fix: create community adapter if exists

cognee/infrastructure/databases/graph/get_graph_engine.py

@@ -2,8 +2,10 @@
 
 from functools import lru_cache
 
+
 from .config import get_graph_config
 from .graph_db_interface import GraphDBInterface
+from .supported_databases import supported_databases
 
 
 async def get_graph_engine() -> GraphDBInterface:
@@ -74,6 +76,15 @@ def create_graph_engine(
         specified.
     """
 
+    if graph_database_provider in supported_databases:
+        adapter = supported_databases[graph_database_provider]
+
+        return adapter(
+            graph_database_url=graph_database_url,
+            graph_database_username=graph_database_username,
+            graph_database_password=graph_database_password,
+        )
+
     if graph_database_provider == "neo4j":
         if not (graph_database_url and graph_database_username and graph_database_password):
             raise EnvironmentError("Missing required Neo4j credentials.")

cognee/infrastructure/databases/vector/create_vector_engine.py

@@ -1,3 +1,4 @@
+from .supported_databases import supported_databases
 from .embeddings import get_embedding_engine
 
 from functools import lru_cache
@@ -38,6 +39,15 @@ def create_vector_engine(
     """
     embedding_engine = get_embedding_engine()
 
+    if vector_db_provider in supported_databases:
+        adapter = supported_databases[vector_db_provider]
+
+        return adapter(
+            utl=vector_db_url,
+            api_key=vector_db_key,
+            embedding_engine=embedding_engine,
+        )
+
     if vector_db_provider == "weaviate":
         from .weaviate_db import WeaviateAdapter