Build And Push Docker Image

Update README and API doc for Chipper announcement (#940) #411

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Run time

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Job	Run time
set-short-sha	1s
build-images (linux/arm64)	7m 23s
build-images (linux/amd64)	8m 32s
publish-images	4m 8s
	20m 4s