wip

Author: rustagir

docs/fundamentals/as-avs.txt

@@ -225,11 +225,16 @@ The following code uses the index created in the preceding
 .. io-code-block::
    :copyable: true
 
-   .. input:: /includes/fundamentals/as-avs/AtlasSearchTest.php
+   .. input::
       :language: php
-      :dedent:
-      :start-after: start-vs-query
-      :end-before: end-vs-query
+
+      $movies = Book::vectorSearch(
+          index: 'vector',
+          path: 'vector_embeddings',
+          // Vector representation of the query "coming of age"
+          queryVector: [-0.0016261312, -0.028070757, ...],
+          limit: 3,
+      );
 
    .. output::
       :language: json

docs/includes/fundamentals/as-avs/AtlasSearchTest.php

@@ -86,22 +86,12 @@ public function autocompleteSearchTest(): void
      */
     public function vectorSearchTest(): void
     {
-        // start-vs-query
-        $movies = Book::vectorSearch(
-            index: 'vector',
-            path: 'vector_embeddings',
-            // Vector representation of the query "coming of age"
-            queryVector: [-0.0016261312, -0.028070757, ...],
-            limit: 3,
-        );
-        // end-vs-query
-
         $results = Book::vectorSearch(
             index: 'vector',
             path: 'vector4',
             queryVector: $this->vectors[0],
-            limit: 5,
-            numCandidates: 15,
+            limit: 3,
+            numCandidates: 10,
             filter: Query::query(
                 title: Query::ne('A'),
             ),