AWS Machine Learning

MARCH 19, 2025

Note that these APIs use objects as namespaces, alleviating the need for explicit imports. API Gateway supports multiple mechanisms for controlling and managing access to an API. AWS Lambda handles the REST API integration, processing the requests and invoking the appropriate AWS services.

APIs 110

APIs Automotive Accountability Analytics 110

AWS Machine Learning

NOVEMBER 13, 2024

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. Interactions with Amazon Bedrock are handled by a Lambda function, which implements the application logic underlying an API made available using API Gateway.

APIs 131

APIs Scripts Accountability Entertainment 131

Nexmo

AUGUST 4, 2020

The Vonage Voice API WebSockets feature recently left Beta status and became generally available. Vonage API Account. To complete this tutorial, you will need a Vonage API account. Once you have an account, you can find your API Key and API Secret at the top of the Vonage API Dashboard.

APIs 125

APIs Accountability 125

AWS Machine Learning

JULY 31, 2024

The new ApplyGuardrail API enables you to assess any text using your preconfigured guardrails in Amazon Bedrock, without invoking the FMs. In this post, we demonstrate how to use the ApplyGuardrail API with long-context inputs and streaming outputs. For example, you can now use the API with models hosted on Amazon SageMaker.

APIs 128

APIs Banking Best practices Engineering 128

AWS Machine Learning

OCTOBER 30, 2024

In the event of a Regional outage or disruption, you can swiftly redirect your bot traffic to a different Region. Enabling Global Resiliency for an Amazon Lex bot is straightforward using the AWS Management Console , AWS Command Line Interface (AWS CLI), or APIs. We walk through the instructions to replicate the bot later in this post.

Chatbots 109

Chatbots Interactive Voice Response APIs Telecommunications 109

AWS Machine Learning

SEPTEMBER 21, 2022

This post shows how companies can introduce hundreds of employees to ML concepts by easily running AWS DeepRacer events at scale. Run AWS DeepRacer events at scale. Our post-event statistics indicate that up to 75% of all participants to DeepRacer events are new to AI/ML and 50% are new to AWS.”.

Accountability 84

Accountability APIs Enterprise Big data 84

AWS Machine Learning

JANUARY 24, 2025

These steps might involve both the use of an LLM and external data sources and APIs. Agent plugin controller This component is responsible for the API integration to external data sources and APIs. The LLM agent is an orchestrator of a set of steps that might be necessary to complete the desired request.

APIs 112

APIs Scripts Best practices Management 112

AWS Machine Learning

JANUARY 14, 2025

The embedding model, which is hosted on the same EC2 instance as the local LLM API inference server, converts the text chunks into vector representations. The prompt is forwarded to the local LLM API inference server instance, where the prompt is tokenized and is converted into a vector representation using the local embedding model.

APIs 101

APIs Chatbots Enterprise Healthcare 101

AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

APIs 105

APIs Chatbots Construction Engineering 105

AWS Machine Learning

OCTOBER 5, 2022

So much exposure naturally brings added risks like account takeover (ATO). Each year, bad actors compromise billions of accounts through stolen credentials, phishing, social engineering, and multiple forms of ATO. To put it into perspective: account takeover fraud increased by 90% to an estimated $11.4 Overview of solution.

Accountability 95

Accountability APIs Metrics Engineering 95

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 121

Engineering APIs Analytics Enterprise 121

AWS Machine Learning

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. For example, the Datastore API might require certain input like date periods to query data. Full Macie finding event: {. } The fetched data is put into an S3 data store bucket for processing.

Enterprise 95

Enterprise Engineering APIs Best practices 95

Nexmo

MAY 16, 2019

This is the sixth tutorial on how to use Voice APIs with ASP.NET series. A Nexmo account, which you can sign up for here. To use The Nexmo Voice API , we need to create a voice application. The configuration steps are detailed in the Nexmo Voice API with ASP.NET: Before you start post. API References and Tools.

APIs 91

APIs Accountability 91

Nexmo

MAY 16, 2019

This is the sixth tutorial on how to use Voice APIs with ASP.NET series. A Nexmo account, which you can sign up for here. To use The Nexmo Voice API , we need to create a voice application. The configuration steps are detailed in the Nexmo Voice API with ASP.NET: Before you start post. API References and Tools.

APIs 91

APIs Accountability 91

AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM).

Accountability 128

Accountability Government Engineering Scripts 128

Nexmo

NOVEMBER 14, 2019

These articles show you how to get started with Nexmo APIs like SMS, Voice and Verify, so feel free to refer back to them as you go, or in case you’d like to add another functionality. A Nexmo account — create one for free if you haven’t already. Go to your dashboard to find your API key and secret and make a note of them.

APIs 89

APIs Accountability Call flow Personalization 89

AWS Machine Learning

MARCH 10, 2023

Online fraud has a widespread impact on businesses and requires an effective end-to-end strategy to detect and prevent new account fraud and account takeovers, and stop suspicious payment transactions. Example use cases for this could be payment processing or high-volume account creation.

APIs 140

APIs Banking Accountability Analytics 140

Nexmo

MAY 10, 2019

In this walkthrough, we are going to create a Ruby on Rails conference call application that utilizes the Nexmo Voice API. To work through this tutorial, you will need a Nexmo account. Set up our Nexmo account, purchase a Nexmo phone number, and create a Nexmo Voice application. to_json end def event end end.

APIs 81

APIs Accountability 81

Nexmo

MAY 10, 2019

In this walkthrough, we are going to create a Ruby on Rails conference call application that utilizes the Nexmo Voice API. To work through this tutorial, you will need a Nexmo account. Set up our Nexmo account, purchase a Nexmo phone number, and create a Nexmo Voice application. to_json end def event end end.

APIs 81

APIs Accountability 81

AWS Machine Learning

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. We also use identity pool to provide temporary AWS credentials for the user while they interact with Amazon Bedrock API. In this solution, we use Amazon Bedrock Agents.

APIs 82

APIs Enterprise Accountability Management 82

AWS Machine Learning

JULY 3, 2024

They often find themselves struggling with language barriers when it comes to setting up reminders for events like business gatherings and customer meetings. The original message ( example in Norwegian ) is sent to a Step Functions state machine using API Gateway. Generate an action plan list for events.

Personalization 138

Personalization APIs Management Accountability 138

AWS Machine Learning

FEBRUARY 7, 2025

The implementation uses Slacks event subscription API to process incoming messages and Slacks Web API to send responses. The incoming event from Slack is sent to an endpoint in API Gateway, and Slack expects a response in less than 3 seconds, otherwise the request fails.

Entertainment 80

Entertainment APIs Technology Feedback 80

AWS Machine Learning

MAY 17, 2024

The application uses event-driven architecture (EDA), a powerful software design pattern that you can use to build decoupled systems by communicating through events. The event starts an AWS Step Functions workflow. Detect if the review content has any harmful information using the Amazon Comprehend DetectToxicContent API.

APIs 136

APIs Construction Engineering Enterprise 136

CCNG

JUNE 7, 2023

Handling Basic Inquiries : Chat GPT can assist with basic inquiries such as order status, account information, shipping details, or product specifications. For access to the entire recorded Town Hall event, please visit CCNG.com, On-Demand Webinars.

Contact Center 195

Contact Center CCNG APIs Scripts 195

AWS Machine Learning

FEBRUARY 9, 2024

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

SaaS 144

SaaS APIs Government Accountability 144

AWS Machine Learning

FEBRUARY 1, 2023

Amazon Rekognition has two sets of APIs that help you moderate images or videos to keep digital communities safe and engaged. Some customers have asked if they could use this approach to moderate videos by sampling image frames and sending them to the Amazon Rekognition image moderation API.

APIs 90

APIs Scripts Metrics Surveys 90

Nexmo

JULY 21, 2020

At events I’ve run in the past, a phone number has been one way provided to attendees—they can either call or text the number and it forwards on to several organizers who have the responsibility to be available to deal with any issues. A Vonage API account – take note of your API Key & Secret on the dashboard.

APIs 116

APIs Accountability Personalization 116

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 85

Enterprise APIs Engineering Government 85

AWS Machine Learning

FEBRUARY 12, 2025

Amazon Bedrock , a fully managed service offering high-performing foundation models from leading AI companies through a single API, has recently introduced two significant evaluation capabilities: LLM-as-a-judge under Amazon Bedrock Model Evaluation and RAG evaluation for Amazon Bedrock Knowledge Bases.

Metrics 96

Metrics Engineering Benchmark APIs 96

AWS Machine Learning

NOVEMBER 13, 2023

You receive results through an API and pay only for what you use, with no minimum fees or upfront commitments. Solution overview The real-time personalized recommendations solution is implemented using Amazon Personalize , Amazon Simple Storage Service (Amazon S3) , Amazon Kinesis Data Streams , AWS Lambda , and Amazon API Gateway.

Personalization 115

Personalization APIs Accountability Engineering 115

Nexmo

OCTOBER 7, 2020

Vonage API Account. To complete this tutorial, you will need a Vonage API account. Once you have an account, you can find your API Key and API Secret at the top of the Vonage API Dashboard. React has its SyntheticEvent instance that is a wrapper around a browser’s native event.

APIs 118

APIs Scripts Accountability 118

AWS Machine Learning

MAY 15, 2024

The S3 bucket is configured using event notification. The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy.

Education 141

Education APIs Engineering Banking 141

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. val(option).text(option)); append(qualityCheck).append(qualityLabel));

APIs 98

APIs Feedback Telecommunications Management 98

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. If you don’t have an AWS account, see How do I create and activate a new Amazon Web Services account? Toggle Enable Events on.

APIs 104

APIs Engineering Accountability Big data 104

AWS Machine Learning

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. Although a single API call can address simple use cases, more complex ones may necessitate the use of multiple calls and integrations with other services.

APIs 93

APIs Technology Management Enterprise 93

AWS Machine Learning

FEBRUARY 7, 2024

Deploy the API to make predictions. Prerequisites The following are prerequisite steps for this solution: Sign up for an AWS account. Set up permissions that allows your AWS account to access Amazon Fraud Detector. Under Event type details , enter docfraud as the event type name and, optionally, enter a description of the event.

APIs 134

APIs Accountability Metrics Engineering 134

AWS Machine Learning

NOVEMBER 19, 2024

The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las Vegas is set to host this spectacular event. Learn how they created specialized agents for different tasks like account management, repos, pipeline management, and more to help their developers go faster.

APIs 101

APIs Enterprise Best practices Government 101