yihua commented on code in PR #18876:
URL: https://github.com/apache/hudi/pull/18876#discussion_r3322267388


##########
website/docs/reading_tables_batch_reads.md:
##########
@@ -45,6 +45,19 @@ SELECT * FROM hudi_table WHERE age > 25;
 
 For more Flink read options, see [Using Flink](ingestion_flink.md).
 
+## VECTOR and BLOB Columns
+
+Hudi exposes two Spark SQL extensions for reading the 1.2.0 types:
+
+- `hudi_vector_search(table, vector_col, query_vector, top_k[, metric])` — 
top-K similarity search
+  over a `VECTOR` column. See [Vector Search](vector_search.md).
+- `read_blob(blob_col)` — materializes raw bytes from a `BLOB` column. Under 
the default
+  `hoodie.read.blob.inline.mode=DESCRIPTOR`, calling `read_blob()` on an 
`INLINE` column throws —
+  set the mode to `CONTENT` to read inline bytes. See [Unstructured 
Data](blob_unstructured_data.md).

Review Comment:
   This one usability to note, which is legit.



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