diff --git a/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/rtf/base.py b/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/rtf/base.py
index b2acff7d5173f..d4985bda82c14 100644
--- a/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/rtf/base.py
+++ b/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/rtf/base.py
@@ -1,7 +1,6 @@
 """RTF (Rich Text Format) reader."""
-import os.path
 from pathlib import Path
-from typing import List, Union
+from typing import List, Union, Any, Dict
 
 from llama_index.core.readers.base import BaseReader
 from llama_index.core.schema import Document
@@ -10,11 +9,12 @@
 class RTFReader(BaseReader):
     """RTF (Rich Text Format) Reader. Reads rtf file and convert to Document."""
 
-    def load_data(self, file: Union[Path, str]) -> List[Document]:
+    def load_data(self, input_file: Union[Path, str], extra_info=Dict[str, Any], **load_kwargs: Any) -> List[Document]:
         """Load data from RTF file.
 
         Args:
-            file (Path | str): Path for the RTF file.
+            input_file (Path | str): Path for the RTF file.
+            extra_info (Dict[str, Any]): Path for the RTF file.
 
         Returns:
             List[Document]: List of documents.
@@ -24,8 +24,6 @@ def load_data(self, file: Union[Path, str]) -> List[Document]:
         except ImportError:
             raise ImportError("striprtf is required to read RTF files.")
 
-        with open(str(file), "r") as f:
+        with open(str(input_file), "r") as f:
             text = rtf_to_text(f.read())
-            file_name = os.path.basename(file)
-
-            return [Document(text=text.strip(), metadata={"filename": file_name, 'file_path': str(file)})]
+            return [Document(text=text.strip())]