diff --git a/src/crewai_tools/tools/pdf_text_writing_tool/pdf_text_writing_tool.py b/src/crewai_tools/tools/pdf_text_writing_tool/pdf_text_writing_tool.py
index c3a686b14..851593167 100644
--- a/src/crewai_tools/tools/pdf_text_writing_tool/pdf_text_writing_tool.py
+++ b/src/crewai_tools/tools/pdf_text_writing_tool/pdf_text_writing_tool.py
@@ -1,29 +1,50 @@
-from typing import Any, Optional, Type
+from typing import Optional, Type
 from pydantic import BaseModel, Field
 from pypdf import PdfReader, PdfWriter, PageObject, ContentStream, NameObject, Font
 from pathlib import Path
+from crewai_tools.tools.rag.rag_tool import RagTool
 
 
 class PDFTextWritingToolSchema(BaseModel):
     """Input schema for PDFTextWritingTool."""
+
     pdf_path: str = Field(..., description="Path to the PDF file to modify")
     text: str = Field(..., description="Text to add to the PDF")
-    position: tuple = Field(..., description="Tuple of (x, y) coordinates for text placement")
+    position: tuple = Field(
+        ..., description="Tuple of (x, y) coordinates for text placement"
+    )
     font_size: int = Field(default=12, description="Font size of the text")
-    font_color: str = Field(default="0 0 0 rg", description="RGB color code for the text")
-    font_name: Optional[str] = Field(default="F1", description="Font name for standard fonts")
-    font_file: Optional[str] = Field(None, description="Path to a .ttf font file for custom font usage")
+    font_color: str = Field(
+        default="0 0 0 rg", description="RGB color code for the text"
+    )
+    font_name: Optional[str] = Field(
+        default="F1", description="Font name for standard fonts"
+    )
+    font_file: Optional[str] = Field(
+        None, description="Path to a .ttf font file for custom font usage"
+    )
     page_number: int = Field(default=0, description="Page number to add text to")
 
 
 class PDFTextWritingTool(RagTool):
     """A tool to add text to specific positions in a PDF, with custom font support."""
+
     name: str = "PDF Text Writing Tool"
     description: str = "A tool that can write text to a specific position in a PDF document, with optional custom font embedding."
     args_schema: Type[BaseModel] = PDFTextWritingToolSchema
 
-    def run(self, pdf_path: str, text: str, position: tuple, font_size: int, font_color: str,
-            font_name: str = "F1", font_file: Optional[str] = None, page_number: int = 0, **kwargs) -> str:
+    def run(
+        self,
+        pdf_path: str,
+        text: str,
+        position: tuple,
+        font_size: int,
+        font_color: str,
+        font_name: str = "F1",
+        font_file: Optional[str] = None,
+        page_number: int = 0,
+        **kwargs,
+    ) -> str:
         reader = PdfReader(pdf_path)
         writer = PdfWriter()
 
@@ -63,4 +84,4 @@ class PDFTextWritingTool(RagTool):
         with open(font_file, "rb") as file:
             font = Font.true_type(file.read())
         font_ref = writer.add_object(font)
-        return font_ref
\ No newline at end of file
+        return font_ref