Create Dockerfile

Dockerfile

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+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Copy the model to the container
+COPY LRR.pkl .
+
+# Copy the FastAPI app code to the container
+COPY main.py .
+
+# Expose the port the FastAPI app will run on
+EXPOSE 7860
+
+# The CMD instruction specifies the command to run when the container starts
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]