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+# Use the official Python image as a base
+FROM python:3.9-slim
+
+# Set environment variables
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+# Install system dependencies
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends \
+        wget \
+        unzip \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set up a working directory
+WORKDIR /app
+
+# Copy and install Python dependencies
+COPY requirements.txt .
+RUN pip install --upgrade pip \
+    && pip install -r requirements.txt
+
+# Install Jinja2
+RUN pip install jinja2
+
+# Set the TRANSFORMERS_CACHE environment variable
+ENV TRANSFORMERS_CACHE=/tmp/.cache/huggingface
+
+# Create the cache folder with appropriate permissions
+RUN mkdir -p $TRANSFORMERS_CACHE && chmod -R 777 $TRANSFORMERS_CACHE
+
+# Copy the FastAPI app into the container
+COPY app.py .
+
+EXPOSE 8000
+
+# Command to run the FastAPI application using uvicorn
+CMD uvicorn app:app --host 127.0.0.1 --port 8000