Want Real-Time Custom Entity Recognition for PDFs Amazon Comprehend

Question

I have built a custom entity recognition comprehend model trained on pdf documents following this two-part tutorial- https://aws.amazon.com/blogs/machine-learning/custom-document-annotation-for-extracting-named-entities-in-documents-using-amazon-comprehend/ and https://aws.amazon.com/blogs/machine-learning/extract-custom-entities-from-documents-in-their-native-format-with-amazon-comprehend/.
Here I have used the aws sagemaker for labeling the pdfs and then training my model.
My question is: Is it possible to use this model for real-time synchronous analysis job.

Answer

By definition, Comprehend [analysis jobs can only be asynchronous](https://docs.aws.amazon.com/comprehend/latest/dg/concepts-processing-modes.html). What you are after here would be real-time custom recognizer analysis. Once you have trained your recognizer, you can refer to [this link](https://docs.aws.amazon.com/comprehend/latest/dg/running-cer-sync.html) for real-time custom entity recognition.

A more detailed implementation can be found on our blog [here](
https://aws.amazon.com/blogs/machine-learning/announcing-the-launch-of-amazon-comprehend-custom-entity-recognition-real-time-endpoints/ ):

> In this post, we cover how to build an Amazon Comprehend custom entity recognition model and set up an Amazon Comprehend Custom Entity Recognition real time endpoint for synchronous inference.

If you experience any roadblocks while implementing the above, please do not hesitate to raise a support case via your AWS console and one of our Support Engineers will be glad to further assist you in your journey.

Answer

Hi,
Please refer this blog - https://aws.amazon.com/blogs/machine-learning/build-a-custom-entity-recognizer-for-pdf-documents-using-amazon-comprehend/

Want Real-Time Custom Entity Recognition for PDFs Amazon Comprehend

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