With DOCKER

Docker

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+# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM python:3.12
+
+# # Install system dependencies
+# RUN apt-get update && apt-get install -y \
+#     portaudio19-dev \
+#     python3-dev \
+#     && rm -rf /var/lib/apt/lists/*
+
+# Install ALSA dependencies and other packages
+RUN apt-get update && apt-get install -y \
+    alsa-utils \
+    libasound2 \
+    portaudio19-dev \
+    python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# The two following lines are requirements for the Dev Mode to be functional
+# Learn more about the Dev Mode at https://huggingface.co/dev-mode-explorers
+RUN useradd -m -u 1000 user
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY . .
+# CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+
+# Set the environment variable for Flask
+ENV FLASK_APP=main.py
+ENV FLASK_RUN_HOST=0.0.0.0
+ENV FLASK_RUN_PORT=7860
+
+# Expose the port Flask will run on
+EXPOSE 7860
+
+# Command to run the Flask app
+CMD ["flask", "run"]