diff --git a/providers/src/airflow/providers/edge/CHANGELOG.rst b/providers/src/airflow/providers/edge/CHANGELOG.rst
index c0f153befb254..f9d9816d34acf 100644
--- a/providers/src/airflow/providers/edge/CHANGELOG.rst
+++ b/providers/src/airflow/providers/edge/CHANGELOG.rst
@@ -27,6 +27,14 @@
 Changelog
 ---------
 
+0.9.5pre0
+.........
+
+Misc
+~~~~
+
+* ``Revert removal of Pydantic model support from PR 44552 to restore compatibility with Airflow 2.10.``
+
 0.9.4pre0
 .........
 
diff --git a/providers/src/airflow/providers/edge/__init__.py b/providers/src/airflow/providers/edge/__init__.py
index a9c9f6ce6d845..72aaf60f36499 100644
--- a/providers/src/airflow/providers/edge/__init__.py
+++ b/providers/src/airflow/providers/edge/__init__.py
@@ -29,7 +29,7 @@
 
 __all__ = ["__version__"]
 
-__version__ = "0.9.4pre0"
+__version__ = "0.9.5pre0"
 
 if packaging.version.parse(packaging.version.parse(airflow_version).base_version) < packaging.version.parse(
     "2.10.0"
diff --git a/providers/src/airflow/providers/edge/provider.yaml b/providers/src/airflow/providers/edge/provider.yaml
index 4f3fc0daa0eae..ac64d35691bf0 100644
--- a/providers/src/airflow/providers/edge/provider.yaml
+++ b/providers/src/airflow/providers/edge/provider.yaml
@@ -27,7 +27,7 @@ source-date-epoch: 1729683247
 
 # note that those versions are maintained by release manager - do not update them manually
 versions:
-  - 0.9.4pre0
+  - 0.9.5pre0
 
 dependencies:
   - apache-airflow>=2.10.0
diff --git a/providers/src/airflow/providers/edge/worker_api/routes/_v2_routes.py b/providers/src/airflow/providers/edge/worker_api/routes/_v2_routes.py
index b4e9d4405630c..684c9dd4dae68 100644
--- a/providers/src/airflow/providers/edge/worker_api/routes/_v2_routes.py
+++ b/providers/src/airflow/providers/edge/worker_api/routes/_v2_routes.py
@@ -88,7 +88,8 @@ def rpcapi_v2(body: dict[str, Any]) -> APIResponse:
         params = {}
         try:
             if request_obj.params:
-                params = BaseSerialization.deserialize(request_obj.params)
+                # Note, this is Airflow 2.10 specific, as it uses Pydantic models for serialization
+                params = BaseSerialization.deserialize(request_obj.params, use_pydantic_models=True)  # type: ignore[call-arg]
         except Exception:
             raise error_response("Error deserializing parameters.", status.HTTP_400_BAD_REQUEST)
 
@@ -97,13 +98,15 @@ def rpcapi_v2(body: dict[str, Any]) -> APIResponse:
             # Session must be created there as it may be needed by serializer for lazy-loaded fields.
             with create_session() as session:
                 output = handler(**params, session=session)
-                output_json = BaseSerialization.serialize(output)
+                # Note, this is Airflow 2.10 specific, as it uses Pydantic models for serialization
+                output_json = BaseSerialization.serialize(output, use_pydantic_models=True)  # type: ignore[call-arg]
                 log.debug(
                     "Sending response: %s", json.dumps(output_json) if output_json is not None else None
                 )
         # In case of AirflowException or other selective known types, transport the exception class back to caller
         except (KeyError, AttributeError, AirflowException) as e:
-            output_json = BaseSerialization.serialize(e)
+            # Note, this is Airflow 2.10 specific, as it uses Pydantic models for serialization
+            output_json = BaseSerialization.serialize(e, use_pydantic_models=True)  # type: ignore[call-arg]
             log.debug(
                 "Sending exception response: %s", json.dumps(output_json) if output_json is not None else None
             )