Zhihua Deng created HIVE-29681:
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             Summary: Introduce dynamic table discovery to Metastore
                 Key: HIVE-29681
                 URL: https://issues.apache.org/jira/browse/HIVE-29681
             Project: Hive
          Issue Type: Sub-task
            Reporter: Zhihua Deng
            Assignee: Zhihua Deng


Today, metadata search in MetaStore is effective when users know exact or 
partial table names, database names, or schema fields. However, it performs 
poorly for natural-language or concept-driven queries such as:
 * “monthly customer churn tables”
 * “finance datasets with invoice amount”
 * “profile tables with email and phone”
 * “recommendation feature tables”

AI agents increasingly expect Metastore to understand intent, synonyms, and 
business terminology, without changing MetaStore’s role as the source of truth. 
This Jira is trying to solve this gap, will attach the design document later.



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