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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- I created my AWS account on April 29. On May 3 I submitted a quota increase request for Claude models in Bedrock, and later submitted additional requests on May 5 and May 7 for other Claude variants....
- Hello, I've created a KnowledgeBase with several sources. Some sources use standard parser, some foundational model. I've come a cross the problem that jpg file is not supported. I've tried to parse i...
- Hello, Could you please give some opinions about this AWS Cloud architecture : [Agentic Generative AI with custom data](/media/postImages/original/IMi2YFLh1qRm6drc8BeQH-4A) ? If you need to see the ...
- It would be great to have all models in Bedrock (including Anthropic) work with the OpenAI service tiers (Priority, Standard, Flex). I am more interested in the flex tiers for analytics. I currently ...
- I've had Bedrock Batch execution running fine with a role that has trust policy similar to what is specified here: https://docs.aws.amazon.com/bedrock/latest/userguide/batch-iam-sr.html Only distinct...
- All Bedrock model invocations fail with ValidationException: Operation not allowed, regardless of client, principal, or model. I'm hitting a consistent ValidationException: Operation not allowed on ...
- I'm experiencing the well-documented Amazon Bedrock account provisioning bug where new AWS accounts show 0 applied quotas instead of AWS default values. **Issue Details:** - All Bedrock models show A...
- As title suggests, my model quotas on Bedrock are all set to 0, this includes every Antrophic model. I guess it's a provisioning bug and my account wasn't properly seeded to default values, thus i get...
- Hello, I am trying to use Claude Code with Amazon Bedrock but I keep getting this error: "API Error: 400 Error 002: Access to Bedrock models is not allowed for this account" My configuration: - A...
- Has anyone experienced issues when attempting to use the contents of the file upload widget as part of the prompt. I have a single file upload widget and nothing happens when I attempt an upload (mul...
- I have a new AWS account and I'm trying to use Amazon Bedrock with Claude models (Sonnet, Haiku) in us-east-1 region. I keep getting ThrottlingException errors. When I check Service Quotas for Amazon...
- In a single account on our system I continue to get this error message when attempting to invoke a model in playground or via Boto3 API. It seems that there might be some type of account restriction. ...
- Region tested: us-east-1 and ap-south-1 Account type: AISPL India AWS Activate credits: Yes ($1000, Bedrock in eligible services list) Problem: Every bedrock-runtime Converse call returns: "Validatio...
- We are using Amazon Nova Sonic 2 with bidirectional streaming via InvokeModelWithBidirectionalStream, along with multiple configured tools. A large portion of our content is in Indian languages, so th...
- ### Context We're running a LangGraph-based agent that calls Amazon Bedrock using the Converse API via `langchain-aws` `ChatBedrockConverse`. In LangSmith, traces show that most of the latency on the ...
- I have enabled Amazon Bedrock and can access the model catalog and Playground. I want to use Anthropic Claude for my projects. However, I am unable to run any model. Even very small prompts like "Hi" ...
- Hi, I am trying to learn more about AWS Transform and AWS Marketplace and how they relate to each other. Are the tools/services available in AWS transform sourced from AWS Marketplace, or are they a...
- We are trying to expose a Bedrock AgentCore Gateway Lambda target as an MCP tool inside Amazon Connect AI Agent Designer. **Setup** Region: us-east-1 Amazon Connect instance: Active Bedrock AgentC...
Recent Knowledge Center content
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Recent articles
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MassimilianoAWSEXPERTpublished 10 days ago2 votes476 viewsThis article decomposes end-to-end latency in agentic AI applications running on Amazon Bedrock AgentCore Runtime, isolates startup (cold-start) latency as a distinct optimization target, and presents...- MikeLimEXPERTpublished 13 days ago4 votes213 viewsHow to install and configure AWS HealthOmics Kiro Power
- MikeLimEXPERTpublished 17 days ago3 votes506 viewsHow to enable Kiro enterprise subscription with IAM Identity Center (IdC) in your AWS account
- MikeLimEXPERTpublished 19 days ago5 votes673 viewsHow to install Kiro and Agent Toolkit for AWS including AWS MCP server to manage your AWS environment with natural language prompts
- AnkurEXPERTpublished 22 days ago1 votes284 viewsKiro is an AI-powered IDE that becomes significantly more capable when connected to MCP (Model Context Protocol) servers. This guide walks developers through installing, configuring, and verifying MCP...
- LokeshEXPERTpublished 23 days ago0 votes127 viewsAnswer to Who and what is driving our Amazon Bedrock spend?
- AWS OFFICIALUpdated 23 days ago0 votes88 viewsThis article shows how organizations can use AWS Unified Operations to reduce troubleshooting time and proactively optimize operations.
- IshaEXPERTpublished a month ago0 votes182 viewsUsing the Brave Search API directly for your Bedrock Agentcore Applications
- IshaEXPERTpublished a month ago0 votes250 viewsShowcasing how to use Brave MCP server for your agentic workflows
- Sedat SALMANEXPERTpublished a month ago0 votes86 viewsProvide baseline for AWS Data and AI Capabilities
- AWS OFFICIALUpdated a month ago0 votes184 viewsPart 1 of this article explains why traditional operations don’t work for AI, and how your organization can build operational confidence.
- Mark TwomeyEXPERTpublished a month ago1 votes71 viewsPython's GIL limits PutVectors bulk-load throughput to ~490 vec/sec regardless of thread count when loading high-dimensional vectors into Amazon S3 Vectors. This article diagnoses the bottleneck, walk...
- Harun HasdalEXPERTpublished a month ago0 votes100 viewsProvide AI agents with specific organizational context so that they can write infrastructure as code for IAM resources in the same way your organization does it.
- Henrique SantanaEXPERTpublished a month ago0 votes75 viewsUnplanned downtime costs the top 500 manufacturers $1.4 trillion per year, yet most factories already have the sensors and data to prevent it. This session shows how to connect that data, encode exper...
- Henrique SantanaEXPERTpublished a month ago0 votes53 viewsSession CNS360 presented a layered security framework for serverless applications on AWS, from foundational IAM controls and API protection through OAuth 2.0 identity flows. The session also shows how...
- Henrique SantanaEXPERTpublished a month ago0 votes104 viewsMulti-agent AI systems are reaching production faster than teams can build the trust to run them fully autonomously. This session provides a practical framework for where human oversight fits in agent...
- AWS OFFICIALUpdated a month ago5 votes182 viewsThis article shows you how to use a structured decision framework to select the appropriate AWS machine learning (ML) and AI service for your workload.
- AWS-WoleEXPERTpublished 2 months ago0 votes115 viewsIntroduction to how Agentic AI works behind the scene
Recent selections
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AWS OfficialMODERATORpublished 8 months ago0 votes330 viewsThis spotlight on Amazon Bedrock equips you with the skills and troubleshooting tips to get the most out of a dynamic service.- Cheryl du PreezEXPERTpublished 9 months ago0 votes898 viewsHow AWS Generative AI tools are accelerating mainframe modernization
- AWS OFFICIALUpdated 2 years ago0 votes71 viewsThis learning path is for DevOps engineers, researchers, operations analysts, data analysts, and business domain experts
- AWS OFFICIALUpdated 2 years ago0 votes77 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 votes128 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 votes73 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 3 years ago3 votes15.8K 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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