IDP LLM Metadata 
JANUARY 24, 2025
Contrast that with Scope 4/5 applications, where not only do you build and secure the generative AI application yourself, but you are also responsible for fine-tuning and training the underlying large language model (LLM). LLM and LLM agent The LLM provides the core generative AI capability to the assistant.
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.
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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.
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.
AWS Machine Learning Blog
JULY 24, 2024
Next you need to index the 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). The web application that the user uses to retrieve answers would be connected to an identity provider (IdP) or the AWS IAM Identity Center.
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. The SharePoint online data source can be optionally connected to an IdP such as Okta or Microsoft Entra ID.
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). Amazon Q supports the crawling and indexing of these custom objects and custom metadata.
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