With obtaining standard and clean pulse signals for subsequent analysis, preprocessing is an important step in Pulse Wave Analysis (PWA). Owing to the complexities of pulse signals as analytical subjects, researchers usually dedicate substantial effort to the selection of preprocessing strategies and methodologies. To assist researchers in expediting the selection of preprocessing strategies for pulse signals, thereby facilitating the expedited identification of more suitable preprocessing methods, this study proposes a customizable method using Generative Pre-Trained Transformer 4 OMINI (GPT-4O), a large language model (LLM) having superior performances in various domains and tasks, by designing customizable prompts for preprocessing in pulse signals.
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Ensure you have Python installed on your system.
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Install the requests library if you haven't already:
> pip install requests- Clone the Repository:
> git clone https://github.com/ccartermices/pwaPrompts- API Key: Obtain an API key from OpenAI for accessing ChatGPT-4 and ChatGLM services. Store this key securely.
- Navigate to the Script
- Open the script in a text editor, and replace 'your_api_key_here' with your actual API key.
- Ensure your prompt is stored in a text file within the repository or modify the script to include your prompt directly in the question variable.
- Execute the script by running:
> python run.pyAPI Key Issues: Ensure that your API key is correct and has not expired.
Network Problems: Check your internet connection if you encounter any network errors.
Dependency Errors: Make sure all required Python packages are installed.
For further assistance, refer to the API documentation or raise an issue in this repository.
@misc{ChatGPT-4O-PWA-Prompts,
title={ChatGPT-4O-PWA-Prompts},
author={Chao Chen},
year={2024},
howpublished={\url{https://github.com/ccartermices/pwaPrompts}},
}
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