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+# Use the official Python image as a base image
+FROM python:3.10-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    libasound-dev \
+    portaudio19-dev \
+    libportaudio2 \
+    libportaudiocpp0 \
+    ffmpeg \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy the requirements.txt file into the container at /app
+COPY requirements.txt requirements.txt
+
+# Install the dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the application code into the container at /app
+COPY . .
+
+# Expose port 8501 for Streamlit
+EXPOSE 8501
+
+# Run the application
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]