Creating NLP-powered smart search indexes
Every organization has lots of documents in the form of paper and in their archives too. The challenge is that these documents lie mostly in separate silos and not all in one place. So, for these organizations to make a business decision based on the hidden information in their siloed documents is extremely challenging. Some approaches these organizations take to make their documents searchable is putting the documents in a data lake. However, extracting meaningful information from these documents is another challenge as it would require a lot of NLP expertise, ML skills, and infrastructure to set that up. Even if you were able to extract insights from these documents, another challenge will then be setting up a scalable search solution.
In this section, we will address these challenges by using the AWS AI services we introduced in previous chapters and then talk about how they can be used to set up a centralized document store.
Once...
