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Dockerfile

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+# Use the official Python image as the base image
+FROM python:3.9
+
+# Set the working directory in the container
+WORKDIR /code
+
+# Copy requirements.txt file
+COPY requirements.txt .
+
+# Install the Python dependencies
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# copy all the files in the app folder
+COPY app/ .
+
+EXPOSE 7860
+
+# Start the FastAPI app with Uvicorn when the container starts
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

requirements.txt

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+fastapi[all]
+scikit-learn==1.2.1
+numpy==1.21.5
+pandas==1.3.1
+pydantic