---
title: pearly_med_triage_chatbot_kagglex
emoji: 💬
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 5.4.0
app_file: app.py
pinned: false
license: mit
---

# Pearly Medical Triage Chatbot

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.

## Key Features
- **Urgency Assessment**: Identifies Emergency, Urgent, and Non-Urgent cases and provides appropriate responses.
- **Cultural Sensitivity**: Customizable cultural considerations for improved patient interactions.
- **Interactive Interface**: Built with Gradio for real-time user engagement.
- **Integration with Weights & Biases (WandB)**: Tracks performance metrics during model development.

## Resources Used
- [Gradio SDK](https://gradio.app)
- [Hugging Face Hub](https://huggingface.co)
- [Weights & Biases (WandB)](https://wandb.ai/)
- Hugging Face datasets

## Usage
Visit this Space to chat with Pearly and experience its features.

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).