AWS Machine Learning Blog

AUGUST 22, 2024

If you want to use Amazon Q Business to build enterprise generative AI applications, and have yet to adopt organization-wide use of AWS IAM Identity Center , you can use Amazon Q Business IAM Federation to directly manage user access to Amazon Q Business applications from your enterprise identity provider (IdP), such as Okta or Ping Identity.

IDP 123

IDP Generative AI Metadata AI 123

AWS Machine Learning Blog

APRIL 11, 2024

Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents. Categorizing documents is an important first step in IDP systems.

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IDP Software Engineer Metadata Categorization 123

AWS Machine Learning Blog

JULY 24, 2024

For example, a user might ask about the main points discussed in a blog post on cloud security, the installation steps outlined in a user guide, findings from a case study on hybrid cloud usage, market trends noted in an analyst report, or key takeaways from a whitepaper on data encryption.

Metadata 126

Metadata IDP Generative AI LLM 126

AWS Machine Learning Blog

MARCH 26, 2024

You can visualize the indexed metadata using OpenSearch Dashboards. This post uses the Amazon Textract IDP CDK constructs (AWS CDK components to define infrastructure for intelligent document processing (IDP) workflows), which allows you to build use case-specific, customizable IDP workflows.

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IDP Metadata Data Extraction DevOps 115

AWS Machine Learning Blog

OCTOBER 24, 2023

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

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IDP LLM Prompt Engineer Prompt Engineering 134

AWS Machine Learning Blog

FEBRUARY 14, 2023

In this blog post, we focus on retrieving custom search results that apply to a specific user or user group. Solution overview To solve this problem, you can identify one or more unique metadata information that is associated with the documents being indexed and searched. Let’s now explore how to build this solution in more detail.

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Chatbots AI Chatbots Metadata IDP 91

AWS Machine Learning Blog

JULY 25, 2024

A document is a collection of information that consists of a title, the content (or the body), metadata (data about the document), and access control list (ACL) information to make sure answers are provided from documents that the user has access to. In this case, the documents in SharePoint Online can have the federated group information.

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IDP Metadata Generative AI Software Development 104