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 117

APIs Construction Transportation Analytics 117

AWS Machine Learning

OCTOBER 21, 2024

This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. Having a unified developer experience when accessing custom models or base models through Amazon Bedrock’s API. Ease of deployment through a fully managed, serverless, service. 2, 3, 3.1,

APIs 135

APIs Scripts Finance Real estate 135

AWS Machine Learning

SEPTEMBER 12, 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 unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 123

Healthcare APIs Accountability Enterprise 123

AWS Machine Learning

NOVEMBER 1, 2024

Dru on the backend decodes log data, deciphers error codes, and invokes API calls to troubleshoot. This approach allowed us to break the problem down into multiple steps: Identify the API route. Generate and invoke private API calls. Having similar names and synonyms in API routes make this retrieval problem more complex.

APIs 103

APIs Scripts Engineering Government 103

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. Prerequisites. Create a Rails Application.

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. Prerequisites. Create a Rails Application.

APIs 81

APIs Accountability 81

AWS Machine Learning

NOVEMBER 7, 2024

The recorded version of the demo is available here: Prerequisites This notebook is designed to run on AWS, leveraging Amazon Bedrock for both the LLM and Stability AI model access. Use the us-west-2 Region to run this demo. Setting up the demo We will be using the Stable Image Ultra for the purposes of this demo.

Advertising 119

Advertising Entertainment Marketing APIs 119

AWS Machine Learning

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. You can upload them directly using the console, API, or as part of your regular business process. You can chat with your document either on the Amazon Bedrock console or by using the Amazon Bedrock RetrieveAndGenerate API (SDK).

APIs 98

APIs Scripts Enterprise SaaS 98

Nexmo

JUNE 13, 2019

So, in this walkthrough, we are going to recreate the game of telephone utilizing Ruby on Rails, the Nexmo Voice API, and Google Cloud Platform Speech to Text and Translate APIs. Nexmo Account. Google Cloud Platform Account. Setting Up a Nexmo Account. Setting Up a Google Cloud Platform Account.

APIs 73

APIs Accountability Entertainment Personalization 73

Nexmo

JUNE 13, 2019

So, in this walkthrough, we are going to recreate the game of telephone utilizing Ruby on Rails, the Nexmo Voice API, and Google Cloud Platform Speech to Text and Translate APIs. Nexmo Account. Google Cloud Platform Account. Setting Up a Nexmo Account. Setting Up a Google Cloud Platform Account.

APIs 73

APIs Accountability Entertainment Personalization 73

AWS Machine Learning

SEPTEMBER 25, 2024

Built on AWS technologies like AWS Lambda , Amazon API Gateway , and Amazon DynamoDB , this tool automates the creation of customizable templates and supports both text and image inputs. This sends the API request to Amazon Bedrock, which is hosting the Anthropic’s Claude 3 Sonnet language model.

APIs 88

APIs Wireless Accountability Technology 88

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. Having the right setup in place is the first step towards a seamless deployment of the demos. Python 3.6

Enterprise 113

Enterprise APIs Engineering Accountability 113

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 125

APIs Enterprise Accountability Feedback 125

AWS Machine Learning

NOVEMBER 6, 2023

Solution overview When starting with a new use case, you can evaluate how Textract Queries performs on your documents by navigating to the Textract console and using the Analyze Document Demo or Bulk Document Uploader. Adapters can be created via the console or programmatically via the API. What is the account#?

APIs 120

APIs Best practices Banking Accountability 120

AWS Machine Learning

JANUARY 25, 2024

Check out the following demo—seeing is believing! In the demo, our Amazon Q business expert application is populated with some Wikipedia pages. In this post, we walk you through the process to deploy Amazon Q business expert in your AWS account and add it to Microsoft Teams. For Who can use this application or access this API?

Accountability 131

Accountability APIs Management Engineering 131

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 123

Real estate APIs Metrics Construction 123

AWS Machine Learning

JULY 11, 2024

The workflow invokes the Amazon Bedrock CreateModelCustomizationJob API synchronously to fine tune the base model with the training data from the S3 bucket and the passed-in hyperparameters. Prerequisites Create an AWS account if you do not already have one. A notification email is sent with the outcome. to create the container image.

APIs 120

APIs Accountability Enterprise Best practices 120

AWS Machine Learning

NOVEMBER 6, 2024

Solution overview For this solution, you deploy a demo application that provides a clean and intuitive UI for interacting with a generative AI model, as illustrated in the following screenshot. This deployment is intended as a starting point and a demo. The full code of the demo is available in the GitHub repository.

Construction 115

Construction APIs Big data Best practices 115

AWS Machine Learning

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce. For this post, we use the Anthropic Claude 3 Sonnet model.

APIs 114

APIs Accountability CRM Engineering 114

AWS Machine Learning

SEPTEMBER 26, 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.

APIs 100

APIs Chatbots Engineering Accountability 100

AWS Machine Learning

MARCH 1, 2024

Lambda receives the iterative transcripts from EventBridge, determines when a conversation is complete, and invokes the Transcript API within Genesys Cloud and drops the full transcript in an S3 bucket. For more information on setting up your account, refer to the Genesys documentation. Save your configuration. Choose Save.

Chatbots 113

Chatbots APIs Self service Contact Center 113

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo.

APIs 106

APIs Engineering Advertising Accountability 106

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 105

APIs Accountability Construction Management 105

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 123

APIs Advertising Enterprise Technology 123

Nexmo

NOVEMBER 10, 2020

Luckily for us, Vonage has a fantastic API for tracking phone calls ! We’ll use the Vonage API and build a.NET Core application that stores and displays this information by using event sourcing. Vonage API Account. To complete this tutorial, you will need a Vonage API account. Prerequisites. and Superuser.

APIs 139

APIs Accountability 139

AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. Integrating model information and then sharing it across different stages became increasingly difficult.

Government 95

Government Engineering Metrics APIs 95

AWS Machine Learning

APRIL 18, 2024

Check out the following demo to see how it works. It’s straightforward to deploy in your AWS account. Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application.

APIs 124

APIs Accountability Analytics Entertainment 124

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 125

Best practices APIs Accountability Personalization 125

AWS Machine Learning

JUNE 8, 2022

Amazon API Gateway. The Uneeq digital human interfaces with a simple REST API, configured with Lambda proxy integration that in turn interacts with a deployed Amazon Lex bot. Deploy the integration, which is a simple API Gateway REST API and Lambda function using AWS Serverless Application Model (AWS SAM). AWS Lambda.

APIs 92

APIs Telecommunications Chatbots Accountability 92

AWS Machine Learning

JUNE 29, 2023

Automatically deriving context is achieved through Amazon CloudFront headers that are included in requests such as a REST API in Amazon API Gateway that calls an AWS Lambda function to retrieve recommendations. Refer to the full code example available at our GitHub repository.

Personalization 70

Personalization APIs Enterprise Engineering 70

AWS Machine Learning

MAY 15, 2023

Unlike the existing Amazon Textract console demos, which impose artificial limits on the number of documents, document size, and maximum allowed number of pages, the Bulk Document Uploader supports processing up to 150 documents per request and has the same document size and page limits as the Amazon Textract APIs.

APIs 83

APIs Construction Accountability Best practices 83

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. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details.

APIs 134

APIs Scripts Enterprise Management 134

AWS Machine Learning

SEPTEMBER 1, 2023

We use Streamlit for the sample demo application UI. Solution overview To get responses streamed back from SageMaker, you can use our new InvokeEndpointWithResponseStream API. To take advantage of the new streaming API, you need to make sure the model container returns the streamed response as chunked encoded data.

APIs 107

APIs Chatbots Engineering Best practices 107

Nexmo

JULY 4, 2019

You can build your own IVR using Ruby on Rails and the Nexmo Voice API. You will need the following to follow along in this tutorial: A Nexmo account. You can do so on your command line with the following: $ rails new nexmo-rails-ivr-demo --skip-activerecord. Ruby on Rails. Getting Started. Create a Rails Application.

Interactive Voice Response 84

Interactive Voice Response APIs Accountability 84

Nexmo

JULY 4, 2019

You can build your own IVR using Ruby on Rails and the Nexmo Voice API. You will need the following to follow along in this tutorial: A Nexmo account. You can do so on your command line with the following: $ rails new nexmo-rails-ivr-demo --skip-activerecord. Ruby on Rails. Getting Started. Create a Rails Application.

Interactive Voice Response 84

Interactive Voice Response APIs Accountability 84

AWS Machine Learning

APRIL 30, 2024

Amazon Q Business makes sure that access control lists (ACLs) for enterprise documents being indexed are matched to the user identities provided by IAM Identity Center, and that these ACLs are honored every time the application calls Amazon Q Business APIs to respond to user queries. After validation, a chat session is started with the user.

Enterprise 120

Enterprise Accountability APIs Management 120

Nexmo

JUNE 17, 2019

You can create your own voicemail application powered by the Nexmo Voice API and Ruby on Rails. A Nexmo Account. Set Up a Nexmo account. From your command line execute the following: $ rails new nexmo-rails-voicemail-demo --database=postgresql. We are now ready to move on to the next step and set up our Nexmo account.

APIs 81

APIs Accountability Management 81