Create Dockerfile

Dockerfile

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+# Use the official Python image as a parent image
+FROM python:3.11.3-slim
+
+# Set the working directory within the container
+WORKDIR /app
+
+# Copy the requirements.txt file into the container
+COPY ./requirements.txt /app/requirements.txt
+
+# Install the Python dependencies
+RUN pip install -r /app/requirements.txt
+
+# Copy your Streamlit application code into the container
+COPY ./app.py /app/app.py
+
+# Copy the model and key components into the container
+COPY ./model_and_key_components.pkl /app/model_and_key_components.pkl
+
+# Expose port 8000 for the FastAPI application
+EXPOSE 7860
+
+# Command to start the Streamlit app
+CMD ["streamlit", "run", "--server.port", "7860", "app.py"]