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Generative AI on AWS
Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. With generative AI on AWS, you can reinvent your applications, create entirely new customer experiences, drive unprecedented levels of productivity, and transform your business.
Recent questions
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- ## Overview Claude Opus 4.6, Claude Sonnet 4.5, and Claude Sonnet 4 on Amazon Bedrock support a **1-million token context window** (currently in beta). This extended context window allows you to: - ...
asked 7 hours ago - I created a new Bedrock KB, synced it and tested it. Everything is working fine. I then created a new domain in Amazon Connect instance, added a new integration point using Bedrock KB and once create...
- I am encountering a validation issue with the "Secure Conversational AI with Guardrails" lab in AWS Cloud Quest. I cannot pass the DIY validation step even though my solution works perfectly in the AW...
- Hello, I've been tryning to build a platform and at some time calling on one of these, but all of them throw a validation exception error. being in eu-west-3, and can't find any access request form o...
- Hi, I'm learning Bedrock from an online course. - I created a new AWS Account in free tier - Went to Bedrock service > model catalog page - Submitted use case details for Anthropic - Got an email for...
- As a follow up to [this question](https://repost.aws/questions/QU9LcSgNTsSZmk0NffTQ7v2w/aws-bedrock-runtime-converse-or-invoke-to-get-response-in-a-given-json-schema-format), does the Converse API too...
- **TL;DR** For long-running, streaming MCP workloads, Lambda Function URLs currently appear more reliable than API Gateway REST APIs due to timeout and response size constraints. I’m implementing an M...
- Hi everyone, I am using Amazon Bedrock Knowledge Bases with the "Sync" feature to ingest data from S3. I recently encountered a strange behavior and wanted to see if anyone in the community has face...
- Bedrock AgentCore Memory: UpdateMemory fails with “Invalid Bedrock model ID” only when adding a 2nd customMemoryStrategy using semanticOverride (same modelId works elsewhere) I’m deploying an AWS::Be...
- We have an open support ticket with Amazon Web Services regarding account-level access to Bedrock – Titan Text Embeddings V2 that is currently unassigned. The ticket has been open for about 8 days wit...
- Hi, i have encountered the "Sorry, I'm unable to assist you with this request." problem while working on Bedrock Agent. I have seen similar errors and solutions related to Knowledge Base but can't see...
- I am deploying a Bedrock AgentCore agent and runtime in the same account (us-east-1). Every invoke fails with: AccessDeniedException: AccountId ... can't call Identity endpoint directly, please call...
- Hi everyone, We are currently evaluating the use of AWS Bedrock in a German law firm. In order to ensure legal compliance with § 203 of the German Criminal Code (StGB), we require a specific contract...
- Hi, We have successfully implemented the MCP servers (we are not using the AgentCore runtime) on an EC2 instance that resides in our VPC in Account B. Currently, I am trying to connect the AgentCore G...
- Hello everyone, I just signed up for AWS and would like to use the Amazon Bedrock service to access Mistral artificial intelligence. To do this, I created an API key, which generated an “IAM” user f...
- Using Claude Code and Bedrock as outlined here: [Claude Code on Amazon Bedrock - Claude Code Docs](https://code.claude.com/docs/en/amazon-bedrock) We set environment variables for Claude and the AWS...asked 17 days ago
- The new Anthropic Claude Sonnet 4.5 model has a structured-output feature. https://platform.claude.com/docs/en/build-with-claude/structured-outputs When will this feature be available to use through ...
- New user, new account (free tier). I have started a course for the AI Practitioner exam. I've made it to the intro of Bedrock. I am stuck at the very first exercise, which seems very trivial and st...
Recent Knowledge Center content
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Recent articles
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Gayathri KrishnamoorthyEXPERTpublished 3 days ago0 votes39 viewsThis article explores how Amazon Bedrock agents and Kiro CLI can help operations teams move from reactive firefighting to proactive, intelligent response.- AbdulMEXPERTpublished 13 days ago0 votes280 viewsThis article provides a practical guide to implementing user-level cost tracking and usage limiting for Amazon Bedrock, helping you maintain visibility and control as your AI applications grow.
- Aruna GovindarajuEXPERTpublished a month ago0 votes72 viewsThe next few series of posts with focus on Agentic Search and various use cases that you can build using Amazon OpenSearch Service.
- Kanwar BajwaEXPERTpublished a month ago0 votes55 viewsOrganizations today face an overwhelming challenge: staying current with constantly evolving service terms, privacy policies, and legal agreements from their technology vendors. Every month, companies...
- Souma Suvra GhoshEXPERTpublished a month ago2 votes629 viewsThis article explains all the tool sets and features available to migrate and modernize your mainframe applications on AWS
- Harish MandhadiEXPERTpublished a month ago0 votes232 viewsStop overpaying for AI. Your chatbot's routine queries shouldn't cost the same as mission-critical transactions. Bedrock's new inference tiers let you optimize each workload independently.
- Steven WarrenEXPERTpublished a month ago1 votes711 viewsThis article shows how to auto-calculate Amazon Bedrock TPM Quota usage against Amazon Bedrock Quotas to understand when to raise service limits and debug potential throttling errors
- Ramu VaranasiEXPERTpublished 2 months ago0 votes280 viewsWhen using Amazon Bedrock with inference profiles in an AWS environment restricted by Control Tower, you may encounter challenges accessing required regions. This article explains how to maintain secu...
- AWS OFFICIALUpdated 2 months ago0 votes838 viewsThis article highlights the new AWS Support Center with AI-powered assistance features that understand the context of your operations and 24/7 access to AWS experts.
- Martin-Zack MekkaouiEXPERTpublished 2 months ago0 votes809 viewsThis playbook provides guidance on advanced techniques to optimize your Amazon Bedrock implementation for performance, cost efficiency, and availability.
- AWS OFFICIALUpdated 2 months ago0 votes235 viewsThis article explains how AWS Unified Operations, our highest tier support plan providing context-aware expertise and rapid resolution addresses the operational challenges of running generative AI (ge...
- anupsivadasEXPERTpublished 2 months ago1 votes298 viewsThis post highlights my favorite re:Invent 2025 announcements and their significance
- Souma Suvra GhoshEXPERTpublished 2 months ago1 votes348 viewsWhat are you talking about?
- AWS OFFICIALUpdated 2 months ago0 votes178 viewsThis article provides essential components of AI safety (one aspect of responsible AI), particularly abuse prevention strategies, detection mechanisms, and abuse response recommendations. Organization...
- RaySUPPORT ENGINEERpublished 2 months ago1 votes296 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 2 months ago0 votes496 viewsThis article shows how you can use Amazon CloudWatch to monitor and troubleshoot Amazon Bedrock Guardrails for enhanced generative AI (gen AI) security.
- Emiliano LozanoSUPPORT ENGINEERpublished 2 months ago0 votes609 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...
- anhadbEXPERTpublished 3 months ago1 votes303 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 ...
Recent selections
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- AWS OfficialMODERATORpublished 4 months ago0 votes279 viewsThis spotlight on Amazon Bedrock equips you with the skills and troubleshooting tips to get the most out of a dynamic service.
- published 6 months ago0 votes608 viewsHow AWS Generative AI tools are accelerating mainframe modernization
- AWS OFFICIALUpdated 2 years ago0 votes60 viewsThis learning path is for DevOps engineers, researchers, operations analysts, data analysts, and business domain experts
- AWS OFFICIALUpdated 2 years ago0 votes57 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 votes82 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 votes53 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...
- Jonathan_DEXPERTpublished 2 years ago3 votes15.6K viewsHow can you get started with Generative AI on AWS?
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Giovanni Lauria
EXPERTOsvaldo Marte
EXPERTAdeleke Adebowale .J.
EXPERTTushar Jagdale
EXPERTGunasekaran, Makendran
EXPERTkranthi putti
EXPERTAlex T
EXPERTVitor Castellani
EXPERTMina Gobrial
EXPERTHayato Kosugi
EXPERT
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