xtangcode commented on code in PR #227:
URL: https://github.com/apache/cloudberry-site/pull/227#discussion_r1924699045


##########
docs/advanced-analytics/pgvector-search.md:
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@@ -0,0 +1,429 @@
+---
+title: Use pgvector for Vector Similarity Search
+---
+
+# Use pgvector for Vector Similarity Search
+
+pgvector is an open-source plugin for vector similarity search. It supports 
both exact and approximate nearest neighbor searches, as well as L2 distance, 
inner product, and cosine distance. For more details, see [pgvector/pgvector: 
Open-source vector similarity search for 
Postgres](https://github.com/pgvector/pgvector). Apache Cloudberry allows you 
to use pgvector for data storage, querying, indexing, hybrid searches, and more 
through SQL statements.

Review Comment:
   Added: While the pgvector extension is maintained by the dedicated pgvector 
community, Cloudberry is committed to ensuring its compatibility and ease of 
use within our platform.



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