diff --git a/anansyTypes/structures/embedding.py b/anansyTypes/structures/embedding.py
index db78c7d..ef50d69 100644
--- a/anansyTypes/structures/embedding.py
+++ b/anansyTypes/structures/embedding.py
@@ -25,4 +25,31 @@ class Embedding:
 
     @classmethod
     def from_dict(cls, data: dict) -> "Embedding":
-        return cls(data=torch.tensor(data["data"], dtype=torch.float32))
+        return cls(data=np.array(data["data"], dtype=np.float32))
+
+    @classmethod
+    def __get_pydantic_core_schema__(cls, source_type: Any, handler):
+        from pydantic_core import core_schema
+        
+        def validate_embedding(value):
+            if isinstance(value, cls):
+                return value
+            if isinstance(value, dict):
+                return cls.from_dict(value)
+            raise ValueError(f"Cannot convert {type(value)} to Embedding")
+        
+        python_schema = core_schema.with_info_plain_validator_function(
+            lambda value, _: validate_embedding(value),
+            serialization=core_schema.plain_serializer_function_ser_schema(
+                lambda x: {"data": x.data.tolist()},
+                when_used="json",
+            ),
+        )
+        
+        return core_schema.json_or_python_schema(
+            json_schema=core_schema.typed_dict_schema({
+                'data': core_schema.typed_dict_field(core_schema.list_schema())
+            }),
+            python_schema=python_schema,
+        )
+