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zc{U4V>K=mo8Br>N)`YB(C&o|?d#Sbt6BUDJLNxR_{7^HUqs-Fo^+AHlg?Hqi*ciZx zApWTC2trSN7Pt@WB*PHnbU}jszhp#A27ZH6!}a6MAm?kdNGq`HG04sK@?Yr)>#EC> z5nHg^qo?(T;X5}$%(3#C|Ob9h2I50Mn9GzBe@UdrdU3VHESG*(4=S%FR#e<%5Z zp_=ieG$)n3AuGa{-;{=KK1dg>Y-~hIl&{0q3jE{%Ul&RmCC@*lJzx>QsP2We3iuQC+eCOOPEStm-Y+NwJ^b;*E7yi2t!)cAPL(iGOPK9TqAlc^BUb({ zxxt*yCNOV-$?fQ0zby@AJYycA{$_plxvcznAYNb^cX%}`_p=MR>bwI*!DmTD3)Pd` z@q)k{Sys0qO)?}&q!|KBmBvPxxK`h1H3d34MkjN8I}Sr_h>dhbVKn)g`)g(+mIzd~ zq0p%k-;N_q3RuT|^ZANQD#N^5QfJ{0#(1cVRh{xdQvkb~ruuFdEB(8VQ$s0$f~@Yg zO8p%#5OA=5%=}iSQ6`#UkM76FC9x6$Qy81nmW&{#n=q!#Coming Soon: API-based document processing - `Mindee` Coming Soon: Specialized document parsing APIs - `Rossum` Coming Soon: AI-powered document understanding -- `Kofax` Coming Soon: Intelligent document processing - -For more examples and advanced usage, check out the [examples directory](examples/) in the repository. +- `Kofax` Coming Soon: Intelligent document processing \ No newline at end of file diff --git a/extract_thinker/document_loader/document_loader.py b/extract_thinker/document_loader/document_loader.py index 2cf2bd3..3eb877c 100644 --- a/extract_thinker/document_loader/document_loader.py +++ b/extract_thinker/document_loader/document_loader.py @@ -21,6 +21,11 @@ def __init__(self, content: Any = None, cache_ttl: int = 300): self.file_path = None self.cache = TTLCache(maxsize=100, ttl=cache_ttl) self.vision_mode = False + self.max_image_size = None # Changed to None by default + + def set_max_image_size(self, size: int) -> None: + """Set the maximum image size.""" + self.max_image_size = size def set_vision_mode(self, enabled: bool = True) -> None: """Enable or disable vision mode processing.""" @@ -113,6 +118,27 @@ def _convert_stream_to_images(self, file_stream: io.BytesIO, scale: float) -> Di # If it's not an image, proceed with the conversion return self._convert_pdf_to_images(pdfium.PdfDocument(file_stream), scale) + def _resize_if_needed(self, image: Image.Image) -> Image.Image: + """Resize image if it exceeds maximum dimensions while maintaining aspect ratio. + + Args: + image: PIL Image object + + Returns: + PIL Image object (resized if necessary) + """ + if self.max_image_size is None: # Skip resizing if max_image_size not set + return image + + width, height = image.size + if width > self.max_image_size or height > self.max_image_size: + # Calculate scaling factor to fit within max dimensions + scale = self.max_image_size / max(width, height) + new_width = int(width * scale) + new_height = int(height * scale) + return image.resize((new_width, new_height), Image.Resampling.LANCZOS) + return image + def _convert_pdf_to_images(self, pdf_file, scale: float) -> Dict[int, bytes]: # Get all pages at once renderer = pdf_file.render( @@ -124,6 +150,8 @@ def _convert_pdf_to_images(self, pdf_file, scale: float) -> Dict[int, bytes]: # Convert all images to bytes and store in dictionary final_images = {} for page_index, image in enumerate(renderer): + # Resize image if needed + image = self._resize_if_needed(image) image_byte_array = BytesIO() image.save(image_byte_array, format="jpeg", optimize=True) final_images[page_index] = image_byte_array.getvalue() diff --git a/mkdocs.yml b/mkdocs.yml index dcbe13f..29427ec 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -79,9 +79,9 @@ nav: - Paginate: core-concepts/completion-strategies/paginate.md - "Examples": - Resume Processing: examples/resume-processing.md - - Azure Document Intelligence: examples/azure-document-intelligence.md - - AWS Textract: examples/aws-textract.md - - Google Document AI: examples/google-document-ai.md + - Azure Stack: examples/azure-stack.md + - AWS Stack: examples/aws-stack.md + - Google Stack: examples/google-stack.md - Local Processing: examples/local-processing.md - Groq Processing: examples/groq-processing.md