs

• 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.
  
     


• 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

• Linux binary has been tested on Ubuntu 20.04 so far.
• Download the Linux zip file from the latest release.
• Extract the executable and run it from the Terminal via
  ./Open\ Interface
• Checkout the Setup section to connect Open Interface to LLMs (OpenAI GPT-4V)

Windows

• Windows binary has been tested on Windows 10.
• Download the Windows zip file from the latest release.
• Unzip the folder, move the exe to the desired location, double click to open, and voila.
• Checkout the Setup section to connect Open Interface to LLMs (OpenAI GPT-4V)

Setup 🛠️

Set up the OpenAI API key

- 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](https://platform.openai.com/). - [Follow the steps here](https://help.openai.com/en/articles/8264644-what-is-prepaid-billing) to add balance to your OpenAI account. To unlock GPT-4V a minimum payment of $5 is needed. - [More info](https://help.openai.com/en/articles/7102672-how-can-i-access-gpt-4) - 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:



- 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](https://github.com/BerriAI/litellm) to convert it to one. - You will need to restart the app after these changes.

Stuff It’s Bad At (For Now) 😬

• 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.

Future 🔮

(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."

Notes 📝

• 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).

System Diagram 🖼️

+----------------------------------------------------+
| App                                                |
|                                                    |
|    +-------+                                       |
|    |  GUI  |                                       |
|    +-------+                                       |
|        ^                                           |
|        |                                           |
|        v                                           |
|  +-----------+  (Screenshot + Goal)  +-----------+ |
|  |           | --------------------> |           | |
|  |    Core   |                       |    LLM    | |
|  |           | <-------------------- |  (GPT-4V) | |
|  +-----------+    (Instructions)     +-----------+ |
|        |                                           |
|        v                                           |
|  +-------------+                                   |
|  | Interpreter |                                   |
|  +-------------+                                   |
|        |                                           |
|        v                                           |
|  +-------------+                                   |
|  |   Executer  |                                   |
|  +-------------+                                   |
+----------------------------------------------------+

Star History ⭐️

Links 🔗

• Check out more of my projects at AmberSah.dev.
• Other demos and press kit can be found at MEDIA.md.