diff --git a/aixplain/factories/pipeline_factory.py b/aixplain/factories/pipeline_factory.py
index 404a5556..ce552712 100644
--- a/aixplain/factories/pipeline_factory.py
+++ b/aixplain/factories/pipeline_factory.py
@@ -45,6 +45,11 @@ class PipelineFactory:
     aixplain_key = config.AIXPLAIN_API_KEY
     backend_url = config.BACKEND_URL
 
+    @classmethod
+    def __get_typed_nodes(cls, response: Dict, type: str) -> List[Dict]:
+        # read "nodes" field from response and return the nodes that are marked by "type": type
+        return [node for node in response["nodes"] if node["type"].lower() == type.lower()]
+
     @classmethod
     def __from_response(cls, response: Dict) -> Pipeline:
         """Converts response Json to 'Pipeline' object
@@ -57,7 +62,9 @@ def __from_response(cls, response: Dict) -> Pipeline:
         """
         if "api_key" not in response:
             response["api_key"] = config.TEAM_API_KEY
-        return Pipeline(response["id"], response["name"], response["api_key"])
+        input = cls.__get_typed_nodes(response, "input")
+        output = cls.__get_typed_nodes(response, "output")
+        return Pipeline(response["id"], response["name"], response["api_key"], input=input, output=output)
 
     @classmethod
     def get(cls, pipeline_id: Text, api_key: Optional[Text] = None) -> Pipeline:
@@ -73,7 +80,9 @@ def get(cls, pipeline_id: Text, api_key: Optional[Text] = None) -> Pipeline:
         resp = None
         try:
             url = urljoin(cls.backend_url, f"sdk/pipelines/{pipeline_id}")
-            if cls.aixplain_key != "":
+            if api_key is not None:
+                headers = {"Authorization": f"Token {api_key}", "Content-Type": "application/json"}
+            elif cls.aixplain_key != "":
                 headers = {"x-aixplain-key": f"{cls.aixplain_key}", "Content-Type": "application/json"}
             else:
                 headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}
diff --git a/pyproject.toml b/pyproject.toml
index 112c8f9a..73980717 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ namespaces = true
 
 [project]
 name = "aiXplain"
-version = "0.2.12"
+version = "0.2.13rc2"
 description = "aiXplain SDK adds AI functions to software."
 readme = "README.md"
 requires-python = ">=3.5, <4"