GPT-4V-Act

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GPT-4V-Act is an AI Agents & Automation tool that combines GPT-4V(ision) with a web browser to interact with web UIs. It mimics human input and output for mouse/keyboard interaction, boosting accessibility and automating workflows.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is GPT-4V-Act?

GPT-4V-Act is an AI agent that leverages GPT-4V(ision) and a web browser to interact with web user interfaces, mirroring human operations through screen feedback and low-level mouse/keyboard interaction. Its primary objective is to facilitate a smooth transition between human and computer operations, enhancing UI accessibility, automating workflows, and enabling automated UI testing. The tool utilizes Set-of-Mark Prompting and a tailored auto-labeler that assigns unique numerical IDs to interactable UI elements. This allows GPT-4V-Act to deduce subsequent actions based on a task and a screenshot, using numerical labels for precise pixel coordinates for mouse/keyboard output. The project also incorporates features like JS DOM auto-labeler, clicking, and typing characters.

Best used for

Ideal for developers and startup founders who need to automate web interactions, perform automated UI testing, and improve the accessibility of web interfaces. Especially valuable for creating tools that bridge human-computer operations and streamline repetitive tasks.

Common actions

automate web UI

interact with web

test user interfaces

enhance accessibility

deepfakeautomated workflowopen-sourceworkflowslow-code/no-codecollaboration"AI Agents"face swappinggithub copilot

Capabilities

Key features

GPT-4V(ision) integration
Web browser interaction
Mouse/keyboard control
JS DOM auto-labeler
Clicking actions
Typing characters

Target Audience

developerstartup founder

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the core technology behind GPT-4V-Act?

GPT-4V-Act leverages GPT-4V(ision) for its AI capabilities, combined with a web browser for interaction. It also uses Set-of-Mark Prompting and a custom auto-labeler to identify and interact with UI elements, enabling precise control over web interfaces.

What kind of interactions can GPT-4V-Act perform on a web UI?

GPT-4V-Act is designed to mimic human input, capable of clicking on elements and typing characters into fields. While it supports vision and JS DOM auto-labeling, features like typing special keycodes, scrolling, and remembering information are still under development or not yet implemented.

How can I get started with GPT-4V-Act?

To get started, you need to clone the GitHub repository, navigate to the directory, install the required npm packages, and then run the demo. The project is open-source, allowing for direct access and modification of the codebase.

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