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DoctorGPT

Extensions needed for project to run:

  • pip install Flask
  • pip install bootstrap-flask
  • pip install Flask-Login
  • pip install psycopg2
  • pip install python-dotenv
  • pip install openai

Aanpassingen aan packages:

  • In flaks_login/utils.py verwijder volgende imports:
    • from werkzeug.urls import url_encode
    • from werkzeug.urls import url_decode

Benodigd in de ENV-file:

  • USER_DB=postgres
  • PASSWORD_DB=password
  • HOST_DB=localhost
  • PORT_DB=5432

Gebruik NLP:

  • Installeer nodige packages

    • cd in root van project
    • run pip install -r requirements.txt
  • Aanmaken/ trainen van model:

    • cd in webapp/nlp en run main.py
    • symptom_model.joblib zou aangemaakt moeten zijn
    • cd webapp/ en run app.py zoals normaal
    • chat met bot
  • Link naar LLM op HuggingFace: https://huggingface.co/Torando/doctor-gpt-gguf

About

DocterGPT is a small application where you can chat with a doctor chatbot. He will then reply based on your prompt what the most likely medical condition/illness is based on the symptoms or feelings you enter.

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