diff --git a/autogpt_platform/backend/backend/api/features/chat/tools/helpers.py b/autogpt_platform/backend/backend/api/features/chat/tools/helpers.py
index 8c4f7df28a..cf53605ac0 100644
--- a/autogpt_platform/backend/backend/api/features/chat/tools/helpers.py
+++ b/autogpt_platform/backend/backend/api/features/chat/tools/helpers.py
@@ -2,39 +2,12 @@
 
 from typing import Any
 
-from .models import ErrorResponse
-
-
-def error_response(
-    message: str, session_id: str | None, **kwargs: Any
-) -> ErrorResponse:
-    """Create standardized error response.
-
-    Args:
-        message: Error message to display
-        session_id: Current session ID
-        **kwargs: Additional fields to pass to ErrorResponse
-
-    Returns:
-        ErrorResponse with the given message and session_id
-    """
-    return ErrorResponse(message=message, session_id=session_id, **kwargs)
-
 
 def get_inputs_from_schema(
     input_schema: dict[str, Any],
     exclude_fields: set[str] | None = None,
 ) -> list[dict[str, Any]]:
-    """Extract input field info from JSON schema.
-
-    Args:
-        input_schema: JSON schema dict with 'properties' and 'required'
-        exclude_fields: Set of field names to exclude (e.g., credential fields)
-
-    Returns:
-        List of dicts with field info (name, title, type, description, required, default)
-    """
-    # Safety check: original code returned [] if input_schema wasn't a dict
+    """Extract input field info from JSON schema."""
     if not isinstance(input_schema, dict):
         return []
 
@@ -54,28 +27,3 @@ def get_inputs_from_schema(
         for name, schema in properties.items()
         if name not in exclude
     ]
-
-
-def format_inputs_as_markdown(inputs: list[dict[str, Any]]) -> str:
-    """Format input fields as a readable markdown list.
-
-    Args:
-        inputs: List of input dicts from get_inputs_from_schema
-
-    Returns:
-        Markdown-formatted string listing the inputs
-    """
-    if not inputs:
-        return "No inputs required."
-
-    lines = []
-    for inp in inputs:
-        required_marker = " (required)" if inp.get("required") else ""
-        default = inp.get("default")
-        default_info = f" [default: {default}]" if default is not None else ""
-        description = inp.get("description", "")
-        desc_info = f" - {description}" if description else ""
-
-        lines.append(f"- **{inp['name']}**{required_marker}{default_info}{desc_info}")
-
-    return "\n".join(lines)
diff --git a/autogpt_platform/backend/backend/api/features/chat/tools/run_agent.py b/autogpt_platform/backend/backend/api/features/chat/tools/run_agent.py
index bc9aed4a35..a9f19bcf62 100644
--- a/autogpt_platform/backend/backend/api/features/chat/tools/run_agent.py
+++ b/autogpt_platform/backend/backend/api/features/chat/tools/run_agent.py
@@ -262,7 +262,7 @@ class RunAgentTool(BaseTool):
                         ),
                         requirements={
                             "credentials": requirements_creds_list,
-                            "inputs": self._get_inputs_list(graph.input_schema),
+                            "inputs": get_inputs_from_schema(graph.input_schema),
                             "execution_modes": self._get_execution_modes(graph),
                         },
                     ),
@@ -370,10 +370,6 @@ class RunAgentTool(BaseTool):
                 session_id=session_id,
             )
 
-    def _get_inputs_list(self, input_schema: dict[str, Any]) -> list[dict[str, Any]]:
-        """Extract inputs list from schema."""
-        return get_inputs_from_schema(input_schema)
-
     def _get_execution_modes(self, graph: GraphModel) -> list[str]:
         """Get available execution modes for the graph."""
         trigger_info = graph.trigger_setup_info
@@ -387,7 +383,7 @@ class RunAgentTool(BaseTool):
         suffix: str,
     ) -> str:
         """Build a message describing available inputs for an agent."""
-        inputs_list = self._get_inputs_list(graph.input_schema)
+        inputs_list = get_inputs_from_schema(graph.input_schema)
         required_names = [i["name"] for i in inputs_list if i["required"]]
         optional_names = [i["name"] for i in inputs_list if not i["required"]]