yihua opened a new pull request, #18876:
URL: https://github.com/apache/hudi/pull/18876

   ### Change Logs
   
   Reorganizes the 1.2.0 unstructured-data documentation in response to review 
feedback:
   
   - Dissolves the standalone **AI & Unstructured Data** sidebar category. The 
four pages (`vector_search`, `blob_unstructured_data`, `variant_type`, 
`lance_file_format`) now sit under **Design & Concepts** with the other 
data-type and storage-layout pages.
   - Renames **AI Quick Start** → **Unstructured Data Quick Start** 
(`ai-quick-start-guide.md` → `unstructured-data-quick-start.md`); old URL 
redirects to the new path.
   - Deletes the `ai_overview` positioning page.
   - Removes recommendation/value-judgment framing across the four pages and 
trims **Best Practices** sections to factual notes.
   - Adds cross-references for `VECTOR`, `BLOB`, and `VARIANT` from `sql_ddl`, 
`sql_dml`, `sql_queries`, `reading_tables_batch_reads`, and `writing_data`, so 
the types are discoverable from the existing read/write/SQL pages.
   
   ### Impact
   
   Docs-only: navigation, page titles, and inbound links change; no behavior or 
examples removed.
   
   ### Risk level
   
   none
   
   ### Documentation Update
   
   This PR is the documentation update.


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