Create Dockerfile

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.9
+
+# Set the working directory to /app
+WORKDIR /app
+
+# Copy the backend requirements file and install any needed packages
+COPY backend/requirements.txt /app/backend/requirements.txt
+RUN pip install --no-cache-dir -r /app/backend/requirements.txt
+
+# Copy the backend code
+COPY backend /app/backend
+
+# Copy the frontend requirements file and install any needed packages
+COPY frontend/requirements.txt /app/frontend/requirements.txt
+RUN pip install --no-cache-dir -r /app/frontend/requirements.txt
+
+# Copy the frontend code
+COPY frontend /app/frontend
+
+# Expose necessary ports
+EXPOSE 8000 8501
+
+# Start both services using a script
+CMD ["bash", "-c", "uvicorn backend.main:app --host 0.0.0.0 --port 8000 & streamlit run /app/frontend/app.py"]