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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- We have a Bedrock Knowledge Base ingestion job that has been stuck in the STOPPING state for over 7 days, and it is blocking all new ingestion jobs on the data source. We're looking for a way to clear...
- Hello AWS Community and Moderation Team, I am writing to request an urgent escalation for Support Case ID stuck since July 08 and has remained in an "Unassigned" status for over a week. I am activel...
- When an AgentCore managed-harness agent reaches its maxIterations budget mid-tool-chain, the InvokeHarness/InvokeAgentRuntime response is a normal success whose final message simply has no text conten...
- How do i resolve this issue ? I tried contacting support teams but no one has responded
- Hello, I am experimenting with using OpenAI Codex connected to Bedrock Mantle with the `responses` endpoint, with various models. When using OpenAI models, I get BedrockMantle metrics as expected. ...
- Region: App Studio us-west-2, IAM Identity Center us-east-1 Note: Understanding App Studio is only available in Oregon I did switch Region to Oregon and the setup accepted my IAM group etc. Logged in...
- I had been using Claude through API keys with anthropic for my webapp. I wanted to switch to amazon to keep everything in the aws ecosystem. I submitted my use case as requested, but am having an erro...
- I'm playing around with the new support for invoking a Bedrock AgentCore managed harness directly from Step Functions. I am setting the session ID for each invocation to Step Function 's "states.conte...
- I'm seeing `Retrieve` (bedrock-agent-runtime) return the entire parent document as `content.text`, instead of the small chunk that actually matched the query embedding — on a Customer-managed Knowledg...
- I created a RAG evaluation job (Retrieval type) using the Amazon Bedrock console's evaluation job "quick-start" wizard, targeting a Managed-type Knowledge Base (knowledgeBaseConfiguration.type = MANAG...
- In the lab "Build and Deploy Tools Using LLM Agents" in the AWS Cloud Quest: Generative AI Architect there is no way to create a classic agent. The error is: "User: arn:aws:sts::295893360190:assumed-...
- Hi, I'm trying to complete the Cloud Quest in the title but in module "No-Code Insights Extraction Using Generative Al" of AWS Cloud Quest: Generative AI Architect there is no way to create a Kendra ...
- I'm experiencing the known Bedrock quota provisioning bug where all my token quotas show 0 instead of AWS defaults. **Issue:** - ThrottlingException: "Too many tokens per day" on first request - Ser...
- **Subject: Multiple Amazon Bedrock Mantle models are unavailable for account 053524634351** I am using Amazon Bedrock Mantle Workbench in `us-east-1`: `https://us-east-1.console.aws.amazon.com/bedro...
- Hi, I cannot access latest Claude models like **Sonnet 5** and **Opus 4.8**, but older models are fully working in my account like **Sonnet 4.6,** or **Opus 4.6.** **Claude sonnet 5** ``` ~ $ aws ...
asked 9 days ago
- Hello AWS Team, I'm experiencing an issue with Amazon Bedrock on a newly created AWS account. Account Details -------------- • Region: us-east-1 • New AWS account with $200 promotional Free Tier cre...
- We're an early-stage EU startup building a compliance-focused SaaS product on AWS Bedrock (eu.anthropic.claude-sonnet-4-6 via the EU cross-region inference profile). Our architecture is deliberately B...
- Amazon Bedrock Playground and API calls fail. Error: ThrottlingException: Too many tokens per day, please wait before trying again. In Service Quotas, Bedrock model inference quotas show: Applied ac...
Recent Knowledge Center content
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Recent articles
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DarshikaEXPERT
published 2 days ago0 votes37 views
AWS Cloud Control API uses AWS CloudFormation resource providers, which may invoke additional API operations beyond the primary service API. As a result, GetResource for an Amazon Bedrock Agent can re...Sankalp H TEXPERT
published 5 days ago0 votes47 views
This article gives Amazon Q Developer Pro admins the direct AWS console steps to upgrade their users to a Kiro subscription, with links to official AWS and Kiro docs for pricing and further details. K...Sheng ChenEXPERT
published 8 days ago0 votes179 views
Example on how to deploy GLM-5.2 on Amazon EKS using vLLM, DLCs, P5en instances and FSx for LustreKartikEXPERT
published 9 days ago0 votes110 views
AWS DevOps Agent's release readiness review is native to GitHub and GitLab, but not to BitBucket Cloud. This article covers a bridge pattern (Amazon Bedrock AgentCore Gateway, Amazon Cognito, and a si...SolomonEXPERT
published 9 days ago0 votes89 views
This article demonstrates how to use Strands Agents lifecycle hooks to enforce deterministic rules that system prompts alone cannot guarantee. Covers four production patterns — authorization-failure s...JohnTEXPERT
published 11 days ago0 votes40 views
Learn how to parse AWS Trusted Advisor Organizational View reports with Python and use Amazon Bedrock Structured Outputs to identify cross-account risk patterns, prioritize findings by blast radius, a...- AWS OFFICIALUpdated 5 days ago0 votes165 viewsYou can use Kiro CLI with the AWS Model Context Protocol (MCP) Server to query AWS DevOps Agent investigations and review root cause findings. These tools can also help you provide additional context ...
David VEXPERT
published 11 days ago4 votes303 views
AWS doesn't offer native per-user spend caps for Amazon Bedrock. This guide provides a production-ready architecture for enforcing per-user monthly budget limits on Bedrock for Identity Center (SSO) u...Srinivas KVEXPERT
published 12 days ago0 votes112 views
This guide provides step-by-step instructions for building a custom CloudWatch dashboard to monitor Amazon Bedrock inference workloads, including usage metrics, latency, throttling, quota consumption,...Kanwar BajwaEXPERT
published 12 days ago0 votes53 views
You can now reference an existing AWS Secrets Manager secret directly in your AgentCore Identity credential providers — giving you full ownership over encryption, rotation, tagging, and access policie...Rob_HEXPERT
published 12 days ago0 votes233 views
When enforcing zero data retention on Amazon Bedrock with an SCP, there's an important prerequisite: new accounts default to inherit (not none). The SCP prevents changing the mode, but it doesn't set ...MikeLimEXPERT
published 12 days ago2 votes254 views
How to install Agent Toolkit for AWS including AWS MCP server for Claude CodeKanwar BajwaEXPERT
published 19 days ago0 votes83 views
Amazon Bedrock AgentCore Gateway provides a fully managed entry point for agentic AI traffic — connecting agents to tools, other agents, and LLMs. One of the most common questions when setting up a Ga...- AWS OFFICIALUpdated 19 days ago1 votes234 viewsThis article shows how to troubleshoot faster with four AWS AI-powered tools, including Amazon Q Developer, Kiro CLI, AWS DevOps Agent, and AI-enhanced troubleshooting in the AWS Support Center.
published 21 days ago0 votes70 views
To show builders how to compose a single scheduled custom SRE agent — using AWS DevOps Agent's own custom-agents capability (June 2026) — that runs a daily Start-of-Day Readiness SOP and answers one b...MikeLimEXPERT
published 23 days ago2 votes355 views
How to install Agent Toolkit for AWS for ChatGPT app
NiharSUPPORT ENGINEER
published 24 days ago0 votes181 views
This article explains how to enable and configure the AWS Kiro Enterprise subscription for organizations that use a cross-account STS AssumeRole model, where IAM users log in to a central identity acc...Kumar ShubhamEXPERT
published a month ago0 votes120 views
AWS DevOps Agent's Topology, the map of resources and relationships it consults during incident investigations, is built partly from resource tags. Inconsistent or missing tags slow the agent down. Th...
Recent selections
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AWS OfficialMODERATOR
published 10 months ago0 votes368 views
This spotlight on Amazon Bedrock equips you with the skills and troubleshooting tips to get the most out of a dynamic service.Cheryl du PreezEXPERT
published a year ago0 votes1.1K views
How AWS Agentic AI tools are accelerating mainframe modernization- AWS OFFICIALUpdated 2 years ago0 votes85 viewsThis learning path is for DevOps engineers, researchers, operations analysts, data analysts, and business domain experts
- AWS OFFICIALUpdated 2 years ago0 votes87 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 2 years ago0 votes170 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 votes81 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_DEXPERT
published 3 years ago3 votes15.9K views
How 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
EXPERTOlawale Olaleye
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