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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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- I am getting the below error while doing 'agentcore launch' in Windows ❌ Launch failed: An error occurred (AccessDeniedException) when calling the CreateAgentRuntime operation: User: arn:aws:iam::****...
- I have my time-series data on InfluxDB. I want to retrieve the data from InfluxDB for a given time period and send it to Bedrock model along with a system prompt to generate a response. I want to avoi...
- Hi, I keep receiving this error: "A service unavailable exception was thrown from Bedrock when invoking the model. Retry the request." When I ask my bedrock agent a question that prompts it to invok...
asked a day ago - few weeks ago I was success created knowledge base using S3 bucket in bedrock, but this weeks I had to try creating knowledge base in amazon bedrock using data source from web crawl and the vector sto...
- I'm kinda new to agentic ai and currently learning Strands SDK's. I'm setting up strands sdk to work with deepseek api to create agents. Here is my code: ``` from strands.models.litellm import LiteLL...
- I am creating a multi-agent service system using bedrock agents. I would like my main agent to send a brief message of service transfer before routing to a sub-agent, something like "Transferring your...
- Hi!, I'm Hiro from Japan.🗾🌸 I'm an engineer. I have some questions. if you have any time. could you kindly answer them? 😃 🔸Question When we use AI on AWS Bedrock, will our question and addition...
- I have a video stored in Amazon S3 that is 200 minutes long. Since the BDA API only supports up to 120 minutes, I process it in two parts: First part: startTime = 00:00, endTime = 120:00 — works fine...
- I am using a bedrock knowledge base (KB) with open search as a vector store, and I pass metadata filters to the KB for filtering the vector space. I also have an understanding that open search (withou...
- I'm unable to inject the chat history that I'm retrieving from dynamodb into the system prompt. Something or the other seems to break when I try to do that while I'm sending the chat history from the ...
- Hello, I tried to use S3 Vectors with the command: ``` s3vectors-embed put --vector-bucket-name test-vector-bucket --index-name test-vector-index --model-id amazon.titan-embed-text-v2:0 --text-value ...
- I’m using ConverseAPI to invoke a prompt created in Bedrock Prompt Management. This prompt is being invoked from an ECS cluster with a role that has been granted the following permissions: ```yaml - ...
- Does Bedrock converse() API (https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_Converse.html) support citations from the knowledge base? I am looking at CitationsConfig (https://docs...
- I’m seeing some strange results when working with Claude Vision in Bedrock. When I use OCR with the 4.0 model, the output contains random data that’s similar to—but not actually—the data I uploaded. ...
- Hello, I've granted myself access to Anthropic's Claude 3 Sonnet. I want to use this model for the use-case: analyse graph images and answer questions about them. I do not see this model with the nec...
- Hello, Is there in Bedrock a generative multimodal model that could answer direct questions about image content, that could analyse graph image and answer questions about it, that could interpret vis...
- Hello, I've taken a look over Bedrock available models to find a multimodal one. The only one that I found was: `Amazon Titan Multimodal Embeddings G1 model`. In documentation is written: `The Multim...
- Hi, I'm developing an app that uses multiple, Claude 3.5 Haiku-based Bedrock agents that communicate via Lambda functions (us-east-1). To reduce latency, I want to switch to multi-agent communication...
Recent Knowledge Center content
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Recent articles
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BCole2019EXPERTpublished 2 days ago0 votes26 viewsAWS provides useful generative AI resources to help you with your productivity. In this example, you will see how a video player application was built and hosted on AWS in minutes - and with little pr...- Vivek VEXPERTpublished 5 days ago3 votes36.8K viewsHow I built a complete AI Compliance Auditor MVP using Kiro's spec-driven development approach
- Harish MandhadiEXPERTpublished 8 days ago0 votes115 viewsThis comprehensive guide outlines essential considerations and best practices for successfully transitioning generative AI applications from experimental prototypes to production-ready systems, coveri...
- AWS rePost LiveEXPERTpublished 11 days ago0 votes110 viewsAWS re:Post Live and AWS OnAir will be streaming from the AWS NY Summit on July 16th starting at 9am EST. Join us live from the floor of the Javits Center or virtually on Twitch to hear about all of t...
- AWS rePost LiveEXPERTpublished 18 days ago0 votes71 viewsJoin us live on [Twitch.tv](https://bit.ly/4anH9WR) on July 8th, 2025 @ 2pm Pacific / 5pm Eastern to learn how to Build AI Agents on Amazon Bedrock!
- AWS rePost LiveEXPERTpublished 25 days ago1 votes86 viewsJoin us live on [Twitch.tv](https://bit.ly/4anH9WR) on July 1st, 2025 @ 2pm Pacific / 5pm Eastern to hear our hosts dive deep into Operational Best Practices with Amazon Bedrock Agents!
- AWS OFFICIALUpdated a month ago0 votes159 viewsThis article explores how organizations can implement solutions for robust controls for DeepSeek AI models across their organization. Specifically, this article explains how to have granular control o...
- NIHAR-AWSSUPPORT ENGINEERpublished a month ago1 votes314 viewsThis guide provides step-by-step instructions for configuring and using the Amazon EKS Model Context Protocol (MCP) Server, sourced from https://awslabs.github.io/mcp/servers/eks-mcp-server/, with Ama...
- Eddie YaoEXPERTpublished a month ago0 votes435 viewsOperational best practices for building and operating AI agents on Amazon Bedrock Agents.
- RajEXPERTpublished a month ago1 votes135 viewsExplore model distillation: creating efficient AI from larger models. Learn its benefits and how Amazon Bedrock simplifies implementation for businesses seeking high performance at lower costs.
- AWS rePost LiveEXPERTpublished 2 months ago1 votes167 viewsJoin us live on [Twitch.tv](https://bit.ly/4anH9WR) on June 10th, 2025 @ 2pm Pacific / 5pm Eastern to hear our hosts dive deep into Amazon Bedrock Model Distillation!
- Nini RenEXPERTpublished 2 months ago0 votes531 viewsUse Bedrock Data Automation to generate tailored insights from your multimedia content
- AWS rePost LiveEXPERTpublished 3 months ago0 votes104 viewsJoin us live on [Twitch.tv](https://bit.ly/4anH9WR) on April 15th, 2025 @ 2pm Pacific / 5pm Eastern to hear our experts dive deep into your questions from re:Post and demo your use cases using the la...
- RaySUPPORT ENGINEERpublished 3 months ago0 votes382 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...
- anupsivadasEXPERTpublished 4 months ago1 votes3.9K viewsPerspective on why MCP matters
- RajEXPERTpublished 4 months ago0 votes357 viewsLearn how to configure Investigation groups required for Amazon Q Developer's operational investigations feature. This guide walks you through the setup process across AWS regions, enabling you to use...
- ArlindEXPERTpublished 4 months ago2 votes4.4K viewsLearn how to implement Amazon Bedrock cross-region inference while maintaining your AWS Landing Zone structure
- iBehrEXPERTpublished 5 months ago0 votes1K viewsEnable Amazon Bedrock in tools that don’t natively support it.
Recent selections
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- Jonathan_DEXPERTpublished 2 years ago3 votes15.4K viewsHow can you get started with Generative AI on AWS?
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Giovanni Lauria
EXPERTOsvaldo Marte
EXPERTAdeleke Adebowale Julius
EXPERTTushar_J
EXPERTkranthi putti
EXPERTAlex_T
EXPERTMakendran G
EXPERTVitor Castellani
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