AWS announces AWS Interconnect – multicloud (preview), providing simple, resilient, high-speed private connections to other cloud service providers. AWS Interconnect - multicloud is easy to configure and provides high-speed, resilient connectivity with dedicated bandwidth, enabling customers to interconnect AWS networking services such as AWS Transit Gateway, AWS Cloud WAN, and Amazon VPC to other cloud service providers with ease.
Machine Learning & AI
AWS offers the broadest and deepest set of machine learning services and supporting cloud infrastructure, putting machine learning in the hands of every developer, data scientist and expert practitioner. AWS is helping more than one hundred thousand customers accelerate their machine learning journey.
Recent questions
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- Problem Summary I have a View form with a dropdown component that is not saving its selected value to a Case field, while text input fields in the same form work perfectly. Flow Configuration Flow St...
- I was looking at the JupyterLab docs on how to disable file uploads in a SageMaker space from [here](https://jupyterlab.readthedocs.io/en/v4.5.x/user/files.html#disabling-file-uploads) and it points t...
- I tried Polly Text2Speech with following SSML <speak><mark name="B9"/>みごしがたい<mark name="E9"/>問題ばかりだった</speak> (Language = Japanese, Voice = Takumi, Male), the pronunciation add a break between みごしが an...
- I have been observing and comparing the new unified studio interface. In the process of observing, I noticed that there are two different domain types, one for IDC and one for IAM. I wanted to ask que...
- Is anyone else experiencing this issue when trying to get to step two of this lab exercise: ## CODE CELL 2 ## import sagemaker, boto3, json from sagemaker.session import Session sagemaker_session =...
- I am attempting to create a Bedrock Knowledge Base (KB) through SageMaker Unified Studio and specifically choosing structured data through the Data Lakehouse that is attached fails. Creating a KB on t...
- I want to understand the $knowledge_base_additional_guideline$, present inside AWS Agent orchestration. I want to know if there is an official version of this available for us to customise.
- I know that the $SOURCE_ID$ is a placeholder used in the orchestration prompt template that gets replaced with a unique identifier for each source document or reference used in the agent's response. W...
- I want to understand the difference between $Source ID$ in AWS bedrock agent orchestration and x-amz-bedrock-kb-chunk-id. i see that during the orchestration prompts, each citation is linked by a 4-di...
- Hi all, I’m a new user of Amazon Connect and recently encountered some connection issues. To troubleshoot, I exported and reviewed the CCP Log. I noticed the WebRTC metrics include both audio_input a...
- I'm already created a agent using Langraph, how to move it to AgentCore
- Hi Team, I hope this email finds you well. I am writing to inquire whether Amazon Bedrock's batch processing interface supports intelligent prompt routing. We are currently utilizing the batch inter...
-  Hello AWS Support Team, I noticed charges for Amazon SageMaker on my account, even though I have not used this ser...
- Hello, I have been learning AWS as a part of a Udemy course, and I have been following the steps to create instances, roles, etc. I used SageMaker AI and tried running a project as a requirement for t...
- I’m facing an issue in Amazon Connect where callers are not being redirected to voicemail in a few specific situations. I wanted to check if this is expected behavior or if something is misconfigured ...
- Hi everyone, I’m new to AWS and to Amazon Bedrock and I’m stuck trying to create and sync a Knowledge Base. I’ve gone in circles with IAM roles/policies and keep getting AccessDenied related to the e...
- Hi Team, We create Q topics last year and wanted to get them functional back as we can now use them in Chat Agents on Quick suite. However, I facing issues when I try to open the dataset or try to ...
- The purpose of this re:Post is to provide initial guidance in how to raise feature request for a specific service and how to leverage AWS Premium Support. To raise a 'Feature Request' it's highly re...
asked 5 days ago
Recent Knowledge Center content
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Recent articles
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- RaySUPPORT ENGINEERpublished 3 days ago0 votes35 viewsAccessing Bedrock foundation models in AWS GovCloud (US) involves a specific process that requires coordination between standard AWS accounts and GovCloud accounts. The key requirement is initiating t...
- AWS OFFICIALUpdated 4 days ago0 votes62 viewsThis article shows how you can use Amazon CloudWatch to monitor and troubleshoot Amazon Bedrock Guardrails for enhanced generative AI (gen AI) security.
Gunasekaran, MakendranEXPERTpublished 4 days ago0 votes55 viewsThis guide explains how to programmatically create Amazon Connect Outbound Campaigns using AWS APIs. Since Campaign Flows (Type: CAMPAIGN) cannot be created through the UI, this article provides a com...- Heechan LeeEXPERTpublished 5 days ago1 votes54 viewsThis guide provides step-by-step instructions for configuring SAML-based Single Sign-On between AWS SageMaker Unified Studio and Microsoft Entra ID, enabling users to access SMUS seamlessly using thei...
- Heechan LeeEXPERTpublished 6 days ago0 votes31 viewsThis guide helps diagnose and resolve the "Email not specified" error that occurs during SAML authentication setup for Amazon SageMaker Unified Studio
- Patrick KremerEXPERTpublished 7 days ago0 votes101 viewsA Linux command-line walkthrough for setting a static IP instead of the default IPv4 DHCP
- Emiliano LozanoSUPPORT ENGINEERpublished 9 days ago0 votes201 viewsSolve the "Rewrite first" error in Bedrock Knowledge Bases with OpenSearch managed clusters. Learn the correct index mapping structure for metadata filtering, including why custom fields need text typ...
- Heechan LeeEXPERTpublished 11 days ago0 votes59 viewsThis guide provides step-by-step instructions for configuring SAML-based single sign-on (SSO) between Keycloak as an identity provider and Sagemaker Unified Studio
- Markus AdhiwiyogoEXPERTpublished 16 days ago0 votes59 viewsNew Training & Certification Badge from AWS
- Gunasekaran, MakendranEXPERTpublished 18 days ago0 votes43 viewsThis comprehensive troubleshooting guide addresses the most common issues encountered when implementing routing criteria in Amazon Connect contact flows. It provides step-by-step solutions for generic...
- anhadbEXPERTpublished 22 days ago1 votes142 viewsContext: Organizations face disappearing RPG expertise as developers retire, leaving critical IBM i systems undocumented. Purpose: Demonstrate how AWS AI services with MCP can automatically generate ...
- Ramachandra DesarajEXPERTpublished 24 days ago1 votes115 viewsThis guide demonstrates how to manually create focused domains from legacy mainframe applications using AWS Transform's dependency graph analysis, enabling selective component inclusion for specific r...
- PacoEXPERTpublished 25 days ago0 votes119 viewsThis article evaluates instance performance for deploying the Mistral 3.2-24B Instruct (2506) model on Amazon EC2 using vLLM. It aims to identify the best balance of price, performance, and scalabilit...
- Ed GummettEXPERTpublished a month ago0 votes178 viewsLearn how to recreate the test I carried out, and download the entire dataset in around 80 seconds
- AvinashEXPERTpublished a month ago0 votes138 viewsThis article helps you understand and resolve the SageMaker AI endpoint deployment error that occurs when the requested instance type isn’t available in enough Availability Zones overlapping with your...
- Sheng ChenEXPERTpublished a month ago1 votes245 viewsQuick guide on how to deploy DeepSeek R1 (full model) on Amazon EKS with distributed inferencing using vLLM
- Sankalp H TEXPERTpublished a month ago0 votes169 viewsThis article outlines steps to troubleshoot IAM permission issues when creating Amazon Bedrock Knowledge Bases with S3 Vectors storage configuration.
- AWS rePost LiveEXPERTpublished a month ago1 votes70 views[Join our experts LIVE on Twitch](https://bit.ly/4anH9WR) to explore generative AI in the Advertising domain!
Recent selections
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- published 2 months ago0 votes193 viewsThis spotlight on Amazon Bedrock equips you with the skills and troubleshooting tips to get the most out of a dynamic service.
- published 4 months ago0 votes382 viewsHow AWS Generative AI tools are accelerating mainframe modernization
- Shannon LewisEXPERTpublished 9 months ago0 votes384 viewsThis spotlight on Amazon Connect equips you with the skills and troubleshooting tips to get the most out of AWS’s AI-powered contact center.
- AWS OFFICIALUpdated 16 hours ago8 votes23.7K viewsThe AWS Trust & Safety Center provides curated knowledge of AWS resources that can assist you in your cloud journey.
- Jonathan_DEXPERTpublished a year ago2 votes1.7K viewsThis selection provides a curated list of resources to get started with Amazon Q Developer.
- Jonathan_DEXPERTpublished a year ago2 votes2.3K viewsThis selection provides a curated list of resources to get started with Amazon Q Business.
- AWS OFFICIALUpdated 2 years ago0 votes26 viewsThis learning path is for DevOps engineers, researchers, operations analysts, data analysts, and business domain experts
- AWS OFFICIALUpdated 2 years ago0 votes32 viewsUse this selection as a learning path if you are a business decision maker and need to know how to use artificial intelligence technologies to improve your business operations.
- AWS OFFICIALUpdated a year ago0 votes41 viewsUse this learning path if you are a software developer interested in embedding ML predictions and AI services in your applications to solve a business problem.
- AWS OFFICIALUpdated 2 years ago0 votes30 viewsUse this learning path if you're a technical person who collects, cleans, and transforms data on a daily basis. You create machine learning models to make predictions. You are familiar with statistica...
- AWS OFFICIALUpdated 2 years ago0 votes107 viewsTurn on Amazon Connect features for your instances to help agents deliver more efficient and personalized customer service.
- AWS OFFICIALUpdated 2 years ago0 votes59 viewsUse Amazon Connect Contact Lens to get contact center analytics and quality management capabilities that help you to monitor, measure, and continuously improve contact quality and agent performance fo...
- AWS OFFICIALUpdated 2 years ago0 votes29 viewsLearn how you can leverage Amazon Connect and Amazon Lex capabilities for fast and seamless interactions.
- AWS OFFICIALUpdated 2 years ago0 votes78 viewsDesign your contact center for highly resilient operations at any scale with Amazon Connect.
- AWS OFFICIALUpdated 2 years ago0 votes53 viewsThe Cloud Intelligence Dashboards are a series of QuickSight templated dashboards built on AWS native services supported by a dedicated framework for managing access to the data. These dashboards incl...
- AWS OFFICIALUpdated 2 years ago0 votes26 viewsCloud Financial Management (CFM) is a discipline that combines tools, processes, and practices to plan, manage, and optimize cloud costs while letting enterprises innovate and scale to take advantage ...
- Jonathan_DEXPERTpublished 2 years ago3 votes15.6K viewsHow can you get started with Generative AI on AWS?
- AWS OFFICIALUpdated 2 years ago0 votes27 viewsGame developers are embracing industry-wide transformation, with studios pushing the latest technology boundaries and delivering continuously updated gaming experiences that scale to tens of millions ...
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