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It is recommended to adopt an event-driven architecture combined with Change Data Capture (CDC) technology to capture changes from database transaction logs, and to use idempotent design to ensure document changes are reliably propagated to the vector layer, avoiding the creation of orphaned vectors.
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Long-term
Relevance
8/30/2026
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