AWS Machine Learning Blog

FEBRUARY 14, 2023

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. In Amazon Kendra, you provide document metadata attributes using custom attributes.

Chatbots 97

Chatbots AI Chatbots Metadata IDP 97

AWS Machine Learning Blog

NOVEMBER 1, 2024

Metadata Every document has structural attributes—or metadata—attached to it. There are four default metadata attributes indexed for each Google Drive document: authors, source URL, creation date, and last update date. IAM identity provider – Amazon Q Business applications can now federate with an enterprise’s IAM IdP.

IDP 126

IDP Metadata Generative AI AI Chatbots 126

AWS Machine Learning Blog

MAY 24, 2023

Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. Natural language processing (NLP) is one of the recent developments in IDP that has improved accuracy and user experience.

IDP 94

IDP LLM Automation Generative AI 94

AWS Machine Learning Blog

AUGUST 8, 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. Amazon Q supports the crawling and indexing of these custom objects and custom metadata.

Metadata 125

Metadata Generative AI ML IDP 125

AWS Machine Learning Blog

MARCH 29, 2023

The postprocessing component uses bounding box metadata from Amazon Textract for intelligent data extraction. TextractAsyncSNSListener is an AWS Lambda function that handles the Amazon Textract job completion event, and returns the metadata back to the workflow for further processing.

ML 95

ML Metadata Data Ingestion Data Extraction 95

AWS Machine Learning Blog

MAY 9, 2023

Most observations are simple name/value pair assertions with some metadata, but some observations group other observations together logically, or could even be multi-component observations.

Natural Language Processing 99

Natural Language Processing IDP NLP Metadata 99

AWS Machine Learning Blog

MAY 18, 2023

If you use an email ID with domain form IDP as the ACL setting, the LDAP server endpoint, search base, LDAP user name, and LDAP password are also required. In this next step, you can create field mappings to add an extra layer of metadata to your documents. For this post, we select Full sync. Choose Next.

IDP 101

IDP Metadata ML Categorization 101

AWS Machine Learning Blog

AUGUST 22, 2024

Metadata Every document has structural attributes—or metadata—attached to it. External Identity Provider – Choose this option if you want to manage users in other external identity providers (IdPs) through the Security Assertion Markup Language (SAML) 2.0 Blogs – Each blog is considered a single document. standard, such as Okta.

Generative AI 120

Generative AI Metadata IDP AI 120

AWS Machine Learning Blog

OCTOBER 31, 2024

The connector supports the crawling of the following entities in Gmail: Email – Each email is considered a single document Attachment – Each email attachment is considered a single document Additionally, supported custom metadata and custom objects are also crawled during the sync process.

IDP 127

IDP Metadata Generative AI AI 127

Unite.AI

OCTOBER 18, 2024

Internal Developer Platforms (IDPs) are tools that help organizations optimize their development processes. Backstage Backstage, originally created by Spotify and later open-sourced, has quickly become a frontrunner in the IDP space. Facets Facets offers a comprehensive IDP designed to unify developer and operations workflows.

IDP 162

IDP DevOps Automation Software Development 162

AWS Machine Learning Blog

NOVEMBER 22, 2024

This allows you to directly manage user access to Amazon Q Business applications from your enterprise identity provider (IdP), such as Okta or PingFederate. This involves a setup described in the following steps: Create a SAML or OIDC application integration in your IdP account.

IDP 101

IDP Auto-complete Python Generative AI 101

AWS Machine Learning Blog

DECEMBER 11, 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. Refer to Sync run schedule for more information about each option.

Auto-complete 109

Auto-complete IDP Generative AI Metadata 109