AWS Machine Learning

AUGUST 29, 2022

On August 9, 2022, we announced the general availability of cross-account sharing of Amazon SageMaker Pipelines entities. 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.

Accountability 98

Accountability APIs Management Engineering 98

AWS Machine Learning

FEBRUARY 21, 2025

Solution overview Our solution implements a verified semantic cache using the Amazon Bedrock Knowledge Bases Retrieve API to reduce hallucinations in LLM responses while simultaneously improving latency and reducing costs. The function checks the semantic cache (Amazon Bedrock Knowledge Bases) using the Retrieve API.

Engineering 127

Engineering APIs Analytics Enterprise 127

AWS Machine Learning

JULY 2, 2024

Amazon Bedrock is a fully managed service that makes a wide range of foundation models (FMs) available though an API without having to manage any infrastructure. Amazon API Gateway and AWS Lambda to create an API with an authentication layer and integrate with Amazon Bedrock. An API created with Amazon API Gateway.

APIs 143

APIs Scripts Enterprise Engineering 143

AWS Machine Learning

FEBRUARY 25, 2025

We recommend running similar scripts only on your own data sources after consulting with the team who manages them, or be sure to follow the terms of service for the sources that youre trying to fetch data from. Solution overview The solution shown of integrating Alations business policies is for demonstration purposes only.

Enterprise 111

Enterprise Engineering APIs Accountability 111

AWS Machine Learning

SEPTEMBER 21, 2022

Until recently, organizations hosting private AWS DeepRacer events had to create and assign AWS accounts to every event participant. This often meant securing and monitoring usage across hundreds or even thousands of AWS accounts. Build a solution around AWS DeepRacer multi-user account management.

Accountability 95

Accountability APIs Enterprise Big data 95

AWS Machine Learning

NOVEMBER 21, 2024

Add team members using their email addresses—they will receive instructions to set up their accounts. Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. On the SageMaker console, choose Labeling workforces. documentation. When implementing additional Wavesurfer.js

APIs 104

APIs Feedback Telecommunications Management 104

AWS Machine Learning

MARCH 27, 2025

We suggest consulting LLM prompt engineering documentation such as Anthropic prompt engineering for experiments. Refer to Getting started with the API to set up your environment to make Amazon Bedrock requests through the AWS API. I've immediately revoked the compromised API credentials and initiated our security protocol.

Education 113

Education Engineering APIs Enterprise 113

AWS Machine Learning

APRIL 30, 2025

Second, integration tests verify the end-to-end flow of the REST API and the chatbots interaction with the large language model (LLM). This allowed them to quickly move their API-based backend services to a cloud-native environment. Anwar Rizal is a Senior Machine Learning consultant for AWS Professional Services based in Paris.

Government 74

Government Engineering Enterprise APIs 74

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 123

Cloud contact Contact Center Chatbots APIs 123

TeleDirect

APRIL 16, 2025

Your medical call center must be fully compliant with the Health Insurance Portability and Accountability Act (HIPAA). A: Leading call centers use API integrations and secure portals to sync with electronic health record (EHR) systems, enabling real-time updates and streamlined data sharing.

Call Center 62

Call Center Healthcare Call flow Scripts 62

AWS Machine Learning

FEBRUARY 29, 2024

Solution overview The architecture at Deutsche Bahn consists of a central platform account managed by a platform team responsible for managing infrastructure and operations for SageMaker Studio. The AI team does not have AWS Management Console access to the AI platform team’s account.

APIs 132

APIs Transportation Construction Analytics 132

AWS Machine Learning

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 132

Chatbots APIs Engineering Automotive 132

AWS Machine Learning

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. Model providers can’t access customer data in the deployment account.

Best practices 132

Best practices APIs Accountability Personalization 132

AWS Machine Learning

SEPTEMBER 23, 2024

To use a specific LLM from Amazon Bedrock, SageMaker Canvas uses the model ID of the chosen LLM as part of the API calls. Limit access to all Amazon Bedrock models To restrict access to all Amazon Bedrock models, you can modify the SageMaker role to explicitly deny these APIs. This prevents the creation of endpoints using these models.

Government 123

Government Enterprise APIs Accountability 123

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 130

APIs Metrics Consulting Consulting 130

AWS Machine Learning

OCTOBER 31, 2023

Enterprise Resource Planning (ERP) systems are used by companies to manage several business functions such as accounting, sales or order management in one system. In particular, they are routinely used to store information related to customer accounts. n Question : {question}?

Healthcare 134

Healthcare APIs Engineering Accountability 134

AWS Machine Learning

AUGUST 21, 2024

LMA for healthcare is an extended version of the Live Meeting Assistant solution that has been adapted to generate clinical notes automatically during virtual doctor-patient consultations. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services.

Healthcare 123

Healthcare Consulting Consulting APIs 123

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 141

APIs Scripts Enterprise Management 141

CSM Magazine

NOVEMBER 4, 2024

Multilingual Digital Experiences Self service experiences should be enabled at the product information, mobile apps, online accounts, checkout flows, tracking, notifications and other touch points in the languages ​​customers prefer. Local cultural consultants help align content. Continuous IT cooperation is vital. Reduced Risk.

Customer Experience 52

Customer Experience APIs Advertising Marketing 52

AWS Machine Learning

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams. Anthropic Claude 2.0

APIs 130

APIs Analytics Chatbots Engineering 130

AWS Machine Learning

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. Amazon Q uses the chat_sync API to carry out the conversation. A VPC where you will deploy the solution.

APIs 139

APIs Enterprise Accountability Feedback 139

AWS Machine Learning

SEPTEMBER 17, 2024

Existing customers will be able to use the service (both using the AWS Management Console and API) as normal and AWS will continue to invest in security, availability, and performance improvements for Lookout for Equipment, but we do not plan to introduce new features for this service. Product Manager, Lookout for Equipment, at AWS.

APIs 90

APIs Engineering Consulting Consulting 90

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 131

Government APIs Enterprise Best practices 131

AWS Machine Learning

OCTOBER 3, 2024

The proposed baseline architecture can be logically divided into four building blocks which that are sequentially deployed into the provided AWS accounts, as illustrated in the following diagram below. Developers can use the AWS Cloud Development Kit (AWS CDK) to customize the solution to align with the company’s specific account setup.

APIs 96

APIs Construction Engineering Accountability 96

TechSee

JUNE 9, 2022

Create an end-to-end seamless customer experience using integrations and open API platforms like TechSee Visual Journeys. APIs and integrations allow you to provide consistent visual guidance across every channel, maintain your branding and use the visual data to improve the next stage of the customer’s interaction.

Customer Experience 145

Customer Experience Self service Interactive Voice Response Technical Support 145

AWS Machine Learning

JANUARY 5, 2024

By the end of the consulting engagement, the team had implemented the following architecture that effectively addressed the core requirements of the customer team, including: Code Sharing – SageMaker notebooks enable data scientists to experiment and share code with other team members.

Management 135

Management APIs Engineering Government 135

AWS Machine Learning

FEBRUARY 5, 2025

Note: For any considerations of adopting this architecture in a production setting, it is imperative to consult with your company specific security policies and requirements. model API exposed by SageMaker JumpStart properly. encode("utf-8") def transform_output(self, output): output_data = json.loads(output.read().decode("utf-8"))

Chatbots 118

Chatbots Construction Best practices APIs 118

AWS Machine Learning

MAY 23, 2023

Model data is stored on Amazon Simple Storage Service (Amazon S3) in the JumpStart account. The web application interacts with the models via Amazon API Gateway and AWS Lambda functions as shown in the following diagram. Prerequisites You must have the following prerequisites: An AWS account The AWS CLI v2 Python 3.6

APIs 110

APIs Accountability Construction Management 110

AWS Machine Learning

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. The second component converts these extracted frames into vector embeddings directly by calling the Amazon Bedrock API with Amazon Titan Multimodal Embeddings.

APIs 125

APIs Accountability Entertainment Construction 125

TechSee

MAY 23, 2023

A Forrester Consulting study found that 70% of contact center agents lack access to relevant customer data. Once your core flows are set up, the Editor’s integrated low-code capabilities allow your developers to expand further with Visual AI, automated guidance, API integrations, and more. What is an automated visual flow?

Contact Center 109

Contact Center Interactive Voice Response Consulting Consulting 109

Nexmo

OCTOBER 27, 2020

You’ll need a Vonage API Account. Please take note of your accounts API Key, API Secret, and the number that comes with it. For now, we will add an empty API controller called VoiceController to our Controllers folder. Prerequisites. If you don’t have one, you can sign up for one here.

APIs 118

APIs Engineering voip Accountability 118

AWS Machine Learning

SEPTEMBER 18, 2024

We present our solution through a fictional consulting company, OneCompany Consulting, using automatically generated personalized website content for accelerating business client onboarding for their consultancy service. For this post, we use Anthropic’s Claude models on Amazon Bedrock. Our core values are: 1.

Personalization 130

Personalization Construction Consulting Consulting 130

AWS Machine Learning

MARCH 19, 2024

The user can use the Amazon Recognition DetectText API to extract text data from these images. Prerequisites To follow along with this post, you should meet the following prerequisites: You need an AWS account with an AWS Identity and Access Management (IAM) role with admin permissions to manage resources created as part of the solution.

Construction 138

Construction Scripts APIs Enterprise 138

AWS Machine Learning

MARCH 22, 2023

An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. For each user, the authorization server or the API sends tokens to Data Wrangler with Snowflake as the audience.

APIs 98

APIs Engineering Analytics Scripts 98

AWS Machine Learning

NOVEMBER 14, 2023

Early examples include advanced social bots and automated accounts that supercharge the initial stage of spreading fake news. In general, it is not trivial for the public to determine whether such accounts are people or bots. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

APIs 132

APIs Engineering Scripts Education 132

AWS Machine Learning

FEBRUARY 6, 2023

Tasks like account balance lookups are completed in seconds, a 90% reduction in time compared to WaFd’s legacy system. How Talkdesk integrates with Amazon Lex When the call reaches Talkdesk Virtual Agent , Talkdesk uses the continuous streaming capability of the Amazon Lex API to enable conversation with the Amazon Lex bot.

Cloud contact 98

Cloud contact Self service Contact Center Virtual Agent 98

AWS Machine Learning

JULY 5, 2023

The text can be input from the browser or through an API call to the endpoint exposed by our solution. This calls an API (3) through Amazon API Gateway , to invoke an AWS Lambda function (4). To create this solution in your account, follow the instructions in the README.md

APIs 98

APIs Education Chatbots Accountability 98