msokolov commented on code in PR #12548:
URL: https://github.com/apache/lucene/pull/12548#discussion_r1357027508


##########
lucene/core/src/java/org/apache/lucene/search/DoubleValuesSource.java:
##########
@@ -172,6 +173,52 @@ public LongValuesSource rewrite(IndexSearcher searcher) 
throws IOException {
     }
   }
 
+  /**
+   * Returns a DoubleValues instance for computing the vector similarity score 
per document against
+   * the byte query vector
+   *
+   * @param ctx the context for which to return the DoubleValues
+   * @param queryVector byte query vector
+   * @param vectorField knn byte field name
+   * @return DoubleValues instance
+   * @throws IOException if an {@link IOException} occurs
+   */
+  public static DoubleValues similarityToQueryVector(

Review Comment:
   Let's move these to VectorSimilaritySource? This file seem to be a dumping 
ground for all the things; let's not pile on.



##########
lucene/core/src/java/org/apache/lucene/search/ByteVectorSimilarityValuesSource.java:
##########
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.lucene.search;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.Objects;
+import org.apache.lucene.index.ByteVectorValues;
+import org.apache.lucene.index.LeafReaderContext;
+import org.apache.lucene.index.VectorSimilarityFunction;
+
+/**
+ * A {@link DoubleValuesSource} which computes the vector similarity scores 
between the query vector

Review Comment:
   nit: my English profs always said to use "that" in place of "which" when 
possible



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