immaculate098/Regulatory-Report-Assistant

A mini full-stack app that extracts drug, adverse events, severity, and outcomes from unstructured medical reports using NLP (spaCy). Built with Django REST, React, Axios, and Chart.js. Supports translations (Swahili/French) and uses SQLite for data storage. ## Regulatory Report Assistant (Feyti Medical Group) Full‑stack app that processes adverse event reports using a Django REST API + spaCy and a React frontend. Includes history, translation, and a severity chart. ### Stack - Backend: Django REST Framework, SQLite, spaCy (`en_core_web_sm`) - Frontend: React (CRA), Axios, Chart.js (`react-chartjs-2`) - Deploy: Render (backend) + Render (frontend) ### Project Structure ``` /backend manage.py /regulatory_backend /reports requirements.txt /frontend (Create React App) README.md ``` ### Backend: Setup & Run (Local) 1. Create venv and install: ``` cd backend python3 -m venv .venv source .venv/bin/activate pip install -r backend/requirements.txt ``` 2. Migrate and run: ``` python manage.py makemigrations python manage.py migrate python manage.py runserver 0.0.0.0:8000 or python manage.py runserver ``` #### API Endpoints - POST `/process-report` - Body: `{ "report": "..." }` - Response: `{ id, raw_report, drug, adverse_events, severity, outcome, created_at }` - GET `/reports` - Response: `[{ ...report }, ...]` - POST `/translate` - Body: `{ "outcome": "recovered|ongoing|fatal", "language": "fr|sw" }` - Response: `{ outcome, language, translated }` ### Frontend: Setup & Run (Local) ``` cd frontend npm install npm start ``` The app expects the backend at `localhost`. ### Deployment (Render) Backend on Render (free web service): 1. Push repository to GitHub. 2. On Render, “New +” → Web Service. 3. Select repo, root: `/backend`. 4. Environment: Python 3.x. 5. Build Command: `pip install -r requirements.txt && python manage.py migrate` 6. Start Command: `gunicorn regulatory_backend.wsgi:application --bind 0.0.0.0:$PORT` 7. Set `ALLOWED_HOSTS` properly or `*` (already set for demo). Save. Frontend on Render: - Build: `npm run build` - Publish directory: `frontend/build` - Render Static Site: root `/frontend`, Build Command `npm install && npm run build`, Publish Directory `/build`. - Netlify: drag‑and‑drop `fro …