Create Dockerfile

Dockerfile

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+# Use official Python image
+FROM python:3.9
+
+# Set the working directory
+WORKDIR /app
+
+# Copy files into the container
+COPY . /app
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Expose the required ports
+EXPOSE 8501 8500
+
+# Start FastAPI and Streamlit in parallel
+CMD ["sh", "-c", "uvicorn app:app --host 0.0.0.0 --port 8500 & streamlit run app_ui.py --server.port 8501 --server.address 0.0.0.0"]