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 103

IDP Auto-complete Python Natural Language Processing 103

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 80

IDP LLM Automation Generative AI 80

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 87

Chatbots AI Chatbots Metadata IDP 87

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 113

Metadata Generative AI ML IDP 113

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 78

ML Metadata Data Ingestion Data Extraction 78

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 80

Natural Language Processing IDP NLP Metadata 80

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 86

IDP Metadata ML Categorization 86

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 101

Generative AI Metadata IDP AI 101

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 112

IDP Metadata Generative AI AI 112

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