AWS Machine Learning

OCTOBER 29, 2024

To enable the video insights solution, the architecture uses a combination of AWS services, including the following: Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at scale.

Engineering 108

Engineering APIs Sales Enterprise 108

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 109

Enterprise APIs Government Accountability 109

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 123

APIs Banking Best practices Engineering 123

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 126

APIs Scripts Accountability Entertainment 126

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 104

APIs Chatbots Construction Engineering 104

kommunicate

MAY 22, 2022

.” Mark Zuckerberg, Conversations Keynote speech, 2022 Mark Zuckerberg was not making a statement into thin air when he said these words during Meta’s first-ever Conversation’s event. Meta just announced that the WhatsApp Cloud API and businesses across the world [.].

APIs 98

APIs 98

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 104

APIs Scripts Best practices Management 104

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 92

APIs Chatbots Enterprise Healthcare 92

AWS Machine Learning

DECEMBER 7, 2022

The solution uses the Amazon Rekognition APIs DetectFaces for face detection and CompareFaces for face comparison. We think of those APIs as stateless APIs because they don’t depend on an Amazon Rekognition face collection. Then we discuss how to scale the stateless APIs to overcome some Regional limitations.

APIs 84

APIs Enterprise 84

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 101

Chatbots Interactive Voice Response APIs Telecommunications 101

AWS Machine Learning

FEBRUARY 18, 2025

During these live events, F1 IT engineers must triage critical issues across its services, such as network degradation to one of its APIs. This impacts downstream services that consume data from the API, including products such as F1 TV, which offer live and on-demand coverage of every race as well as real-time telemetry.

APIs 70

APIs Engineering Metrics Big data 70

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 135

Personalization APIs Management Accountability 135

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 134

APIs Construction Engineering Enterprise 134

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 76

Entertainment APIs Technology Feedback 76

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 115

Engineering APIs Analytics Enterprise 115

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 88

Enterprise Engineering APIs Best practices 88

AWS Machine Learning

SEPTEMBER 6, 2022

Using software to detect a sound is called audio event detection , and it has a number of applications. In a healthcare environment, you can use audio event detection to passively listen for sounds from a patient that indicate an acute health problem. Using audio data with machine learning. About the authors.

Engineering 90

Engineering APIs Healthcare SaaS 90

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 80

APIs Scripts Metrics Surveys 80

AWS Machine Learning

MARCH 10, 2023

We show how you can apply this approach to various data streaming and event-driven architectures, depending on the desired outcome and actions to take to prevent fraud (such as alert the user about the fraud or flag the transaction for additional review). Call the Amazon Fraud Detector API using the GetEventPrediction action.

APIs 132

APIs Banking Accountability Analytics 132

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 80

APIs Enterprise Accountability Management 80

CCNG

JUNE 7, 2023

Initially Fred helps define how Chat GPT will be useful using API's along with Adam's caution of betting on operational efficiency and accuracy too quickly - “I thought the most fascinating part for me was some members shared they have used ChatGPT for 1 to 1 functions but none has started using it commercially.

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 142

SaaS APIs Government Accountability 142

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. The Web Component can also emit the phone number of a contact to the application as a custom event when clicked.

APIs 118

APIs Scripts Accountability 118

AWS Machine Learning

NOVEMBER 15, 2024

Analyst Notes Database Knowledge base containing reports from Analysts on their interpretation and analyis of economic events. Analyst Notes Database This is asking for interpretation of an event, I will look in Analyst Notes. Refer to this documentation for a detailed example of tool use with the Bedrock Converse API.

APIs 116

APIs Engineering Chatbots Construction 116

AWS Machine Learning

SEPTEMBER 18, 2024

Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. The user chooses Call API to invoke API Gateway to begin processing on the backend. The API invokes a Lambda function, which uses the Amazon Bedrock API to invoke the Stability AI SDXL 1.0

APIs 127

APIs Entertainment Best practices Advertising 127

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. EventBridge monitors status change events to automatically take actions with simple rules. API Gateway invokes a Lambda function to initiate model updates.

APIs 123

APIs Construction Engineering Analytics 123

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 106

Personalization APIs Accountability Engineering 106

AWS Machine Learning

FEBRUARY 28, 2025

You can integrate Smartsheet to Amazon Q Business through the AWS Management Console , AWS Command Line Interface (AWS CLI), or the CreateDataSource API. In Smartsheet Have access to the Smartsheet Event Reporting API. This streamlined process improves client retention, increases accuracy, and elevates overall service quality.

APIs 65

APIs Enterprise Accountability Management 65

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 84

APIs Technology Management Enterprise 84

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 134

Education APIs Engineering Banking 134

AWS Machine Learning

MAY 16, 2024

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. Real-time recommendation inference The inference phase consists of the following steps: The client application makes an inference request to the API gateway.

Personalization 117

Personalization APIs Scripts Technical Support 117

Concentrix

FEBRUARY 24, 2025

Google Cloud Next 2025 Powering a world that works Enabling AI capabilities securely with APIs and Google April 9-11, 2025 Mandalay Bay, Las Vegas, NV Schedule Overview AI Lunch and Learn April 9 11:30 am 1:30 pmBorder Grill Register Now Meet 1 on 1 with Concentrix Experts April 9 – 118 am 5 […]

APIs 62

APIs 62

AWS Machine Learning

AUGUST 26, 2024

The GenASL web app invokes the backend services by sending the S3 object key in the payload to an API hosted on Amazon API Gateway. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

APIs 118

APIs Calibration Best practices Metrics 118

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 90

Metrics Engineering APIs Benchmark 90

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. Toggle Enable Events on. The event subscription should get automatically verified. Choose Save Changes. The integration is now complete.

APIs 99

APIs Engineering Accountability Big data 99

AWS Machine Learning

NOVEMBER 21, 2024

Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. append(qualityLabel)); // Add event listeners for your new fields speakerDropdown.on('change', function() { r.speaker = $(this).val(); This is particularly useful for automation or when you need to create multiple jobs.

APIs 90

APIs Feedback Telecommunications Management 90