Add support for new MongoDB store

README.md

@@ -49,6 +49,13 @@ llm_chain:
             endpoint: '%env(AZURE_SEARCH_ENDPOINT)%'
             index_name: '%env(AZURE_SEARCH_INDEX)%' 
             api_version: '2024-07-01'
+        mongodb:
+            engine: 'mongodb'
+            database_name: '%env(MONGODB_DATABASE)%'
+            collection_name: '%env(MONGODB_COLLECTION)%'
+            index_name: '%env(MONGODB_INDEX)%'
+            vector_field_name: 'vector'
+            bulk_write: false
 ```
 
 ## Usage

src/DependencyInjection/Configuration.php

@@ -52,12 +52,15 @@ public function getConfigTreeBuilder(): TreeBuilder
                     ->useAttributeAsKey('name')
                     ->arrayPrototype()
                         ->children()
-                            ->enumNode('engine')->values(['chroma-db', 'azure-search'])->isRequired()->end()
+                            ->enumNode('engine')->values(['chroma-db', 'azure-search', 'mongodb'])->isRequired()->end()
                             ->scalarNode('collection_name')->end()
                             ->scalarNode('api_key')->end()
                             ->scalarNode('endpoint')->end()
                             ->scalarNode('index_name')->end()
                             ->scalarNode('api_version')->end()
+                            ->scalarNode('database_name')->end()
+                            ->scalarNode('vector_field_name')->end()
+                            ->booleanNode('bulk_write')->end()
                         ->end()
                     ->end()
             ->end()

src/DependencyInjection/LlmChainExtension.php

@@ -13,6 +13,7 @@
 use PhpLlm\LlmChain\OpenAI\Platform\OpenAI as OpenAIPlatform;
 use PhpLlm\LlmChain\Store\Azure\SearchStore as AzureSearchStore;
 use PhpLlm\LlmChain\Store\ChromaDB\Store as ChromaDBStore;
+use PhpLlm\LlmChain\Store\MongoDB\Store as MongoDBStore;
 use PhpLlm\LlmChain\Store\StoreInterface;
 use PhpLlm\LlmChain\Store\VectorStoreInterface;
 use PhpLlm\LlmChain\ToolBox\AsTool;
@@ -164,5 +165,17 @@ private function processStoreConfig(string $name, array $stores, ContainerBuilde
 
             $container->setDefinition('llm_chain.store.'.$name, $definition);
         }
+
+        if ('mongodb' === $stores['engine']) {
+            $definition = new ChildDefinition(MongoDBStore::class);
+            $definition
+                ->replaceArgument('$databaseName', $stores['databaseName'])
+                ->replaceArgument('$collectionName', $stores['collection_name'])
+                ->replaceArgument('$indexName', $stores['index_name'])
+                ->replaceArgument('$vectorFieldName', $stores['vector_field_name'])
+                ->replaceArgument('$bulkWrite', $stores['bulk_write']);
+
+            $container->setDefinition('llm_chain.store.'.$name, $definition);
+        }
     }
 }

src/Resources/config/services.php

@@ -13,6 +13,7 @@
 use PhpLlm\LlmChain\OpenAI\Platform\OpenAI as OpenAIPlatform;
 use PhpLlm\LlmChain\Store\Azure\SearchStore as AzureSearchStore;
 use PhpLlm\LlmChain\Store\ChromaDB\Store as ChromaDBStore;
+use PhpLlm\LlmChain\Store\MongoDB\Store as MongoDBStore;
 use PhpLlm\LlmChain\ToolBox\ParameterAnalyzer;
 use PhpLlm\LlmChain\ToolBox\ToolAnalyzer;
 use PhpLlm\LlmChain\ToolBox\ToolBox;
@@ -71,6 +72,15 @@
             ->args([
                 '$collectionName' => abstract_arg('Name of ChromaDB collection'),
             ])
+        ->set(MongoDBStore::class)
+            ->abstract()
+            ->args([
+                '$databaseName' => abstract_arg('The name of the database'),
+                '$collectionName' => abstract_arg('The name of the collection'),
+                '$indexName' => abstract_arg('The name of the Atlas Search index'),
+                '$vectorFieldName' => abstract_arg('The name of the field int the index that contains the vector'),
+                '$bulkWrite' => abstract_arg('Use bulk write operations'),
+            ])
 
         // tools
         ->set(ToolBox::class)