Create Dockerfile

Dockerfile

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+
+ FROM python:3.10.6
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the requirements file into the container
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the  xgb_model.joblib files to the container
+COPY xgb_model.joblib .
+
+# Copy the current directory contents into the container at /app
+COPY . /app
+
+# Expose the port that the FastAPI application will run on
+EXPOSE 7860
+
+# Command to run the FastAPI application when the container starts
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]