Create Dockerfile

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.9-slim
+
+# Disable Python buffering for easier container logging
+ENV PYTHONUNBUFFERED=1
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Install system dependencies (ffmpeg is needed for video processing, libsm6 and libxext6 support image/video)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy the requirements file into the container
+COPY requirements.txt /app/requirements.txt
+
+# Upgrade pip and install Python dependencies
+RUN pip install --upgrade pip && pip install --no-cache-dir -r requirements.txt
+
+# Download spaCy's small English model
+RUN python -m spacy download en_core_web_sm
+
+# Copy the rest of your application code into the container
+COPY . /app
+
+# Expose the port your app runs on
+EXPOSE 8500
+
+# Run the FastAPI application using uvicorn
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8500"]