[jira] [Updated] (HIVE-29681) Introduce contextual table search to Metastore

["Zhihua Deng (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/HIVE-29681?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Zhihua Deng updated HIVE-29681:
-------------------------------
    Summary: Introduce contextual table search to Metastore  (was: Introduce dynamic table discovery to Metastore)

> Introduce contextual table search 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
>            Priority: Major
>         Attachments: design.pdf
>
>
> 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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