AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

Generative AI 98

Generative AI AWS Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

NOVEMBER 13, 2024

Prerequisites To implement the proposed solution, make sure that you have the following: An AWS account and a working knowledge of FMs, Amazon Bedrock , Amazon SageMaker , Amazon OpenSearch Service , Amazon S3 , and AWS Identity and Access Management (IAM). Amazon Titan Multimodal Embeddings model access in Amazon Bedrock.

AWS 101

AWS Engineering Serverless eCommerce 101

CIO

AUGUST 23, 2024

A Reuters review of more than 50 public tender documents from Chinese entities revealed that at least 11 of them have sought access to restricted US technologies via cloud services. These tender documents highlight the various strategies Chinese entities are using to secure advanced computing power and access to generative AI models.

AWS 212

AWS Technical Review Cloud Software Review 212

AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. Deploy vLLM on AWS Trainium and Inferentia EC2 instances In these sections, you will be guided through using vLLM on an AWS Inferentia EC2 instance to deploy Meta’s newest Llama 3.2 You will use inf2.xlarge

Artificial Inteligence 84

Artificial Inteligence AWS Artificial Intelligence Generative AI 84

AWS Machine Learning - AI

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications. billion in 2025 to USD 66.68

Data 97

Data Generative AI Artificial Inteligence Compliance 97

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources. What are RCPs?

Policies 72

Policies AWS Resources Software Review 72

AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. sync) pattern, which automatically waits for the completion of asynchronous jobs.

Generative AI 74

Generative AI AWS Technical Review Backup 74

CIO

MARCH 20, 2025

Built on top of EXLerate.AI, EXLs AI orchestration platform, and Amazon Web Services (AWS), Code Harbor eliminates redundant code and optimizes performance, reducing manual assessment, conversion and testing effort by 60% to 80%.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 110

Generative AI Lambda Applications AWS 110

AWS Machine Learning - AI

NOVEMBER 6, 2024

With Amazon Q Business , Hearst’s CCoE team built a solution to scale cloud best practices by providing employees across multiple business units self-service access to a centralized collection of documents and information. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 91

Generative AI Government Technical Review Innovation 91

AWS Machine Learning - AI

NOVEMBER 20, 2024

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. Complete the following steps: Choose an AWS Region Amazon Q supports (for this post, we use the us-east-1 Region). aligned identity provider (IdP).

Data 103

Data AWS Groups Knowledge Base 103

AWS Machine Learning - AI

OCTOBER 31, 2024

Google Drive supports storing documents such as Emails contain a wealth of information found in different places, such as within the subject of an email, the message content, or even attachments. Types of documents Gmail messages can be sorted and stored inside your email inbox using folders and labels.

AWS 103

AWS Generative AI Groups Applications 103

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

Generative AI 88

Generative AI AWS Innovation Knowledge Base 88

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

AWS 118

AWS Generative AI Linux Groups 118

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

AWS 71

AWS Artificial Inteligence Technical Review Systems Review 71

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

AWS Machine Learning - AI

NOVEMBER 14, 2024

Solution overview This solution uses the Amazon Bedrock Knowledge Bases chat with document feature to analyze and extract key details from your invoices, without needing a knowledge base. Importantly, your document and data are not stored after processing. Make sure your AWS credentials are configured correctly.

Software Review 91

Software Review Technical Review AWS Artificial Inteligence 91

AWS Machine Learning - AI

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. These tasks often involve processing vast amounts of documents, which can be time-consuming and labor-intensive. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 80

Knowledge Base Lambda Enterprise AWS 80

Xebia

OCTOBER 18, 2024

It enables data engineers and analysts to write modular SQL transformations, with built-in support for data testing and documentation. Moving to the Cloud (AWS) With the local setup complete, we’re ready to explore cloud deployment options. In the next post, we’ll look into setting up Ducklake in AWS. What’s Next?

Open Source 162

Open Source AWS Government Technical Review 162

CIO

NOVEMBER 4, 2024

Camelot has the flexibility to run on any selected GenAI LLM across cloud providers like AWS, Microsoft Azure, and GCP (Google Cloud Platform), ensuring that the company meets compliance regulations for data security. Birmingham says the company plans to expand Myrddin’s AI capabilities into its other product areas.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Scalability 105

Scalability Lambda Generative AI AWS 105

Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We laid the groundwork for understanding the essentials that underpin the forthcoming discussions.

AWS 147

AWS Network Load Balancer Software Review 147

AWS Machine Learning - AI

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Amazon Bedrock Agents offers a fully managed solution for creating, deploying, and scaling AI agents on AWS.

Travel 113

Travel Hotels AWS Generative AI 113

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources.

Cloud 88

Cloud AWS Serverless Microservices 88

CIO

MARCH 20, 2025

Buoyed by this demand, software vendors and cloud service providers, such as ServiceNow, Salesforce, Workday, AWS, IBM, Google, and Microsoft among others, are ramping up their agent-based offerings. A separate report from Grand View Research claims that the global AI agents market size, estimated at $5.4 Marketplace on the cards?

Cloud 135

Cloud Artificial Inteligence Enterprise AWS 135

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. The process involves the collection and analysis of extensive documentation, including self-evaluation reports (SERs), supporting evidence, and various media formats from the institutions being reviewed.

Education 87

Education Report Technical Review Generative AI 87

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. On the Configure data source page, provide the following information: Specify the Amazon S3 location of the documents. Under Knowledge Bases, choose Create.

Case Study 96

Case Study Artificial Inteligence Study Generative AI 96

Perficient

APRIL 4, 2025

In Part 1 of this series, we learned about the importance of AWS and Pulumi. Now, lets explore the demo part in this practical session, which will create a service on AWS VPC by using Pulumi. AdministratorAccess or a custom policy). us-east-1) Output format (e.g., us-east-1) Output format (e.g., py to create a VPC: Step 3.

AWS 52

AWS Google Cloud Azure Policies 52

AWS Machine Learning - AI

MARCH 18, 2025

Site monitors conduct on-site visits, interview personnel, and verify documentation to assess adherence to protocols and regulatory requirements. However, this process can be time-consuming and prone to errors, particularly when dealing with extensive audio recordings and voluminous documentation.

Artificial Inteligence 95

Artificial Inteligence Technical Review Healthcare Systems Review 95

The Crazy Programmer

JUNE 14, 2024

Developers now have access to various AI-powered tools that assist in coding, debugging, and documentation. Amazon CodeWhisperer Amazon CodeWhisperer is a machine learning-powered code suggestion tool from Amazon Web Services (AWS). Documentation Assistance : Helps in creating and improving code documentation.

Programming 271

Programming Tools Software Review Artificial Inteligence 271

Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out. The maximum injection size is 500.

Lambda 130

Lambda AWS Software Review Systems Review 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

CIO

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. Data governance needs to follow a similar path, transitioning from policy documents and confluence pages to data policy as code.

Data 167

Data Technical Review Software Review Weak Development Team 167

CIO

DECEMBER 18, 2024

Salesforce, and rivals such as Google, Microsoft, AWS, and IBM, are also partnering with other software vendors, such as Workday, DocuSign, and Neuron 7, to create more agents that can be accessed via their marketplaces.

Enterprise 148

Enterprise Software Review AWS Generative AI 148