AWS Machine Learning Blog

JULY 24, 2024

The web application that the user uses to retrieve answers would be connected to an identity provider (IdP) or the AWS IAM Identity Center. The user’s credentials from the IdP or IAM Identity Center are referred to here as the federated user credentials. In this example, metadata files including the ACLs are in a folder named Meta.

Metadata 131

Metadata IDP Generative AI LLM 131

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.

IDP 108

IDP Metadata Generative AI Software Development 108

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 96

Chatbots AI Chatbots Metadata IDP 96

AWS Machine Learning Blog

JANUARY 8, 2024

With AWS intelligent document processing (IDP) using AI services such as Amazon Textract , you can take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from PDFs or document images (TIFF, JPEG, PNG). Refer to Block for more information on blocks.

IDP 112

IDP Python Auto-complete Machine Learning 112

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 93

IDP LLM Automation Generative AI 93

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 115

Metadata Generative AI ML IDP 115

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 90

ML Metadata Data Ingestion Data Extraction 90

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 91

Natural Language Processing IDP NLP Metadata 91

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 97

IDP ML Metadata Categorization 97

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 110

Generative AI Metadata IDP AI 110

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 118

IDP Metadata Generative AI AI 118

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 93

IDP Auto-complete Python Generative AI 93

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 116

IDP Metadata Generative AI AI Chatbots 116

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 104

Auto-complete IDP Generative AI Metadata 104

Flipboard

MARCH 21, 2025

With Amazon SageMaker Catalog , teams can collaborate through projects, discover, and access approved data and models using semantic search with generative AI-created metadata, or you can use natural language to ask Amazon Q to find your data. The table metadata is managed by Data Catalog.

Metadata 110

Metadata ETL Data Analysis Big Data 110