Proxy Lite
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Proxy Lite
Overview :
Proxy Lite is an open-source model launched by Convergence AI, with powerful web automation capabilities. It achieves efficient web interaction through a unique three-step response mechanism (observe, think, tool call), significantly improving task success rate and efficiency. The model performs exceptionally well in the WebVoyager task, achieving top-tier performance using only a small amount of computing resources. Its open-source nature allows developers and researchers to freely use, improve, and extend it, driving progress in the open-source community in the field of automation.
Target Users :
Proxy Lite is suitable for developers, researchers, and enterprise users who need a highly efficient web automation solution. It helps developers quickly build automation tools to improve work efficiency; researchers can use its open-source features for model improvement and innovation; enterprise users can integrate it into existing systems to optimize business processes.
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Use Cases
Automatically search and retrieve vegetarian lasagna recipes on the Allrecipes website
Automatically complete product search and filtering operations on the Amazon website
Automatically execute complex search tasks on Google Search and extract relevant information
Features
Supports web automation tasks such as searching, navigation, and information retrieval
Three-step response mechanism: observe, think, and tool call, enhancing the flexibility and success rate of task execution
Open-source weights, allowing developers to freely use and improve the model
Low resource consumption, suitable for resource-constrained environments
Provides an enterprise-grade browser control framework, supporting complex web interaction operations
Supports automated operations on various mainstream websites, such as Allrecipes, Amazon, Google, etc.
Provides detailed performance data and task success cases for developers to reference and optimize
Supports community contributions, encouraging developers to share code, build applications, and share use cases
How to Use
1. Access the GitHub repository (https://github.com/convergence-ai/proxy-lite) and download the model.
2. Install the necessary dependencies, such as a Python environment and related frameworks.
3. Configure the browser control framework to ensure the model can interact with the target webpage.
4. Use the model's three-step response mechanism (observe, think, tool call) to write automation scripts.
5. Run the script on the target website and observe the model's automated operations.
6. Adjust model parameters or optimize the script as needed to improve task success rate.
7. Integrate the model into existing systems or develop new automation applications.
8. Contribute to the community by sharing improved code or use cases.
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