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A promising approach is to leverage AWS services like Amazon Textract for extracting text, Amazon Comprehend for natural language processing tasks like summarization, and Amazon Kendra for intelligent semantic search. This solution can be complemented with AWS Lambda and API Gateway for building the interface, and optionally, Amazon SageMaker for advanced custom models. Alternatively, open-source NLP libraries like Hugging Face Transformers or spaCy can be deployed on AWS services like SageMaker or ECS.
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Can Textract or Comprehend work on BPMN process workflow xml or process diagram pdf ?
I can tell you that these services can help extract and analyze text from BPMN process workflow files, but they may not be able to fully understand the semantics and structure of the BPMN notation or process diagrams. I am searching about how the best way to process BPMN process workflow. (Amazon Textract primarily worked with image-based files)