hash the schema as the client side cache key

Author: tylerhutcherson

redisvl/schema/validation.py

@@ -5,6 +5,7 @@
 using dynamically generated Pydantic models.
 """
 
+import json
 from typing import Any, Dict, List, Optional, Type, Union
 
 from jsonpath_ng import parse as jsonpath_parse
@@ -41,7 +42,7 @@ def get_model_for_schema(cls, schema: IndexSchema) -> Type[BaseModel]:
             A Pydantic model class that can validate data against the schema
         """
         # Use schema identifier as cache key
-        cache_key = schema.index.name
+        cache_key = str(hash(json.dumps(schema.to_dict(), sort_keys=True).encode()))
 
         if cache_key not in cls._model_cache:
             cls._model_cache[cache_key] = cls._create_model(schema)