diff --git a/src/backend/langflow/graph/base.py b/src/backend/langflow/graph/base.py
index 5b64885fb..08b255441 100644
--- a/src/backend/langflow/graph/base.py
+++ b/src/backend/langflow/graph/base.py
@@ -175,6 +175,12 @@ class Node:
                         # turn result which is a function into a coroutine
                         # so that it can be awaited
                         self.params["coroutine"] = sync_to_async(result)
+                if isinstance(result, list):
+                    # If the result is a list, then we need to extend the list
+                    # with the result but first check if the key exists
+                    # if it doesn't, then we need to create a new list
+                    if isinstance(self.params[key], list):
+                        self.params[key].extend(result)
 
                 self.params[key] = result
             elif isinstance(value, list) and all(
diff --git a/src/backend/langflow/graph/nodes.py b/src/backend/langflow/graph/nodes.py
index 7d9b05366..ea94e10b8 100644
--- a/src/backend/langflow/graph/nodes.py
+++ b/src/backend/langflow/graph/nodes.py
@@ -62,6 +62,11 @@ class PromptNode(Node):
                     if tools is not None
                     else []
                 )
+                # flatten the list of tools if it is a list of lists
+                # first check if it is a list
+                if isinstance(tools, list) and isinstance(tools[0], list):
+                    tools = [tool for sublist in tools for tool in sublist]
+
                 self.params["tools"] = tools
                 prompt_params = [
                     key
diff --git a/src/backend/langflow/interface/toolkits/base.py b/src/backend/langflow/interface/toolkits/base.py
index 9f01b2bb2..be2345c02 100644
--- a/src/backend/langflow/interface/toolkits/base.py
+++ b/src/backend/langflow/interface/toolkits/base.py
@@ -44,7 +44,7 @@ class ToolkitCreator(LangChainTypeCreator):
         try:
             template = build_template_from_class(name, self.type_to_loader_dict)
             # add Tool to base_classes
-            if template:
+            if "toolkit" in name.lower() and template:
                 template["base_classes"].append("Tool")
             return template
         except ValueError as exc:
diff --git a/src/backend/langflow/template/frontend_node/agents.py b/src/backend/langflow/template/frontend_node/agents.py
index e4fe40187..451dd7eca 100644
--- a/src/backend/langflow/template/frontend_node/agents.py
+++ b/src/backend/langflow/template/frontend_node/agents.py
@@ -146,7 +146,7 @@ class CSVAgentNode(FrontendNode):
             ),
         ],
     )
-    description: str = """Construct a json agent from a CSV and tools."""
+    description: str = """Construct a CSV agent from a CSV and tools."""
     base_classes: list[str] = ["AgentExecutor"]
 
     def to_dict(self):
@@ -194,7 +194,7 @@ class InitializeAgentNode(FrontendNode):
             ),
         ],
     )
-    description: str = """Construct a json agent from an LLM and tools."""
+    description: str = """Construct a zero shot agent from an LLM and tools."""
     base_classes: list[str] = ["AgentExecutor", "function"]
 
     def to_dict(self):