AWS Machine Learning Blog

OCTOBER 2, 2024

Amazon Q Business is a fully managed generative AI-powered assistant that can answer questions, provide summaries, generate content, and complete tasks based on the data and information that is spread across your enterprise systems. The user is now able to interact with the AI assistant by submitting a question.

IDP 118

IDP Generative AI Software Development Machine Learning 118

ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. The following diagram is how we visualize these IDP phases.

IDP 98

IDP LLM Large Language Models Data Science 98

AWS Machine Learning Blog

NOVEMBER 13, 2024

The global intelligent document processing (IDP) market size was valued at $1,285 million in 2022 and is projected to reach $7,874 million by 2028 ( source ). Extraction with a multi-modal language model The architecture uses a multi-modal LLM to perform extraction of data from various multi-lingual documents.

IDP 98

IDP Machine Learning Python ML 98

AWS Machine Learning Blog

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. When you use identity federation, you can manage users with your enterprise identity provider (IdP) and use IAM to authenticate users when they sign in to Amazon Q Business.

Natural Language Processing 83

Natural Language Processing Generative AI IDP LLM 83

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 90

IDP LLM Automation Generative AI 90

AWS Machine Learning Blog

JULY 25, 2024

This enables the Amazon Q large language model (LLM) to provide accurate, well-written answers by drawing from the consolidated data and information. This allows you to create your generative AI solution with minimal configuration. For a full list of Amazon Q supported data source connectors, see Supported connectors.

IDP 105

IDP Metadata Generative AI Software Development 105

AWS Machine Learning Blog

JULY 24, 2024

Amazon Q is a fully managed, generative artificial intelligence (AI) powered assistant that you can configure to answer questions, provide summaries, generate content, gain insights, and complete tasks based on data in your enterprise. You also need to hire and staff a large team to build, maintain and manage such a system.

Metadata 128

Metadata IDP Generative AI LLM 128

AWS Machine Learning Blog

JULY 17, 2024

Amazon Q Business is a fully managed, secure, generative-AI powered enterprise chat assistant that enables natural language interactions with your organization’s data. If needed, this response setting can be changed to allow Amazon Q to fallback to large language model (LLM) knowledge. AWS IAM Identity Center as the SAML 2.0-compliant

IDP 119

IDP Automation Data Ingestion Generative AI 119

AWS Machine Learning Blog

AUGUST 8, 2024

Next, you need to index this data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM). You also need to hire and staff a large team to build, maintain, and manage such a system.

Metadata 115

Metadata Generative AI ML IDP 115

AWS Machine Learning Blog

AUGUST 22, 2024

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 His core area of focus includes Generative AI and Machine Learning. standard, such as Okta. For more information, see Identity crawler.By

Generative AI 107

Generative AI Metadata IDP AI 107

Flipboard

JANUARY 7, 2025

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. As part of LSEGs multi-stage AI strategy, LCH has been exploring the role that generative AI services can have in this space.

IDP 139

IDP Machine Learning Generative AI LLM 139

AWS Machine Learning Blog

NOVEMBER 22, 2024

Amazon Q Business is a conversational assistant powered by generative AI that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. This step is performed by the IAM or security administrator in your organization.

IDP 90

IDP Auto-complete Python Generative AI 90

AWS Machine Learning Blog

DECEMBER 11, 2024

Generative AI provides the ability to take relevant information from a data source and deliver well-constructed answers back to the user. Building a generative AI -based conversational application that is integrated with the data sources that contain relevant content requires time, money, and people.

Auto-complete 103

Auto-complete IDP Generative AI Metadata 103