markhoerth commented on code in PR #12285:
URL: https://github.com/apache/gravitino/pull/12285#discussion_r3685748433


##########
docs/lakehouse-generic-catalog.md:
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@@ -4,200 +4,166 @@ slug: "/lakehouse-generic-catalog"
 keywords:
   - lakehouse
   - lance
+  - delta
   - metadata
   - generic catalog
-  - file system
 license: "This software is licensed under the Apache License version 2."
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 ## Overview
 
-The Generic Lakehouse Catalog is a Gravitino catalog implementation designed 
to seamlessly integrate with lakehouse storage systems built on file 
system-based architectures. This catalog enables unified metadata management 
for lakehouse tables stored on various storage backends, providing a consistent 
interface for data discovery, governance, and access control. 
+Some table formats define a catalog of their own, and Apache Gravitino 
federates to it. Lance and Delta define no catalog. A table in either format is 
a set of files, so the metadata needs a home. The Generic Lakehouse Catalog 
provides one, holding the metadata directly rather than federating. That is 
what makes it generic: a single catalog serves any format that arrives without 
one of its own.
 
-Gravitino fully supports the **Lance** lakehouse format, with plans to extend 
support to additional formats in the future.
+Lance and Delta define no catalog. A table in either format is a set of files, 
so the metadata needs a home. The Generic Lakehouse Catalog provides one, 
holding the metadata directly rather than federating. That is what makes it 
generic: a single catalog serves any format that arrives without one of its own.

Review Comment:
   ```suggestion
   ```



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