HealthTalk

HealthTalk is an application to upload and query personal medical information using large language models.

Usage

Navigate to the following directory:

HealthTalk/desktop_app/manage.py

Then,

• In the process_reports function (Healthtalk/desktop_app/ui/views/py) and in page3_view you’ll need to set your python version:
  • either python3 or python

Finally,

run the following Django file along with the appropriate arguments to start the application.

python manage.py runserver

Follow the link to begin the server.

Django version 5.1, using settings 'desktop_app.settings'
Starting development server at http://127.0.0.1:8000/
Quit the server with CONTROL-C.

Desktop app

Our product integrated in a locally run web-based Django application.

The logic of the application is contain in 'views.py' located here:

Personal-Medical-Assistant/desktop_app/ui/views.py

Dependencies

1. Install Python Requirements: Install required packages by running:

   pip install -r requirements.txt
   

2. Install External Libraries:

   • Poppler - Required for PDF processing.
   • Tesseract - Needed for Optical Character Recognition (OCR).

Testing and Evaluation

Content Extractor

Contains the logic (and testing) of the content extractor feature. Sample reports are available at:

• ~/HealthTalk/backend_testing/content_extractor/data/images

Fine-tuning

Contains files related to the formatting of the Spider dataset.

LLM Agent

Contains the files in which responses to the test datasets are generated and evaluated.

License

Nobody touches, looks at, or smells this without asking.