Django Mental Health Chatbot
Chatbot Django per supporto salute mentale: risposte empatiche e di orientamento (in inglese).
Il modello utilizzato è gpt-3.5-turbo e il fine-tuning è realizzato con dataset huggingface.
Usa modelli NLP OpenAI (base o fine-tuned) e dataset Hugging Face (mental_health_counseling).
Fasi: preparazione dati JSONL e fine-tuning opzionale; integrazione web realtime con interfaccia chat.
Tecnologie: Django, OpenAI API, Jupyter Notebook, Hugging Face Datasets.
Sicurezza: variabili in .env (API key, modello); nessuna diagnosi medica, solo supporto informativo.
Prerequisiti: Python 3.10+, chiave OpenAI, virtualenv.
Setup e Avvio:
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python manage.py migrate
python manage.py runserver → http://127.0.0.1:8000
Configurazione .env: OPENAI_API_KEY=... (opzionale OPENAI_MODEL=ft:... per modello fine-tuned).
Django chatbot for mental health support: empathetic and guidance-oriented responses (in English).
Uses gpt-3.5-turbo model with optional fine-tuning on Hugging Face dataset.
Leverages OpenAI NLP models (base or fine-tuned) and Hugging Face (mental_health_counseling) dataset.
Phases: JSONL data preparation and optional fine-tuning; real-time web integration with chat interface.
Technologies: Django, OpenAI API, Jupyter Notebook, Hugging Face Datasets.
Security: variables in .env (API key, model); no medical diagnosis, informational support only.
Prerequisites: Python 3.10+, OpenAI API key, virtualenv.
Setup and Run:
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python manage.py migrate
python manage.py runserver → http://127.0.0.1:8000
Configuration .env: OPENAI_API_KEY=... (optional OPENAI_MODEL=ft:... for fine-tuned model).