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metadata
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

Usage

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

This project utilizes Gradio, huggingface_hub, and the Hugging Face Inference API.