Create Dockerfile

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.10-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the current directory contents into the container at /app
+COPY . /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Expose ports for FastAPI and Streamlit
+EXPOSE 8000
+EXPOSE 7860
+
+# Create a script to run both FastAPI and Streamlit
+RUN echo '#!/bin/bash\n\
+uvicorn backend:app --host 0.0.0.0 --port 8000 &\n\
+streamlit run frontend.py --server.port 7860 --server.address 0.0.0.0\n\
+' > /app/run.sh
+
+# Make the script executable
+RUN chmod +x /app/run.sh
+
+# Run the script when the container launches
+CMD ["/app/run.sh"]