AWS Machine Learning

NOVEMBER 7, 2023

Furthermore, the cost to train new LLMs can prove prohibitive for many enterprise settings. Amazon Kendra with foundational LLM Amazon Kendra is an advanced enterprise search service enhanced by machine learning (ML) that provides out-of-the-box semantic search capabilities. The user uploads one or more documents into Amazon S3.

Enterprise 112

Enterprise APIs Engineering Accountability 112

Spearline

JULY 4, 2022

The importance of WebRTC monitoring for enterprises Web Real Time Communications (WebRTC) is transforming the way we communicate online. Enterprises are increasingly finding new ways to use the technology to help them provide the best customer service, as well as improved internal communications. What does WebRTC enable?

Enterprise 98

Enterprise APIs Metrics Technology 98

AWS Machine Learning

JULY 30, 2024

Amazon Q Business is a fully managed, permission aware generative artificial intelligence (AI)-powered assistant built with enterprise grade security and privacy features. Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on your enterprise data.

APIs 111

APIs Enterprise Accountability Management 111

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. Data science and DevOps teams may face challenges managing these isolated tool stacks and systems. Wipro is an AWS Premier Tier Services Partner and Managed Service Provider (MSP).

Management 127

Management APIs Engineering Government 127

Jive

JUNE 11, 2018

What’s an API integration? Businesses face complex technological demands, many of which they can satisfy with API integration. Application programming interface (API) refers to very specialized pieces of computer code. But there’s a point when simply managing these applications and toggling between them becomes a job by itself.

APIs 75

APIs Enterprise CRM Management 75

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. It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure.

APIs 136

APIs Big data Accountability Enterprise 136

AWS Machine Learning

OCTOBER 3, 2024

In this post, we describe how Aviva built a fully serverless MLOps platform based on the AWS Enterprise MLOps Framework and Amazon SageMaker to integrate DevOps best practices into the ML lifecycle. The final decision, along with the generated data, is consolidated and transmitted back to the claims management system as a REST API response.

APIs 84

APIs Construction Engineering Accountability 84

AWS Machine Learning

OCTOBER 30, 2024

With Global Resiliency, you no longer need to manually manage separate bots across Regions, because the feature automatically replicates and keeps Regional configurations in sync. Enabling Global Resiliency for an Amazon Lex bot is straightforward using the AWS Management Console , AWS Command Line Interface (AWS CLI), or APIs.

Chatbots 90

Chatbots APIs Interactive Voice Response Telecommunications 90

AWS Machine Learning

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. If the request to the Talkdesk API is successful, a Talkdesk conversation ID is returned to Amazon Lex.

Cloud contact 110

Cloud contact Contact Center Chatbots APIs 110

AWS Machine Learning

AUGUST 29, 2022

You can now use cross-account support for Amazon SageMaker Pipelines to share pipeline entities across AWS accounts and access shared pipelines directly through Amazon SageMaker API calls. Customers are increasingly adopting multi-account architectures for deploying and managing machine learning (ML) workflows with SageMaker Pipelines.

Accountability 89

Accountability APIs Management Engineering 89

AWS Machine Learning

MARCH 1, 2024

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). You have the option to override it to use either hybrid or semantic search in the API. The scores help determine which chunks best match the response of the query.

APIs 123

APIs Finance Chatbots Enterprise 123

AWS Machine Learning

FEBRUARY 29, 2024

It allows you to seamlessly customize your RAG prompts and retrieval strategies—we provide the source attribution, and we handle memory management automatically. To enable effective retrieval from private data, a common practice is to first split these documents into manageable chunks. Choose Next. Choose Next.

APIs 129

APIs Healthcare Scripts Enterprise 129

AWS Machine Learning

OCTOBER 3, 2024

In addition, to enable safeguarding applications using different FMs, Amazon Bedrock Guardrails now supports the ApplyGuardrail API to evaluate user inputs and model responses for custom and third-party FMs available outside of Amazon Bedrock. For more details, see AWS Managed Policies for SageMaker projects and JumpStart.

APIs 89

APIs Real estate Best practices Personalization 89

AWS Machine Learning

MARCH 26, 2024

The next stage is the extraction phase, where you pass the collected invoices and receipts to the Amazon Textract AnalyzeExpense API to extract financially related relationships between text such as vendor name, invoice receipt date, order date, amount due, amount paid, and so on. It is available both as a synchronous or asynchronous API.

APIs 108

APIs Construction Analytics Enterprise 108

AWS Machine Learning

AUGUST 14, 2023

Enterprise search is a critical component of organizational efficiency through document digitization and knowledge management. Enterprise search covers storing documents such as digital files, indexing the documents for search, and providing relevant results based on user queries.

Enterprise 74

Enterprise Scripts Best practices Analytics 74

AWS Machine Learning

DECEMBER 1, 2023

Another challenge is the effort required to set up and manage the networking configurations. Typically, there is no simple mechanism for administrators to discover, implement, and manage the right networking and security configurations their teams need. About the authors Ozan Eken is a Senior Product Manager at Amazon Web Services.

Enterprise 112

Enterprise Accountability APIs Government 112

AWS Machine Learning

OCTOBER 11, 2024

With the Amazon Bedrock serverless experience, you can experiment with and evaluate top foundation models (FMs) for your use cases, privately customize them with your data using techniques such as fine-tuning and RAG, and build agents that run tasks using enterprise systems and data sources. All these steps are managed by Amazon Bedrock.

APIs 97

APIs Enterprise Engineering Government 97

CSM Magazine

JUNE 24, 2021

In his final blog in the Connected Enterprise series Ross Daniels at Calabrio discusses the role of the contact centre. . In the first two blogs in this series, we set out to define what it really means to be a Connected Enterprise, identifying the top three characteristics that all connected organisations share.

Enterprise 52

Enterprise Multichannel Analytics Quality management 52

AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Q Business is a fully managed, generative artificial intelligence (AI) powered assistant that can address the challenges mentioned above by providing 24/7 support tailored to individual needs. Additionally, Amazon Q Business offers enterprise-grade data security and privacy and has guardrails built-in that are configurable by an admin.

Wireless 95

Wireless Enterprise APIs Chatbots 95

AWS Machine Learning

AUGUST 2, 2023

Marketing – Another use case of image search is digital asset management. An example of a customized image search is Enterprise Resource Planning (ERP). After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. However, we can use CDE for a wider range of use cases.

Enterprise 77

Enterprise Healthcare APIs Big data 77

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon. With fully managed agents, you don’t have to worry about provisioning or managing infrastructure. The following diagram depicts the agent structure.

APIs 103

APIs Customer Service Construction Analytics 103

AWS Machine Learning

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. After authentication, Amazon API Gateway and Amazon S3 deliver the contents of the Content Designer UI.

Chatbots 120

Chatbots Banking APIs Enterprise 120

AWS Machine Learning

JANUARY 10, 2024

The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint. API Gateway invokes a Lambda function to initiate model updates.

APIs 117

APIs Construction Engineering Analytics 117

AWS Machine Learning

SEPTEMBER 13, 2024

Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. Using natural language processing (NLP) and OpenAPI specs, Amazon Bedrock Agents dynamically manages API sequences, minimizing dependency management complexities.

APIs 125

APIs Enterprise Best practices Accountability 125

DMG Consulting

SEPTEMBER 7, 2023

Workforce Management for the 21st Century: Helping Deliver a Great CX View this article on the publisher’s website. Workforce management (WFM) solutions are essential in good times and even more indispensable when the economy is challenged and budgets are tight.

Management 48

Management Real estate Agent Empowerment Enterprise 48

AWS Machine Learning

NOVEMBER 22, 2022

Enterprises often need to communicate effectively to a large base of customers, partners, and stakeholders across several different languages. Each business unit in the enterprise has different translation workloads and often manages their own translation requirements and vendors. Therefore, another API /customterm is exposed.

APIs 75

APIs Enterprise Accountability industry standards 75

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition includes a simple, easy-to-use API that can quickly analyze any image or video file that’s stored in Amazon Simple Storage Service (Amazon S3). The following table shows the moderation labels, content type, and confidence scores returned in the API response. Graphic Violence L2 92.6% Explosions and Blasts L3 92.6%

APIs 122

APIs Advertising Enterprise Technology 122

AWS Machine Learning

JUNE 30, 2022

You can access Amazon SageMaker Studio notebooks from the Amazon SageMaker console via AWS Identity and Access Management (IAM) authenticated federation from your identity provider (IdP), such as Okta. These traffic routing products generate their own source IP, whose IP range is not controlled by the enterprise customer.

APIs 85

APIs Enterprise Big data Accountability 85

AWS Machine Learning

NOVEMBER 22, 2023

Starting from the introduction of the Security Pillar and design principles, we then examine the solution design and implementation with four focus areas: access control, data protection, key and secret management, and workload configuration. Centralize identity management, and aim to eliminate reliance on long-term static credentials.

APIs 99

APIs Accountability Enterprise Transportation 99

AWS Machine Learning

NOVEMBER 26, 2023

Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users. In his spare time, he enjoys hiking, traveling, and reading.

Personalization 120

Personalization Customer Experience APIs Entertainment 120

AWS Machine Learning

AUGUST 22, 2024

This makes managing and deploying these updates across a large-scale deployment pipeline while providing consistency and minimizing downtime a significant undertaking. Because of this integration, you can create a pipeline for orchestration using a tool that handles much of the step creation and management for you.

APIs 112

APIs Accountability Engineering Construction 112

AWS Machine Learning

JUNE 12, 2024

Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems. Amazon Q uses the chat_sync API to carry out the conversation. A VPC where you will deploy the solution.

APIs 124

APIs Enterprise Accountability Feedback 124

Call Design

JULY 27, 2021

The ability to evaluate the effectiveness of your workforce management solution can drastically improve the performance of your contact centre. Using a workforce management solution can provide so much more insight than an Excel spreadsheet, helping you to streamline operations, optimise performance, and engage agents. Social Media.

Management 78

Management APIs Self service Enterprise 78

Call Design

JULY 19, 2021

The ability to evaluate the effectiveness of your workforce management solution can drastically improve the performance of your contact centre. Using a workforce management solution can provide so much more insight than an Excel spreadsheet, helping you to streamline operations, optimise performance, and engage agents. Social Media.

Management 78

Management APIs Self service Enterprise 78

AWS Machine Learning

OCTOBER 27, 2023

Generative artificial intelligence is transforming how enterprises do business. Enterprises are using generative AI specifically to power their marketing efforts through emails, push notifications, and other outbound communication channels. Dear , Desiring the cozy feel of fall?

Personalization 104

Personalization Marketing APIs Entertainment 104

AWS Machine Learning

MAY 16, 2024

For this reason, we built the MLOps architecture to manage the created models and provide real-time services. The main AWS services used are SageMaker, Amazon EMR , AWS CodeBuild , Amazon Simple Storage Service (Amazon S3), Amazon EventBridge , AWS Lambda , and Amazon API Gateway.

Personalization 111

Personalization APIs Scripts Technical Support 111

AWS Machine Learning

MAY 25, 2023

One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda.

APIs 83

APIs Enterprise Accountability Chatbots 83