How do I set up TensorFlow Serving API?
An example of an AI chatbot conversation about setting up TensorFlow Serving API.
How do I set up TensorFlow Serving API?
To set up TensorFlow Serving API, you need to install TensorFlow Serving and configure it to serve your model.
What are the installation steps for TensorFlow Serving?
You can install TensorFlow Serving using Docker or from source. Docker is the easiest method. Would you like instructions for that?
Yes, please provide the Docker installation steps.
First, ensure you have Docker installed. Then, run the command: docker pull tensorflow/serving to get the latest image.
How do I deploy my model using TensorFlow Serving?
You can deploy your model by running a Docker container with the command: docker run -p 8501:8501 --name=tf_model_serving --mount type=bind,source=/path/to/model,target=/models/model_name -e MODEL_NAME=model_name -t tensorflow/serving.
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