ref

Author: Guikingone

examples/rag/meilisearch.php

@@ -37,9 +37,6 @@
     indexName: 'movies',
 );
 
-// initialize the index
-$store->setup();
-
 // create embeddings and documents
 $documents = [];
 foreach (Movies::all() as $i => $movie) {
@@ -50,6 +47,9 @@
     );
 }
 
+// initialize the index
+$store->setup();
+
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client());
 $vectorizer = new Vectorizer($platform, $embeddings = new Embeddings());

examples/rag/mongodb.php

@@ -38,9 +38,6 @@
     vectorFieldName: 'vector',
 );
 
-// initialize the index
-$store->setup();
-
 // create embeddings and documents
 foreach (Movies::all() as $movie) {
     $documents[] = new TextDocument(
@@ -50,6 +47,9 @@
     );
 }
 
+// initialize the index
+$store->setup();
+
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'));
 $vectorizer = new Vectorizer($platform, $embeddings = new Embeddings());

examples/rag/postgres.php

@@ -36,9 +36,6 @@
     tableName: 'my_table',
 );
 
-// initialize the table
-$store->setup();
-
 // create embeddings and documents
 $documents = [];
 foreach (Movies::all() as $i => $movie) {
@@ -49,6 +46,9 @@
     );
 }
 
+// initialize the table
+$store->setup();
+
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client());
 $vectorizer = new Vectorizer($platform, $embeddings = new Embeddings());