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Proxy Lite

Proxy Lite is an open source 3B parameter visual language model (VLM) focused on web page automation tasks.

#automation
#Open source
#Enterprise level
#Web page interaction
#Open source community
#low resources
Proxy Lite

Product Details

Proxy Lite is an open source model launched by Convergence AI with powerful web page automation capabilities. It achieves efficient web page interaction through a unique three-step response mechanism (observation, thinking, tool invocation), significantly improving the success rate and efficiency of tasks. The model performs well on the WebVoyager task, reaching state-of-the-art performance using only a small amount of computing resources. Its open source nature allows developers and researchers to freely use, improve and extend it, promoting the progress of the open source community in the field of automation.

Main Features

1
Support web automation tasks such as search, navigation and information retrieval
2
Three-step response mechanism: observation, thinking and tool invocation to improve the flexibility and success rate of task execution
3
Open source weights, allowing developers to freely use and improve the model
4
Low resource consumption, suitable for resource-constrained environments
5
Provides an enterprise-level browser control framework to support complex web page interactions.
6
Supports automated operations on a variety of mainstream websites, such as Allrecipes, Amazon, Google, etc.
7
Provide detailed performance data and task success cases for developers to refer to and optimize
8
Support community contributions and encourage developers to share code, build applications and share use cases

How to Use

1
1. Visit the GitHub repository (https://github.com/convergence-ai/proxy-lite) and download the model.
2
2. Install necessary dependent libraries, such as Python environment and related frameworks.
3
3. Configure the browser control framework to ensure that the model can interact with the target web page.
4
4. Use the model's three-step response mechanism (observation, thinking, tool invocation) to write automated scripts.
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5. Run the script on the target website and observe the automated operation of the model.
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6. Adjust model parameters or optimize scripts as needed to improve the success rate of the task.
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7. Integrate models into existing systems or develop new automation applications.
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8. Participate in community contributions and share improved code or use cases.

Target Users

Proxy Lite is suitable for developers, researchers and enterprise users who need efficient web page automation solutions. It can help developers quickly build automation tools and improve work efficiency; researchers can use its open source features to improve and innovate models; enterprise users can integrate it into existing systems to optimize business processes.

Examples

Automatically search and get vegetarian lasagna recipes on the Allrecipes website

Automate product searches and filters on Amazon.com

Automate complex search tasks and extract relevant information on Google Search

Quick Access

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Categories

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› Automated workflow
› Development and Tools

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