AWS Machine Learning

APRIL 22, 2024

To solve this pain point, we can use Lightweight Directory Access Protocol (LDAP) and LDAP over TLS/SSL (LDAPS) to integrate with a directory service such as AWS Directory Service for Microsoft Active Directory. In this solution, HyperPod cluster instances use the LDAPS protocol to connect to the AWS Managed Microsoft AD via an NLB.

Scripts 77

Scripts Engineering Management Benchmark 77

AWS Machine Learning

MARCH 29, 2024

Amazon Lex integrates with state-of-the-art contact centers including Amazon Connect, Genesys Cloud , and Amazon Chime SDK to facilitate a seamless omnichannel experience. The integration of Amazon Lex with Talkdesk cloud contact center is inspired by WaFd Bank (WaFd)’s digital innovation journey to enhance customer experience.

Cloud contact 94

Cloud contact Chatbots Contact Center APIs 94

AWS Machine Learning

APRIL 18, 2024

See CHANGELOG for latest features and fixes. It’s straightforward to deploy in your AWS account. You can teach it brand names and domain-specific terminology if needed, using custom vocabulary and custom language model features in Amazon Transcribe. Finally, LMA uses Amazon Bedrock LLMs for its meeting summarization features.

APIs 95

APIs Accountability Analytics Entertainment 95

AWS Machine Learning

MARCH 4, 2024

Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be. This lets businesses build generative AI applications integrating diverse multimedia sources and solving truly cross-domain problems.

Benchmark 136

Benchmark Finance Engineering Enterprise 136

AWS Machine Learning

DECEMBER 7, 2023

In this post, we describe the end-to-end workforce management system that begins with location-specific demand forecast, followed by courier workforce planning and shift assignment using Amazon Forecast and AWS Step Functions. AWS Step Functions automatically initiate and monitor these workflows by simplifying error handling.

Management 102

Management Engineering Analytics Construction 102

AWS Machine Learning

OCTOBER 2, 2023

On top of that, the whole process can be configured and managed via the AWS SDK, which is what we use to orchestrate our labeling workflow as part of our CI/CD pipeline. For more information about best practices, refer to the AWS re:Invent 2019 talk, Build accurate training datasets with Amazon SageMaker Ground Truth.

Scripts 94

Scripts Construction Engineering APIs 94

AWS Machine Learning

DECEMBER 19, 2023

Artificial intelligence (AI) and machine learning (ML) are becoming an integral part of systems and processes, enabling decisions in real time, thereby driving top and bottom-line improvements across organizations. However, putting an ML model into production at scale is challenging and requires a set of best practices.

Analytics 106

Analytics Engineering Government Best practices 106

AWS Machine Learning

APRIL 19, 2024

Amazon Personalize accelerates your digital transformation with machine learning (ML), making it effortless to integrate personalized recommendations into existing websites, applications, email marketing systems, and more. For instructions, refer to Getting Started (console) or Getting Started (AWS CLI). Create your campaign.

Personalization 98

Personalization Engineering Management Marketing 98

AWS Machine Learning

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS.

Best practices 86

Best practices Metrics Feedback Enterprise 86

AWS Machine Learning

AUGUST 30, 2023

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. This is why QnABot also integrates with any other LLM using an AWS Lambda function that you provide. QnABot can retrieve relevant passages from an Amazon Kendra index (containing AWS documentation).

Self service 105

Self service APIs Transportation Contact Center 105

AWS Machine Learning

NOVEMBER 21, 2023

In recent years, MathWorks has brought many product offerings into the cloud, especially on Amazon Web Services (AWS). First, we extract features from a subset of the full dataset using the Diagnostic Feature Designer app, and then run the model training locally with a MATLAB decision tree model.  Either Ubuntu or Linux.

Engineering 89

Engineering APIs Scripts Automotive 89

AWS Machine Learning

MARCH 26, 2024

Prerequisites To deploy this solution, you must have the following: An AWS account. An AWS Cloud9 environment. AWS Cloud9 is a cloud-based integrated development environment (IDE) that lets you write, run, and debug your code with just a browser. To create the AWS Cloud9 environment, provide a name and description.

APIs 92

APIs Construction Analytics Enterprise 92

AWS Machine Learning

OCTOBER 24, 2023

In 2023, T-Mobile launched the Voicemail to Text Translate feature. T-Mobile has partnered with AWS to analyze the key application metrics of this service, such as language distribution, the number of messages per language, the daily total and unique active customers, and so on.

APIs 92

APIs Engineering Metrics Technology 92

AWS Machine Learning

DECEMBER 13, 2023

To deliver value, they must integrate into existing production systems and infrastructure, which necessitates considering the entire ML lifecycle during design and development. Amazon SageMaker MLOps is a suite of features that includes Amazon SageMaker Projects (CI/CD), Amazon SageMaker Pipelines and Amazon SageMaker Model Registry.

Construction 102

Construction Accountability Engineering Personalization 102

AWS Machine Learning

MARCH 12, 2024

In this post, we discuss how Leidos worked with AWS to develop an approach to privacy-preserving large language model (LLM) inference using AWS Nitro Enclaves. This feature helps isolate the enclave and your software, and significantly reduces the surface area for unintended events. hvm-2.0.20230628.0-x86_64-gp2

Chatbots 92

Chatbots Healthcare Accountability Engineering 92

AWS Machine Learning

JANUARY 22, 2024

When the image gets saved in the S3 bucket, it invokes an AWS Step Functions workflow: The Queries-Decider AWS Lambda function examines the document passed in and adds information about the mime type, the number of pages, and the number of queries to the Step Functions workflow (for our example, we have four queries).

Finance 101

Finance Enterprise APIs Healthcare 101

AWS Machine Learning

DECEMBER 1, 2023

Introducing the SageMaker domain setup UI for organizations The new UI for organizations lets you set up a SageMaker domain via the AWS Console and onboard users and organizations with just a few clicks. For this post, we select AWS Identity Center. A SageMaker domain in your selected AWS account. In the Who will use Studio?

Enterprise 96

Enterprise APIs Accountability Government 96

AWS Machine Learning

NOVEMBER 7, 2023

The model then skillfully integrates this outside information into its generated text. This integration provides precise and context-aware answers to complex queries by drawing from a diverse range of sources. Prerequisites You must have the following prerequisites: An AWS account. The AWS Command Line Interface (AWS CLI) v2.

Enterprise 96

Enterprise APIs Engineering Accountability 96

AWS Machine Learning

JULY 6, 2023

A number of AWS independent software vendor (ISV) partners have already built integrations for users of their software as a service (SaaS) platforms to utilize SageMaker and its various features, including training, deployment, and the model registry.

SaaS 77

SaaS Accountability APIs Engineering 77

AWS Machine Learning

MARCH 11, 2024

In this post, we show you how VistaPrint uses a combination of Amazon Personalize , Twilio Segment , and auxiliary AWS services and partner solutions to better understand their customers’ needs and provide personalized product recommendations. About the Authors Ethan Fahy is an Enterprise Senior Solutions Architect at AWS based in Boston, MA.

Personalization 96

Personalization Engineering APIs Advertising 96

AWS Machine Learning

FEBRUARY 29, 2024

Amazon OpenSearch Service is a fully managed service that makes it straightforward to deploy, scale, and operate OpenSearch in the AWS Cloud. Improving the functionality of search is an integral aspect of enhancing the overall user experience and engagement on a website or application. Launch the CloudFormation stack directly.

Personalization 92

Personalization Accountability Entertainment Construction 92

AWS Machine Learning

OCTOBER 2, 2023

We show you how to use AWS IoT Greengrass to manage model inference at the edge and how to automate the process using AWS Step Functions and other AWS services. AWS IoT Greengrass is an Internet of Things (IoT) open-source edge runtime and cloud service that helps you build, deploy, and manage edge device software.

Engineering 92

Engineering APIs Management Enterprise 92

AWS Machine Learning

MAY 31, 2023

Now, Amazon Translate offers real-time document translation to seamlessly integrate and accelerate content creation and localization. This feature eliminates the wait for documents to be translated in asynchronous batch mode. In this post, we will show you how to use this new feature. He works with US federal financial clients.

APIs 82

APIs Consulting Consulting Marketing 82

AWS Machine Learning

APRIL 8, 2024

Similar to LangChain, LlamaIndex offers a number of tools, including data connectors, data indexes, engines, and data agents, as well as application integrations such as tools and observability, tracing, and evaluation. For account setup instructions, see Create an AWS Account. All the code in this post is available in the GitHub repo.

APIs 101

APIs Engineering Accountability Construction 101

AWS Machine Learning

DECEMBER 12, 2023

The launch of ChatGPT and rise in popularity of generative AI have captured the imagination of customers who are curious about how they can use this technology to create new products and services on AWS, such as enterprise chatbots, which are more conversational. Optionally, deploy the application using AWS Amplify. Choose Deploy.

Chatbots 102

Chatbots Enterprise APIs Best practices 102

VirtualPBX

SEPTEMBER 8, 2023

We’ll also shed light on how our VoIP solutions, including VoIP encryption and AWS Secure file storage , can enhance your business’s security posture. Enhancing Security with AWS Secure File Storage Beyond VoIP communication, securing customer data extends to how you store and manage files.

voip 105

voip Best practices Technology Accountability 105

AWS Machine Learning

NOVEMBER 17, 2023

You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo. Using the AWS Management Console , you can create a recording configuration and link it to an Amazon IVS channel. This is the recommended way for Amazon IVS integration.

APIs 90

APIs Engineering Advertising Accountability 90

AWS Machine Learning

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. In a previous post , we described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow for you and shared details about some of the recent feature launches. pdf" } }, "score": 0.6389407 }, { "content": { "text": ".amortization

APIs 111

APIs Finance Chatbots Enterprise 111

AWS Machine Learning

FEBRUARY 13, 2024

We froze the low-level feature layers and retained the weights acquired through transfer learning from the ImageNet model. Building and training the model within Amazon SageMaker Studio provided an integrated development environment (IDE) with everything needed to prepare, build, train, and tune models.

Engineering 102

Engineering Gamification Scripts Big data 102

AWS Machine Learning

SEPTEMBER 28, 2023

To help tackle this challenge, Accenture collaborated with AWS to build an innovative generative AI solution called Knowledge Assist. By using AWS generative AI services, the team has developed a system that can ingest and comprehend massive amounts of unstructured enterprise content.

Enterprise 98

Enterprise Real estate Chatbots Construction 98

AWS Machine Learning

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 91

Healthcare Government Engineering APIs 91

AWS Machine Learning

OCTOBER 6, 2023

The personalization of LLM applications can be achieved by incorporating up-to-date user information, which typically involves integrating several components. One such component is a feature store, a tool that stores, shares, and manages features for machine learning (ML) models. A feature store maintains user profile data.

Personalization 113

Personalization Engineering Construction Transportation 113

AWS Machine Learning

NOVEMBER 26, 2023

We are integrating generative AI with Amazon Personalize in order to deliver hyper-personalized experiences to our users. Announcing LangChain integration to seamlessly integrate Amazon Personalize with the LangChain framework LangChain is a powerful open-source framework that allows for integration with large language models (LLMs).

Personalization 104

Personalization Customer Experience APIs Entertainment 104

AWS Machine Learning

NOVEMBER 16, 2022

Today, many AWS customers are building enterprise-ready machine learning (ML) platforms on Amazon Elastic Kubernetes Service (Amazon EKS) using Kubeflow on AWS (an AWS-specific distribution of Kubeflow) across many use cases, including computer vision, natural language understanding, speech translation, and financial modeling.

Metrics 68

Metrics Scripts Enterprise APIs 68

AWS Machine Learning

AUGUST 4, 2023

We’re excited to announce Amazon SageMaker and Salesforce Data Cloud integration. As a result, businesses can accelerate time to market while maintaining data integrity and security, and reduce the operational burden of moving data from one location to another.

APIs 74

APIs Engineering Enterprise Technology 74

VirtualPBX

OCTOBER 18, 2022

VirtualPBX’s award-winning voice, video, and text messaging service includes robust calling features like Call Recording , Amazon AWS Integration , and Advanced Call Reports. In addition to these features, we offer 24/7 customer service to get you compliant as soon as possible.

Accountability 97

Accountability Sales Marketing Customer Service 97

AWS Machine Learning

MAY 19, 2023

At the 2022 AWS re:Invent conference in Las Vegas, we demonstrated “Describe for Me” at the AWS Builders’ Fair, a website which helps the visually impaired understand images through image caption, facial recognition, and text-to-speech, a technology we refer to as “Image to Speech.”

APIs 90

APIs Scripts Engineering Best practices 90