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+# Base image
+FROM tiangolo/uvicorn-gunicorn-fastapi:python3.9
+
+# Set working directory
+WORKDIR /theApp
+
+# Create a writable directory for the cache
+RUN mkdir -p /.cache/huggingface/hub && chmod -R 777 /.cache
+
+# Set the TRANSFORMERS_CACHE environment variable
+ENV TRANSFORMERS_CACHE /.cache/huggingface/hub
+
+# Copy the API files to the container
+COPY main.py .
+COPY gbc.pkl .
+COPY scaler.pkl .
+
+# Upgrade pip
+RUN /usr/local/bin/python -m pip install --upgrade pip
+
+# Install dependencies
+RUN pip install --no-cache-dir fastapi pydantic uvicorn scikit-learn joblib pandas numpy 
+
+# Expose the API port
+EXPOSE 7860
+
+# Start the API
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+#CMD ["uvicorn", "main:app", "--host", "127.0.0.1", "--port", "8000"]