wuchong commented on code in PR #1570:
URL: https://github.com/apache/fluss/pull/1570#discussion_r2296575252


##########
website/blog/2025-06-01-partial-updates.md:
##########
@@ -297,7 +297,7 @@ Flink SQL> SELECT * FROM user_rec_wide;
 ### Conclusion
 Partial updates in Fluss enable an alternative approach in how we design 
streaming data pipelines for enriching or joining data. 
 
-When all your sources share a primary key - otherwise you can mix & match 
[streaming lookup 
joins](https://alibaba.github.io/fluss-docs/docs/engine-flink/lookups/#lookup) 
- you can turn the problem on its head: update a unified table incrementally, 
rather than joining streams on the fly. 
+When all your sources share a primary key - otherwise you can mix & match 
[streaming lookup 
joins](https://alibaba.github.io/fluss-docs/docs/flink-engine/lookups/#lookup) 
- you can turn the problem on its head: update a unified table incrementally, 
rather than joining streams on the fly. 

Review Comment:
   Update the link to the new apache url: 
   
   https://fluss.apache.org/docs/engine-flink/lookups/



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