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@@ -1,14 +1,18 @@
-FROM python:3.12
+# Use a base image with Python
+FROM python:3.10
 
-WORKDIR /code
-
-COPY ./requirements.txt /code/requirements.txt
-
-RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+# Set the working directory
+WORKDIR /app
 
+# Copy the app files
 COPY . .
 
-EXPOSE 7860
+# Install dependencies
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install -r requirements.txt
+
+# Install Gunicorn (if not in requirements.txt)
+RUN pip install gunicorn uvicorn
 
-#CMD ["shiny", "run", "app.py", "--host", "0.0.0.0", "--port", "7860"]
+# Run the app with multiple workers
 CMD ["gunicorn", "-w", "4", "-k", "uvicorn.workers.UvicornWorker", "app:app", "--bind", "0.0.0.0:7860"]