[Backport 9.1] Adds custom inference service API docs #4994
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* Adds custom inference service docs. * Adds response documentation. * Adds request params docs. * Fixes code style. * Fixes data type. * Adds json_spec. * Fixes typo. * Adds doc_id to the table.csv file. * Makes it prettier. * Adds examples. * Format fix. * Addresses feedback. * Adds more parameters and explanations. * Completes json_parser. * Addresses feedback. * Format fix. * Addresses more feedback. (cherry picked from commit af6a0b3)
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Backport af6a0b3 from #4852.