jerryshao commented on code in PR #9623:
URL: https://github.com/apache/gravitino/pull/9623#discussion_r2697835175


##########
docs/lance-rest-integration.md:
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@@ -0,0 +1,245 @@
+---
+title: "Lance REST Integration with Spark and Ray"
+slug: /lance-rest-integration
+keywords:
+  - lance
+  - lance-rest
+  - spark
+  - ray
+  - integration
+license: "This software is licensed under the Apache License version 2."
+---
+
+## Overview
+
+This guide provides comprehensive instructions for integrating the Apache 
Gravitino Lance REST service with data processing engines that support the 
Lance format, including Apache Spark via the [Lance Spark 
connector](https://lance.org/integrations/spark/) and Ray via the [Lance Ray 
connector](https://lance.org/integrations/ray/).
+
+This documentation assumes familiarity with the Lance REST service setup as 
described in the [Lance REST Service](./lance-rest-service) documentation.
+
+## Compatibility Matrix
+
+The following table outlines the tested compatibility between Gravitino 
versions and Lance connector versions:
+
+| Gravitino Version (Lance REST) | Supported lance-spark Versions | Supported 
lance-ray Versions |
+|--------------------------------|--------------------------------|------------------------------|
+| 1.1.1                          | 0.0.10 – 0.0.15                | 0.0.6 – 
0.0.8                |
+
+:::note
+- These version ranges represent combinations expected to be compatible based 
on API stability and feature sets.
+- While broad compatibility is anticipated within these ranges, only select 
versions have been explicitly tested.
+- We strongly recommend validating specific connector versions in your 
development environment before production deployment.
+- As the Lance ecosystem evolves rapidly, API changes may introduce breaking 
changes between versions.

Review Comment:
   The wording and expression are too sophisticated, ask AI to use simple words 
with simple expressions.



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