feat(store): ManagedStoreInterface added

Author: Guikingone

examples/.env

@@ -84,29 +84,29 @@ ALBERT_API_URL=
 MARIADB_URI=pdo-mysql://root@127.0.0.1:3309/my_database
 
 # Meilisearch
-MEILISEARCH_HOST=http://127.0.0.1:7700
+MEILISEARCH_ENDPOINT_URL=http://127.0.0.1:7700
 MEILISEARCH_API_KEY=changeMe
 
 # For using LMStudio
 LMSTUDIO_HOST_URL=http://127.0.0.1:1234
 
 # Qdrant
-QDRANT_HOST=http://127.0.0.1:6333
+QDRANT_ENDPOINT_URL=http://127.0.0.1:6333
 QDRANT_SERVICE_API_KEY=changeMe
 
 # SurrealDB
-SURREALDB_HOST=http://127.0.0.1:8000
+SURREALDB_ENDPOINT_URL=http://127.0.0.1:8000
 SURREALDB_USER=symfony
 SURREALDB_PASS=symfony
 
 # Neo4J
-NEO4J_HOST=http://127.0.0.1:7474
+NEO4J_ENDPOINT_URL=http://127.0.0.1:7474
 NEO4J_DATABASE=neo4j
 NEO4J_USERNAME=neo4j
 NEO4J_PASSWORD=symfonyai
 
 # Typesense
-TYPESENSE_HOST=http://127.0.0.1:8108
+TYPESENSE_ENDPOINT_URL=http://127.0.0.1:8108
 TYPESENSE_API_KEY=changeMe
 
 # Cerebras

examples/memory/mariadb.php

@@ -54,7 +54,7 @@
 }
 
 // initialize the table
-$store->initialize();
+$store->setup();
 
 // create embeddings for documents as preparation of the chain memory
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client());

examples/rag/mariadb-gemini.php

@@ -48,7 +48,7 @@
 }
 
 // initialize the table
-$store->initialize(['dimensions' => 768]);
+$store->setup(['dimensions' => 768]);
 
 // create embeddings for documents
 $platform = PlatformFactory::create(env('GEMINI_API_KEY'), http_client());

examples/rag/mariadb-openai.php

@@ -47,7 +47,7 @@
 }
 
 // initialize the table
-$store->initialize();
+$store->setup();
 
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client());

examples/rag/meilisearch.php

@@ -32,11 +32,14 @@
 // initialize the store
 $store = new Store(
     httpClient: HttpClient::create(),
-    endpointUrl: env('MEILISEARCH_HOST'),
+    endpointUrl: env('MEILISEARCH_ENDPOINT_URL'),
     apiKey: env('MEILISEARCH_API_KEY'),
     indexName: 'movies',
 );
 
+// initialize the index
+$store->setup();
+
 // create embeddings and documents
 $documents = [];
 foreach (Movies::all() as $i => $movie) {
@@ -47,9 +50,6 @@
     );
 }
 
-// initialize the index
-$store->initialize();
-
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client());
 $vectorizer = new Vectorizer($platform, $embeddings = new Embeddings());

examples/rag/mongodb.php

@@ -38,6 +38,9 @@
     vectorFieldName: 'vector',
 );
 
+// initialize the index
+$store->setup();
+
 // create embeddings and documents
 foreach (Movies::all() as $movie) {
     $documents[] = new TextDocument(
@@ -53,9 +56,6 @@
 $indexer = new Indexer($vectorizer, $store, logger());
 $indexer->index($documents);
 
-// initialize the index
-$store->initialize();
-
 $model = new Gpt(Gpt::GPT_4O_MINI);
 
 $similaritySearch = new SimilaritySearch($platform, $embeddings, $store);

examples/rag/neo4j.php

@@ -32,7 +32,7 @@
 // initialize the store
 $store = new Store(
     httpClient: HttpClient::create(),
-    endpointUrl: env('NEO4J_HOST'),
+    endpointUrl: env('NEO4J_ENDPOINT_URL'),
     username: env('NEO4J_USERNAME'),
     password: env('NEO4J_PASSWORD'),
     databaseName: env('NEO4J_DATABASE'),
@@ -41,7 +41,7 @@
 );
 
 // initialize the table
-$store->initialize();
+$store->setup();
 
 // create embeddings and documents
 $documents = [];

examples/rag/postgres.php

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

examples/rag/qdrant.php

@@ -32,13 +32,13 @@
 // initialize the store
 $store = new Store(
     HttpClient::create(),
-    env('QDRANT_HOST'),
+    env('QDRANT_ENDPOINT_URL'),
     env('QDRANT_SERVICE_API_KEY'),
     'movies',
 );
 
 // initialize the collection (needs to be called before the indexer)
-$store->initialize();
+$store->setup();
 
 // create embeddings and documents
 foreach (Movies::all() as $movie) {

examples/rag/surrealdb.php

@@ -32,7 +32,7 @@
 // initialize the store
 $store = new Store(
     httpClient: HttpClient::create(),
-    endpointUrl: env('SURREALDB_HOST'),
+    endpointUrl: env('SURREALDB_ENDPOINT_URL'),
     user: env('SURREALDB_USER'),
     password: env('SURREALDB_PASS'),
     namespace: 'default',
@@ -41,7 +41,7 @@
 );
 
 // initialize the table
-$store->initialize();
+$store->setup();
 
 // create embeddings and documents
 $documents = [];