AWS Machine Learning

APRIL 18, 2024

All of this, and more, is now possible with our newest sample solution, Live Meeting Assistant (LMA). In this post, we show you how to use LMA with Amazon Transcribe , Amazon Bedrock , and Knowledge Bases for Amazon Bedrock. The summaries are generated from the transcript by Amazon Bedrock.

APIs 93

APIs Accountability Analytics Entertainment 93

AWS Machine Learning

OCTOBER 30, 2023

Amazon Bedrock is a fully managed service provided by AWS that offers developers access to foundation models (FMs) and the tools to customize them for specific applications. Customers are building innovative generative AI applications using Amazon Bedrock APIs using their own proprietary data.

APIs 125

APIs Big data Accountability Enterprise 125

AWS Machine Learning

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Entertainment 98

Entertainment Marketing Best practices Technology 98

AWS Machine Learning

APRIL 22, 2024

Amazon SageMaker HyperPod is purpose-built to accelerate foundation model (FM) training, removing the undifferentiated heavy lifting involved in managing and optimizing a large training compute cluster. The following diagram illustrates the high-level solution architecture. We use TLS termination by installing a certificate to the NLB.

Scripts 75

Scripts Engineering Management Benchmark 75

AWS Machine Learning

MARCH 11, 2024

Since implementing Amazon Personalize, VistaPrint increased their conversion rate by 10 percent and reduced their total cost of ownership by 30 percent. Prior solution and challenges Prior to their current solution, VistaPrint had an internally developed product recommendation system hosted on-premises.

Personalization 94

Personalization Engineering APIs Advertising 94

AWS Machine Learning

APRIL 8, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model.

APIs 105

APIs Construction Chatbots Accountability 105

AWS Machine Learning

APRIL 18, 2024

It’s the AI-powered platform for work that connects people, conversations, apps, and systems together in one place. Slack is also using Amazon SageMaker inference capabilities for advanced routing strategies to scale the solution to customers with optimal performance, latency, and throughput.

Enterprise 95

Enterprise Analytics Metrics Accountability 95

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. Amazon Personalize allows you to add sophisticated personalization capabilities to your applications by using the same machine learning (ML) technology used on Amazon.com for over 20 years.

Personalization 90

Personalization Accountability Entertainment Construction 90

AWS Machine Learning

APRIL 9, 2024

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). To learn more about hybrid search, see Knowledge Bases for Amazon Bedrock now supports hybrid search. Select the knowledge base you created.

APIs 115

APIs Engineering Healthcare Education 115

Zappix

APRIL 17, 2024

BURLINGTON, MASSACHUSETTS, UNITED STATES, April 17, 2024 / EINPresswire.com / — Zappix and GTS have launched their advanced Customer Engagement Solutions and Call Center Operational Enhancements for North American enterprises and government clients, marking a significant step forward in customer service and operational efficiency.

Government 52

Government Enterprise Call Center Interactive Voice Response 52

AWS Machine Learning

APRIL 4, 2024

Tackling these challenges is key to effectively connecting readers with content they find informative and engaging. In this post, we describe how Amazon Personalize can power a scalable news recommender application. Amazon Personalize has a fixed number of interactions and items dataset features that can be used to train a model.

Personalization 81

Personalization APIs Engineering Metrics 81

Connect

JANUARY 22, 2024

Additionally, the contact center buyer’s guide features an appendix with key questions to assess vendors and their current solutions. Download the 2024 contact centre buyer’s guide : Download IAbout ‘ Connect. Connect with us: Connect UK , Connect South Africa , Connect India , Connect USA.

Cloud contact 94

Cloud contact Contact Center Marketing Customer Experience 94

AWS Machine Learning

APRIL 8, 2024

When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. Llama 2 models are available on Amazon SageMaker JumpStart for a quick and straightforward deployment. Deploy an embedding model from the Amazon SageMaker JumpStart hub. with your own text.

APIs 100

APIs Engineering Accountability Construction 100

AWS Machine Learning

SEPTEMBER 28, 2023

In either case, as knowledge management becomes more complex, generative AI presents a game-changing opportunity for enterprises to connect people to the information they need to perform and innovate. With the right strategy, these intelligent solutions can transform how knowledge is captured, organized, and used across an organization.

Enterprise 96

Enterprise Real estate Chatbots Construction 96

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. When you deploy QnABot, you can choose to automatically deploy a state-of-the-art open-source LLM model ( Falcon-40B-instruct ) on an Amazon SageMaker endpoint. For example, when asked “What is Amazon Lex?”,

Self service 103

Self service APIs Transportation Contact Center 103

AWS Machine Learning

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. This AWS CDK project requires Amazon SageMaker instances (two ml.g5.48xlarge).

Enterprise 94

Enterprise APIs Engineering Accountability 94

AWS Machine Learning

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey.

Personalization 103

Personalization Customer Experience APIs Entertainment 103

AWS Machine Learning

JANUARY 5, 2024

Many organizations have been using a combination of on-premises and open source data science solutions to create and manage machine learning (ML) models. Integrating multiple tool stacks to build a compact solution might involve building custom connectors or workflows.

Management 110

Management APIs Engineering Government 110

AWS Machine Learning

OCTOBER 24, 2023

This service is delivered by the T-Mobile Voicemail system and uses Amazon Transcribe to convert voicemail messages to text. Voicemail to Text is available in 39 different spoken languages and dialects and uses auto-language detection provided by Amazon Transcribe. T-Mobile US, Inc.

APIs 90

APIs Engineering Metrics Technology 90

AWS Machine Learning

DECEMBER 19, 2023

Overall, ML use cases require a readily available integrated solution to industrialize and streamline the process that takes an ML model from development to production deployment at scale using MLOps. The solution takes advantage of AWS native features from Amazon SageMaker , building a flexible and extensible framework around this.

Analytics 104

Analytics Engineering Government Best practices 104

AWS Machine Learning

APRIL 16, 2024

Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. Managing your Amazon Lex bots using AWS CloudFormation allows you to create templates defining the bot and all the AWS resources it depends on.

Management 85

Management Construction APIs Chatbots 85

AWS Machine Learning

NOVEMBER 29, 2023

Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. Solution overview For our use case, we are assuming the role of a data professional at a financial services company. From the Import data page, select Snowflake from the list and choose Add connection.

Engineering 102

Engineering Big data Customer centricity Education 102

AWS Machine Learning

DECEMBER 13, 2023

Amazon SageMaker MLOps is a suite of features that includes Amazon SageMaker Projects (CI/CD), Amazon SageMaker Pipelines and Amazon SageMaker Model Registry. Amazon EventBridge – Amazon EventBridge keeps track of all modifications to the model registry. all implemented via CloudFormation. An AWS account.

Construction 101

Construction Accountability Engineering Personalization 101

AWS Machine Learning

OCTOBER 11, 2023

Amazon Kendra is a highly accurate and simple-to-use intelligent search service powered by machine learning (ML). Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. Create an Amazon Kendra index. Run a sample query to test the solution.

Enterprise 94

Enterprise Chatbots Engineering Management 94

AWS Machine Learning

FEBRUARY 2, 2024

Because embeddings are an important source of data for NLP models in general and generative AI solutions in particular, we need a way to measure whether our embeddings are changing over time (drifting). The data processing flow extracts data from PDF documents and creates embeddings that get stored in Amazon OpenSearch Service.

Big data 91

Big data Technology Management Engineering 91

AWS Machine Learning

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). Description of Use Leased Square Footage (1). billion, $6.1

APIs 109

APIs Finance Chatbots Enterprise 109

AWS Machine Learning

NOVEMBER 22, 2023

Building a production-ready solution in AWS involves a series of trade-offs between resources, time, customer expectation, and business outcome. This post focuses on the Security pillar of the IDP solution.

APIs 83

APIs Accountability Enterprise Transportation 83

AWS Machine Learning

MARCH 27, 2024

Amazon Titan lmage Generator G1 is a cutting-edge text-to-image model, available via Amazon Bedrock , that is able to understand prompts describing multiple objects in various contexts and captures these relevant details in the images it generates. It is available in US East (N.

APIs 86

APIs Accountability Engineering Entertainment 86

AWS Machine Learning

MARCH 31, 2023

Government departments and businesses operate contact centers to connect with their communities, enabling citizens and customers to call to make appointments, request services, and sometimes just ask a question. The contact center is powered by Amazon Connect, and Max, the virtual agent, is powered by Amazon Lex and the AWS QnABot solution.

Virtual Agent 78

Virtual Agent Self service Transportation Customer Experience 78

CSM Magazine

AUGUST 1, 2023

PCI Pal announced today that it has achieved the Amazon Web Services (AWS) Service Ready designation for Amazon Connect. Finally, and most importantly, they have a list of customers that have successfully deployed the solution on AWS.

Interactive Voice Response 52

Interactive Voice Response Engineering Best practices Enterprise 52

AWS Machine Learning

DECEMBER 1, 2023

That’s why today we are excited to announce the new onboarding experience that makes it effortless for you to set up Amazon SageMaker domains for your organization. You can also manage your subnets and connection modes later on if changes are required. Now let’s go through the new experience in more depth. Choose Next.

Enterprise 95

Enterprise APIs Accountability Government 95

Upstream Works

JULY 6, 2023

Upstream Works is excited to introduce you to our newest product offering – Upstream Works for Amazon Connect.

contact center solutions 78

contact center solutions Contact Center Management 78

AWS Machine Learning

FEBRUARY 13, 2024

In this post, we discuss how BigBasket used Amazon SageMaker to train their computer vision model for Fast-Moving Consumer Goods (FMCG) product identification, which helped them reduce training time by approximately 50% and save costs by 20%. The following diagram illustrates the solution architecture. Log model training metrics.

Engineering 100

Engineering Gamification Scripts Big data 100

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 123

Best practices Government Engineering Accountability 123

AWS Machine Learning

JUNE 13, 2023

Organizations can maximize the value of their modern data architecture with generative AI solutions while innovating continuously. The latest offering for generative AI from AWS is Amazon Bedrock , which is a fully managed service and the easiest way to build and scale generative AI applications with foundation models.

APIs 73

APIs Finance Engineering Analytics 73

AWS Machine Learning

SEPTEMBER 8, 2023

This is made possible with Amazon Textract , AWS’s Intelligent Document Processing service, coupled with the fast search capabilities of OpenSearch. In this post, we’ll take you on a journey to rapidly build and deploy a document search indexing solution that helps your organization to better harness and extract insights from documents.

Construction 103

Construction Metrics Best practices APIs 103

AWS Machine Learning

DECEMBER 29, 2022

Last year, we announced the general availability of RStudio on Amazon SageMaker , the industry’s first fully managed RStudio Workbench integrated development environment (IDE) in the cloud. Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. Solution overview. Prerequisites.

APIs 105

APIs Engineering Analytics Scripts 105