Create Dockerfile

Dockerfile

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+# Use Python 3.12 as the base image
+FROM python:3.12
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    ffmpeg \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create a non-root user
+RUN useradd -m -u 1000 user
+WORKDIR /app
+
+# Copy requirements file
+COPY --chown=user ./requirements.txt requirements.txt
+
+# Install dependencies from source
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir git+https://github.com/huggingface/transformers && \
+    pip install --no-cache-dir flash-attn && \
+    pip install --no-cache-dir -r requirements.txt
+
+# Copy application files
+COPY --chown=user . /app
+
+# Switch to the non-root user
+USER user
+
+# Set environment variables
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Command to run the application
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]