[INLONG-11620][Audit] Provide an open API for module reconciliation #11640
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Motivation
Added a new API to provide automatic retry, automatic cache query, and automatic deduplication capabilities
Modifications
If the query cache fails, directly query the data source. If it still fails, deduplicate the audit data.