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@@ -1,19 +1,16 @@
 # Use a minimal base image with Python 3.11
 FROM python:3.11-slim
 
-# Set the working directory
+# Set the working directory inside the container to /app
 WORKDIR /app
 
-# Copy project files
+# Copy all files from the current directory on the host to the container's /app directory
 COPY . .
 
-# Install dependencies
-RUN pip install --no-cache-dir -r requirements.txt
+# Install Python dependencies listed in requirements.txt
+RUN pip3 install -r requirements.txt
 
-# Expose the port Hugging Face assigns dynamically
-EXPOSE 7860
-
-# Run Streamlit on the Hugging Face-assigned $PORT
-CMD ["sh", "-c", "streamlit run app.py --server.port=$PORT --server.address=0.0.0.0 --server.enableXsrfProtection=false"]
+# Define the command to run the Streamlit app on port 8501 and make it accessible externally
+CMD ["streamlit", "run", "app.py", "--server.port=7860", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]
 
 # NOTE: Disable XSRF protection for easier external access in order to make batch predictions