function_app/bp_doc_intel_extract_city_names.py [175:200]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            )
        ### 1. Load the images from the PDF/image input
        error_text = "An error occurred during image extraction."
        error_code = 500
        doc_page_imgs = load_visual_obj_bytes_to_pil_imgs_dict(
            req_body, mime_type, starting_idx=1, pdf_img_dpi=100
        )
        ### Extract the text using Document Intelligence
        error_text = "An error occurred during Document Intelligence extraction."
        with MeasureRunTime() as di_timer:
            poller = di_client.begin_analyze_document(
                model_id=DOC_INTEL_MODEL_ID,
                analyze_request=AnalyzeDocumentRequest(bytes_source=req_body),
            )
            di_result = poller.result()
            output_model.di_raw_response = di_result.as_dict()
            processed_content_docs = doc_intel_result_processor.process_analyze_result(
                analyze_result=di_result,
                doc_page_imgs=doc_page_imgs,
                on_error="raise",
            )
            merged_processed_content_docs = (
                doc_intel_result_processor.merge_adjacent_text_content_docs(
                    processed_content_docs
                )
            )
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



function_app/bp_form_extraction_with_confidence.py [317:344]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            )

        ### 1. Load the images from the PDF/image input
        error_text = "An error occurred during image extraction."
        error_code = 500
        doc_page_imgs = load_visual_obj_bytes_to_pil_imgs_dict(
            req_body, mime_type, starting_idx=1, pdf_img_dpi=100
        )

        ### 2. Extract the text and images using Document Intelligence
        error_text = "An error occurred during Document Intelligence extraction."
        with MeasureRunTime() as di_timer:
            poller = di_client.begin_analyze_document(
                model_id=DOC_INTEL_MODEL_ID,
                analyze_request=AnalyzeDocumentRequest(bytes_source=req_body),
            )
            di_result = poller.result()
            output_model.di_raw_response = di_result.as_dict()
            processed_content_docs = doc_intel_result_processor.process_analyze_result(
                analyze_result=di_result,
                doc_page_imgs=doc_page_imgs,
                on_error="raise",
            )
            merged_processed_content_docs = (
                doc_intel_result_processor.merge_adjacent_text_content_docs(
                    processed_content_docs
                )
            )
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -