Create Dockerfile

Dockerfile

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+# Use the official Python image as a parent image
+FROM python:3.11.3-slim
+
+# Set the working directory within the container
+WORKDIR /app
+
+# Copy the requirements.txt file into the container
+COPY ./requirements.txt /app/requirements.txt
+
+# Install the Python dependencies
+RUN pip install -r /app/requirements.txt
+
+# Copy your FastAPI application code into the container
+COPY ./main.py /app/main.py
+
+# Copy the model and key components into the container
+COPY ./model_and_key_components.pkl /app/model_and_key_components.pkl
+
+# Expose port 7860 for the FastAPI application
+EXPOSE 7860
+
+# Define the command to run your FastAPI application
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]