Build and test

refactor: upgrade AI search SDK and add doc for low cost deployment #479

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Run time

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Job	Run time
ubuntu-latest / Node.js v22	1m 38s
macos-latest / Node.js v22	48s
windows-latest / Node.js v22	2m 25s
test_all	1s
	4m 52s