Deployment and Scaling

Local Deployment

• Instructions for running the app locally with Streamlit.

Dockerization

• Dockerize the app for easy deployment across environments.

  dockerfileCopyEditFROM python:3.8-slim
  WORKDIR /app
  COPY . /app
  RUN pip install -r requirements.txt
  CMD ["streamlit", "run", "app.py"]

Cloud Deployment

• Deploy to cloud platforms:

  • AWS: Use Lambda functions and S3 for storage.

  • Google Cloud Run: Deploy a serverless container.

Horizontal Scaling

• Set up load balancers to handle increased traffic.

• Integrate with Kubernetes for auto-scaling.