MedNow

A Chatbot can help you with good medical advice.

Chatbot can help you:

Give you information about any medical information like medicine, disease, treatment,...

Upload your prescription and ask anything about it

Assist healthcare professionals in finding relevant research or clinical guidelines.

Educate patients on various health topics by pulling information from WHO's PDFs.

Check your symptom, so you do not too worry about your conditons or you can know you must go to hospital

If you upload your Prescription. Please choose language of question the same with prescription and upload image (PNG,JPG...)

Upstage API use

OCR: OCR extracts text from prescription -> feeds into chatbot
Embedding: Converts text into vector format to feed into RAG, and from RAG retrieves context
Translation: Translates from Korean -> English and vice versa English -> Korean
Chat: used to give answers based on context and answers from 2 finetuned models. Finetune 2 models for deep data and general data, to give the best answer
Grounded Check: Checks if the information is correct in context
Layout Analysis: Analyzes PDF files to convert to text, then embeds into Vector DB

Python Version

Use Python version 3.11 is the best

Install Library

cd app
pip install -r requirements.txt

Setup varible code in .env

PREDIBASE_API_TOKEN="PREDIBASE_API_TOKEN"
UPSTAGE_API_KEY="UPSTAGE_API_KEY"
TAVILY_API_KEY="TAVILY_API_KEY"
MONGODB_ATLAS_CLUSTER_URI="MONGODB_ATLAS_CLUSTER_URI"

Run code

Make sure you are in app/ folder

gradio gradio_demo.py

And then go to : http://127.0.0.1:7860
or you can go to: https://huggingface.co/spaces/tqhuyen/MedNow for test without rerun

Expected outcome