diff --git a/libs/community/langchain_community/document_loaders/parsers/images.py b/libs/community/langchain_community/document_loaders/parsers/images.py
index b053b94d491..e8df541291f 100644
--- a/libs/community/langchain_community/document_loaders/parsers/images.py
+++ b/libs/community/langchain_community/document_loaders/parsers/images.py
@@ -48,7 +48,10 @@ class BaseImageBlobParser(BaseBlobParser):
 
             with blob.as_bytes_io() as buf:
                 if blob.mimetype == "application/x-npy":
-                    img = Img.fromarray(numpy.load(buf))
+                    try:
+                        img = Img.fromarray(numpy.load(buf))
+                    except EOFError:
+                        return  # Ignore too small images
                 else:
                     img = Img.open(buf)
                 content = self._analyze_image(img)
diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py
index 28f2aa8f05f..e198d22752c 100644
--- a/libs/community/langchain_community/document_loaders/parsers/pdf.py
+++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py
@@ -1476,7 +1476,7 @@ class PDFPlumberParser(BaseBlobParser):
             raise ValueError("mode must be single or page")
         if extract_tables and extract_tables not in ["csv", "markdown", "html"]:
             raise ValueError("mode must be csv, markdown or html")
-        if not extract_images and not images_parser:
+        if extract_images and not images_parser:
             images_parser = RapidOCRBlobParser()
         self.password = password
         self.extract_images = extract_images
@@ -1554,19 +1554,27 @@ class PDFPlumberParser(BaseBlobParser):
                     elif isinstance(content, list):  # Table
                         page_text.append(_JOIN_TABLES + self._convert_table(content))
                     else:  # Image
-                        image_bytes = io.BytesIO()
-                        numpy.save(image_bytes, content)
-                        blob = Blob.from_data(
-                            image_bytes.getvalue(), mime_type="application/x-npy"
-                        )
-                        text_from_image = next(
-                            self.images_parser.lazy_parse(blob)  # type: ignore
-                        ).page_content
-                        extras.append(
-                            _format_inner_image(
-                                blob, text_from_image, self.images_inner_format
-                            )
-                        )
+                        if self.images_parser:
+                            try:
+                                from PIL import Image as Img
+                                Img.fromarray(content) # Check if image is valid
+                                image_bytes = io.BytesIO()
+                                numpy.save(image_bytes, content)
+                                blob = Blob.from_data(
+                                    image_bytes.getvalue(), mime_type="application/x-npy"
+                                )
+                                text_from_image = next(
+                                    self.images_parser.lazy_parse(blob)  # type: ignore
+                                ).page_content
+                                extras.append(
+                                    _format_inner_image(
+                                        blob, text_from_image, self.images_inner_format
+                                    )
+                                )
+                            except TypeError:
+                                pass
+                            except EOFError:
+                                pass
 
                 all_text = _merge_text_and_extras(extras, "".join(page_text).strip())
 
diff --git a/libs/community/tests/integration_tests/document_loaders/parsers/test_pdf_parsers.py b/libs/community/tests/integration_tests/document_loaders/parsers/test_pdf_parsers.py
index 3fd839f2589..e49bbcc071c 100644
--- a/libs/community/tests/integration_tests/document_loaders/parsers/test_pdf_parsers.py
+++ b/libs/community/tests/integration_tests/document_loaders/parsers/test_pdf_parsers.py
@@ -247,9 +247,6 @@ def test_parser_with_table(
     mode: str,
     extract_tables: str,
 ) -> None:
-
-    from langchain_community.document_loaders.parsers.images import BaseImageBlobParser
-
     parser_class = getattr(pdf_parsers, parser_factory)
 
     parser = parser_class(