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sdk: gradio
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sdk_version: 5.0
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app_file: app.py
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license: mit
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title: pearly_med_triage_chatbot_kagglex
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app_file: app.py
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license: mit
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# Pearly Medical Triage Chatbot
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Pearly is a medical triaging chatbot designed to assess patient symptoms and provide recommendations based on urgency levels. Using **Gradio** for an interactive interface, **Hugging Face's Gemma-7b** model for natural language processing, and **LoRA** for efficient model fine-tuning, Pearly aims to deliver empathetic, culturally-aware medical guidance.
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## Key Features
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- **Urgency Assessment**: Identifies Emergency, Urgent, and Non-Urgent cases and provides appropriate responses.
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- **Cultural Sensitivity**: Customizable cultural considerations for improved patient interactions.
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- **Interactive Interface**: Built with Gradio for real-time user engagement.
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- **Integration with Weights & Biases (WandB)**: Tracks performance metrics during model development.
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## Resources Used
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- [Gradio SDK](https://gradio.app)
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- [Hugging Face Hub](https://huggingface.co)
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- [Weights & Biases (WandB)](https://wandb.ai/)
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## Usage
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Visit this Space to chat with Pearly and experience its features.
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This project utilizes [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
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