diff --git a/docling/cli/main.py b/docling/cli/main.py
index 39201ffe..54724383 100644
--- a/docling/cli/main.py
+++ b/docling/cli/main.py
@@ -26,11 +26,11 @@ from docling.datamodel.pipeline_options import (
     EasyOcrOptions,
     OcrMacOptions,
     OcrOptions,
+    PaddleOcrOptions,
     PdfPipelineOptions,
     TableFormerMode,
     TesseractCliOcrOptions,
     TesseractOcrOptions,
-    PaddleOcrOptions
 )
 from docling.document_converter import DocumentConverter, FormatOption, PdfFormatOption
 
@@ -264,7 +264,7 @@ def convert(
         ocr_options = TesseractOcrOptions(force_full_page_ocr=force_ocr)
     elif ocr_engine == OcrEngine.OCRMAC:
         ocr_options = OcrMacOptions(force_full_page_ocr=force_ocr)
-    elif ocr_engine ==  OcrEngine.PADDLEOCR:
+    elif ocr_engine == OcrEngine.PADDLEOCR:
         ocr_options = PaddleOcrOptions(force_full_page_ocr=force_ocr)
     else:
         raise RuntimeError(f"Unexpected OCR engine type {ocr_engine}")
diff --git a/docling/datamodel/pipeline_options.py b/docling/datamodel/pipeline_options.py
index 4e8617c7..80724c41 100644
--- a/docling/datamodel/pipeline_options.py
+++ b/docling/datamodel/pipeline_options.py
@@ -1,6 +1,6 @@
 from enum import Enum
 from pathlib import Path
-from typing import List, Literal, Optional, Union, Annotated
+from typing import Annotated, List, Literal, Optional, Union
 
 from pydantic import BaseModel, ConfigDict, Field
 
@@ -41,11 +41,12 @@ class EasyOcrOptions(OcrOptions):
         protected_namespaces=(),
     )
 
+
 class PaddleOcrOptions(OcrOptions):
     kind: Literal["paddleocr"] = "paddleocr"
     lang: Annotated[
         list[str],
-        Field(min_items=1, max_items=1)  # Limits the list length to 0 or 1 items
+        Field(min_items=1, max_items=1),  # Limits the list length to 0 or 1 items
     ] = ["en"]
     use_gpu: bool = True  # same default as paddleocr.ocr
     use_angle_cls: bool = True
@@ -102,7 +103,11 @@ class PdfPipelineOptions(PipelineOptions):
 
     table_structure_options: TableStructureOptions = TableStructureOptions()
     ocr_options: Union[
-        EasyOcrOptions, TesseractCliOcrOptions, TesseractOcrOptions, PaddleOcrOptions, OcrMacOptions
+        EasyOcrOptions,
+        TesseractCliOcrOptions,
+        TesseractOcrOptions,
+        PaddleOcrOptions,
+        OcrMacOptions,
     ] = Field(EasyOcrOptions(), discriminator="kind")
 
     images_scale: float = 1.0
diff --git a/docling/models/paddle_ocr_model.py b/docling/models/paddle_ocr_model.py
index 5547a6c0..19a209a6 100644
--- a/docling/models/paddle_ocr_model.py
+++ b/docling/models/paddle_ocr_model.py
@@ -23,7 +23,7 @@ class PaddleOcrModel(BaseOcrModel):
 
         if self.enabled:
             try:
-                from paddleocr import PaddleOCR, draw_ocr
+                from paddleocr import PaddleOCR, draw_ocr  # type: ignore
             except ImportError:
                 raise ImportError(
                     "PaddleOCR is not installed. Please install it via `pip install paddlepaddle` and `pip install paddleocr` to use this OCR engine. "
@@ -33,7 +33,7 @@ class PaddleOcrModel(BaseOcrModel):
             self.reader = PaddleOCR(
                 lang=self.options.lang[0],
                 use_gpu=self.options.use_gpu,
-                use_angle_cls=self.options.use_angle_cls, 
+                use_angle_cls=self.options.use_angle_cls,
                 show_log=self.options.show_log,
             )
 
diff --git a/docling/pipeline/standard_pdf_pipeline.py b/docling/pipeline/standard_pdf_pipeline.py
index 2908d0ee..916228cc 100644
--- a/docling/pipeline/standard_pdf_pipeline.py
+++ b/docling/pipeline/standard_pdf_pipeline.py
@@ -12,17 +12,17 @@ from docling.datamodel.document import ConversionResult
 from docling.datamodel.pipeline_options import (
     EasyOcrOptions,
     OcrMacOptions,
+    PaddleOcrOptions,
     PdfPipelineOptions,
     TesseractCliOcrOptions,
     TesseractOcrOptions,
-    PaddleOcrOptions,
 )
 from docling.models.base_ocr_model import BaseOcrModel
 from docling.models.ds_glm_model import GlmModel, GlmOptions
 from docling.models.easyocr_model import EasyOcrModel
-from docling.models.paddle_ocr_model import PaddleOcrModel
 from docling.models.layout_model import LayoutModel
 from docling.models.ocr_mac_model import OcrMacModel
+from docling.models.paddle_ocr_model import PaddleOcrModel
 from docling.models.page_assemble_model import PageAssembleModel, PageAssembleOptions
 from docling.models.page_preprocessing_model import (
     PagePreprocessingModel,
diff --git a/docs/examples/full_page_ocr.py b/docs/examples/full_page_ocr.py
index 251617a3..40702f3d 100644
--- a/docs/examples/full_page_ocr.py
+++ b/docs/examples/full_page_ocr.py
@@ -5,10 +5,10 @@ from docling.datamodel.base_models import InputFormat
 from docling.datamodel.pipeline_options import (
     EasyOcrOptions,
     OcrMacOptions,
+    PaddleOcrOptions,
     PdfPipelineOptions,
     TesseractCliOcrOptions,
     TesseractOcrOptions,
-    PaddleOcrOptions
 )
 from docling.document_converter import DocumentConverter, PdfFormatOption
 
diff --git a/tests/test_e2e_ocr_conversion.py b/tests/test_e2e_ocr_conversion.py
index 99cfb26b..d1e34fcf 100644
--- a/tests/test_e2e_ocr_conversion.py
+++ b/tests/test_e2e_ocr_conversion.py
@@ -9,10 +9,10 @@ from docling.datamodel.pipeline_options import (
     EasyOcrOptions,
     OcrMacOptions,
     OcrOptions,
+    PaddleOcrOptions,
     PdfPipelineOptions,
     TesseractCliOcrOptions,
     TesseractOcrOptions,
-    PaddleOcrOptions
 )
 from docling.document_converter import DocumentConverter, PdfFormatOption
 
@@ -57,7 +57,7 @@ def test_e2e_conversions():
         EasyOcrOptions(),
         TesseractOcrOptions(),
         TesseractCliOcrOptions(),
-        PaddleOcrOptions(), 
+        PaddleOcrOptions(),
         EasyOcrOptions(force_full_page_ocr=True),
         TesseractOcrOptions(force_full_page_ocr=True),
         TesseractCliOcrOptions(force_full_page_ocr=True),