AWS Machine Learning Blog

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. IDP is powering critical workflows across industries and enabling businesses to scale with speed and accuracy. billion in 2025 to USD 66.68

Automation 104

Automation IDP Generative AI Prompt Engineer 104

AWS Machine Learning Blog

FEBRUARY 14, 2023

Amazon Kendra is an intelligent search service powered by machine learning (ML). When the user signs in to an Amazon Lex chatbot, user context information can be derived from Amazon Cognito. The Amazon Lex chatbot can be integrated into Amazon Kendra using a direct integration or via an AWS Lambda function.

Chatbots 89

Chatbots AI Chatbots Metadata IDP 89

AWS Machine Learning Blog

JUNE 12, 2024

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. If you already have an OAuth-compatible IdP, you can use it instead of setting an Amazon Cognito user pool. Amazon Q uses the chat_sync API to carry out the conversation.

IDP 126

IDP Artificial Intelligence Artificial Intelligence Big Data 126

AWS Machine Learning Blog

JULY 17, 2024

In this post, we’re using the APIs for AWS Support , AWS Trusted Advisor , and AWS Health to programmatically access the support datasets and use the Amazon Q Business native Amazon Simple Storage Service (Amazon S3) connector to index support data and provide a prebuilt chatbot web experience. AWS IAM Identity Center as the SAML 2.0-compliant

IDP 111

IDP Automation Data Ingestion Generative AI 111