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The following commit(s) were added to refs/heads/main by this push:
     new 4bcc0115e70 Ref guide: clarify docs for ACORN filtered vector search 
(#5162)
4bcc0115e70 is described below

commit 4bcc0115e704a6d5c981a7817969cca59e62ac92
Author: Adam Quigley <[email protected]>
AuthorDate: Mon Oct 19 21:02:38 2026 -0400

    Ref guide: clarify docs for ACORN filtered vector search (#5162)
---
 solr/solr-ref-guide/modules/query-guide/pages/dense-vector-search.adoc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git 
a/solr/solr-ref-guide/modules/query-guide/pages/dense-vector-search.adoc 
b/solr/solr-ref-guide/modules/query-guide/pages/dense-vector-search.adoc
index 283a219cca4..385ba4b3e76 100644
--- a/solr/solr-ref-guide/modules/query-guide/pages/dense-vector-search.adoc
+++ b/solr/solr-ref-guide/modules/query-guide/pages/dense-vector-search.adoc
@@ -519,7 +519,7 @@ The search results retrieved are the k=10 nearest documents 
to the vector in inp
 +
 ACORN is an algorithm designed to make hybrid searches consisting of a filter 
and a vector search more efficient.
 This approach tackles both the performance limitations of pre- and post- 
filtering.
-It modifies the construction of the HNSW graph and the search on it. Based on 
https://arxiv.org/abs/2403.04871[ACORN: Performant and Predicate-Agnostic 
Search Over Vector Embeddings and Structured Data (2024)].
+It modifies how the HNSW graph is searched. Based on 
https://arxiv.org/abs/2403.04871[ACORN: Performant and Predicate-Agnostic 
Search Over Vector Embeddings and Structured Data (2024)].
 +
 Solr relies on Lucene's implementation of the `filteredSearchThreshold` in the 
 
{lucene-javadocs}/core/org/apache/lucene/search/knn/KnnSearchStrategy.html[KnnSearchStrategy].
 +

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