AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 115

Technical Review Software Review Systems Review Lambda 115

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The user can pick the two documents that they want to compare.

Generative AI 77

Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

AWS Machine Learning - AI

NOVEMBER 21, 2024

At its core, Amazon Simple Storage Service (Amazon S3) serves as the secure storage for input files, manifest files, annotation outputs, and the web UI components. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. On the SageMaker console, choose Create labeling job.

Video 80

Video Lambda AWS Generative AI 80

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review.

Software Review 92

Software Review Technical Review AWS Artificial Inteligence 92

AWS Machine Learning - AI

NOVEMBER 22, 2024

Instead of handling all items within a single execution, Step Functions launches a separate execution for each item in the array, letting you concurrently process large-scale data sources stored in Amazon Simple Storage Service (Amazon S3), such as a single JSON or CSV file containing large amounts of data, or even a large set of Amazon S3 objects.

Generative AI 74

Generative AI AWS Technical Review Backup 74

AWS Machine Learning - AI

FEBRUARY 25, 2025

Error retrieval and context gathering The Amazon Bedrock agent forwards these details to an action group that invokes the first AWS Lambda function (see the following Lambda function code ). This contextual information is then sent back to the first Lambda function.

Lambda 61

Lambda Generative AI AWS Software Review 61

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. Humans can perform a variety of tasks, from data generation and annotation to model review, customization, and evaluation. Instead, use an IAM role, a Lambda authorizer , or an Amazon Cognito user pool.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

CIO

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. 1 barrier to moving forward in the cloud.

Strategy 211

Strategy Cloud Data Center Budget 211

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. Users can quickly review and adjust the computer-generated reports before submission.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

APRIL 24, 2024

This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 120

Artificial Inteligence Lambda Knowledge Base IoT 120

AWS Machine Learning - AI

JULY 11, 2024

Figure 1 : High level overview of creating Infrastructure as Code from architecture diagram Initial Input through the Amazon Bedrock chat console : The user begins by entering the name of their Amazon Simple Storage Service (Amazon S3) bucket and the object (key) name where the architecture diagram is stored into the Amazon Bedrock chat console.

Software Review 121

Software Review Infrastructure Lambda Generative AI 121

Xebia

JANUARY 19, 2023

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. The authors state that the target audience is technical people and, second, business people who work with technical people. Nevertheless, I strongly agree.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Honeycomb

SEPTEMBER 9, 2022

In this review, we’ll go over interesting patterns associated with growth, and complex systems—and how these patterns challenged our operations. A long-form report is available here , which contains more technical details and in-depth versions of the lessons we learned. The incident. A resurgence, then resolution.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Honeycomb

SEPTEMBER 9, 2022

In this review, we’ll go over interesting patterns associated with growth, and complex systems—and how these patterns challenged our operations. A long-form report is available here , which contains more technical details and in-depth versions of the lessons we learned. The incident. A resurgence, then resolution.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

AWS Machine Learning - AI

APRIL 18, 2024

In parallel, the AVM layer invokes a Lambda function to generate Terraform code. Before deployment, the initial draft of the Terraform code is thoroughly reviewed by cloud engineers or an automated code review system to confirm that it meets all technical and compliance standards. Review the information for accuracy.

AWS 116

AWS Applications Lambda Knowledge Base 116

AWS Machine Learning - AI

JULY 15, 2024

Today, Mixbook is the #1 rated photo book service in the US with 26 thousand five-star reviews. The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata.

Generative AI 110

Generative AI Artificial Inteligence AWS Technical Review 110

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

Xebia

JANUARY 17, 2024

Rotating secrets is a critical element to your security posture that, when done manually, is often overlooked due to it being a more and more tedious and complex process as the company and secrets grow. For an in depth and technical explanation of the implementation, please take a look here. With that being said, let’s begin!

Serverless 130

Serverless Technical Review Software Review AWS 130

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 52

Lambda Software Review AWS Serverless 52

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

AWS Machine Learning - AI

JULY 3, 2024

The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process). Amazon Lambda : to run the backend code, which encompasses the generative logic. Amazon Simple Storage Service (S3) : for documents and processed data caching.

Artificial Inteligence 114

Artificial Inteligence Generative AI Lambda Healthcare 114

AWS Machine Learning - AI

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details.

Knowledge Base 131

Knowledge Base Insurance Lambda AWS 131

Perficient

FEBRUARY 17, 2025

I also know the struggles of countless aspiring developers dilemma with uncertainty about which direction to head and which technology to pursue. Technologies : HTML (HyperText Markup Language) : The backbone of web pages, used to structure content with elements like headings, paragraphs, images, and links. Frontend Masters.

Development 52

Development Software Review Technical Review Systems Review 52

AWS Machine Learning - AI

MAY 14, 2024

You can complete a variety of human-in-the-loop tasks with SageMaker Ground Truth, from data generation and annotation to model review, customization, and evaluation, through either a self-service or an AWS-managed offering. The blog post assumes that you have expert teams or workforce who performs reviews or join workflows.

Generative AI 101

Generative AI Artificial Inteligence AWS Applications 101

AWS Machine Learning - AI

MAY 15, 2024

The approach preserves the original product features, requiring no technical expertise. Anyone with access to the Amazon Ads console can create custom brand images without needing technical or design expertise. The request is then processed by AWS Lambda , which uses AWS Step Functions to orchestrate the process (step 2).

Generative AI 115

Generative AI Artificial Inteligence Advertising Technical Review 115

AWS Machine Learning - AI

JUNE 26, 2024

AI-powered assistants are advanced AI systems, powered by generative AI and large language models (LLMs), which use AI technologies to understand goals from natural language prompts, create plans and tasks, complete these tasks, and orchestrate the results from the tasks to reach the goal. The following diagram illustrates this workflow.

Artificial Inteligence 113

Artificial Inteligence Research Knowledge Base Applications 113

AWS Machine Learning - AI

SEPTEMBER 13, 2024

The solution uses the following AWS services: Amazon Athena Amazon Bedrock AWS Billing and Cost Management for cost and usage reports Amazon Simple Storage Service (Amazon S3) The compute service of your choice on AWS to call Amazon Bedrock APIs. We aim to target and simplify them using generative AI with Amazon Bedrock.

Generative AI 81

Generative AI AWS Technical Review Artificial Inteligence 81

AWS Machine Learning - AI

NOVEMBER 24, 2023

However, Amazon Bedrock’s flexibility allows these descriptions to be fine-tuned to incorporate customer reviews, integrate brand-specific language, and highlight specific product features, resulting in tailored descriptions that resonate with the target audience. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce 104

eCommerce Generative AI Lambda AWS 104

AWS Machine Learning - AI

OCTOBER 15, 2024

When processing the user’s request, the migration assistant invokes relevant action groups such as R Dispositions and Migration Plan , which in turn invoke specific AWS Lambda The Lambda functions process the request using RAG to produce the required output. Review and create the knowledge base. Review and create the agent.

Lambda 84

Lambda Knowledge Base AWS Generative AI 84

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda Software Review AWS Serverless 40

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent. A Lambda layer for Amazon Bedrock Boto3, LangChain, and pdfrw libraries. create-stack.sh

Generative AI 110

Generative AI Lambda AWS Technical Review 110

AWS Machine Learning - AI

MARCH 19, 2024

The generation of different responses for a given prompt is possible due to the use of a stochastic, rather than greedy, decoding strategy. An IAM BedrockBatchInferenceRole role for batch inference with Amazon Bedrock with Amazon Simple Storage Service (Amazon S3) access and sts:AssumeRole trust policies. Lambda function B.

Performance 115

Performance Lambda Technical Review AWS 115

AWS Machine Learning - AI

AUGUST 26, 2024

Building generative AI solutions like Account Summaries on AWS offers significant technical advantages, particularly for organizations already using AWS services. For example, “Review prompts to ensure we’re not asking for detailed financials while also instructing to exclude sensitive data.”

Generative AI 111

Generative AI AWS Artificial Inteligence Technical Review 111

AWS Machine Learning - AI

OCTOBER 23, 2024

The result is improved accuracy in FM responses, with reduced hallucinations due to grounding in verified data. Prerequisites To implement this solution, you need the following: An AWS account with permissions to create resources in Amazon Bedrock, Amazon Lex, Amazon Connect, and AWS Lambda.

Lambda 85

Lambda Knowledge Base Generative AI AWS 85

AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function. Choose Next.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108