Create Dockerfile

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.8-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy only the files needed for pip install first to leverage Docker caching
+COPY requirements.txt ./
+
+# Install any needed packages specified in requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Install PyTorch
+RUN pip install torch torchvision torchaudio -f https://download.pytorch.org/whl/torch_stable.html
+
+
+# Copy the rest of your application's source code from your host to your image filesystem
+COPY . /app
+
+# Make port 8000 available to the world outside this container
+EXPOSE 8000
+
+# Define environment variable
+ENV NAME World
+
+# Command to run the application
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]