diff --git a/cognee/api/v1/cognify/routers/get_cognify_router.py b/cognee/api/v1/cognify/routers/get_cognify_router.py
index 739bd1657..257ac994f 100644
--- a/cognee/api/v1/cognify/routers/get_cognify_router.py
+++ b/cognee/api/v1/cognify/routers/get_cognify_router.py
@@ -1,24 +1,15 @@
 from fastapi import APIRouter
-from typing import List, Optional, Any
-from pydantic import BaseModel, create_model
+from typing import List, Optional
+from pydantic import BaseModel
 from cognee.modules.users.models import User
 from fastapi.responses import JSONResponse
 from cognee.modules.users.methods import get_authenticated_user
 from fastapi import Depends
-
 from cognee.shared.data_models import KnowledgeGraph
 
-
 class CognifyPayloadDTO(BaseModel):
     datasets: List[str]
-    graph_model: Optional[Any] = None
-
-
-def json_to_pydantic_model(name: str, json_schema: dict) -> BaseModel:
-    """
-    Create a Pydantic model on the fly from JSON.
-    """
-    return create_model(name, **{k: (type(v), ...) for k, v in json_schema.items()})
+    graph_model: Optional[BaseModel] = KnowledgeGraph
 
 def get_cognify_router() -> APIRouter:
     router = APIRouter()
@@ -28,16 +19,7 @@ def get_cognify_router() -> APIRouter:
         """ This endpoint is responsible for the cognitive processing of the content."""
         from cognee.api.v1.cognify.cognify_v2 import cognify as cognee_cognify
         try:
-            # Dynamic conversion of `graph_model` to Pydantic
-            if payload.graph_model:
-                graph_model_schema = payload.graph_model
-                GraphModelDynamic = json_to_pydantic_model("GraphModelDynamic", graph_model_schema)
-                graph_model_instance = GraphModelDynamic(**graph_model_schema)
-                print(graph_model_instance)
-            else:
-                graph_model_instance = KnowledgeGraph
-
-            await cognee_cognify(payload.datasets, user, graph_model_instance)
+            await cognee_cognify(payload.datasets, user, payload.graph_model)
         except Exception as error:
             return JSONResponse(
                 status_code=409,