AWS Machine Learning

JUNE 19, 2023

With SSO mode, you set up an SSO user and group in IAM Identity Center and then grant access to either the SSO group or user from the Studio console. For instance, administrators may want to set up IAM permissions for a Studio SSO user based on their Active Directory (AD) group membership.

APIs 79

APIs Accountability Construction Enterprise 79

AWS Machine Learning

OCTOBER 31, 2024

The custom Google Chat app, configured for HTTP integration, sends an HTTP request to an API Gateway endpoint. Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. The following figure illustrates the high-level design of the solution.

APIs 118

APIs Scripts Accountability Construction 118

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. Some components are categorized in groups based on the type of functionality they exhibit. The component groups are as follows. API Gateway is serverless and hence automatically scales with traffic.

Enterprise 106

Enterprise APIs Government Accountability 106

AWS Machine Learning

NOVEMBER 1, 2024

Users can manage and use application inference profiles using Bedrock APIs or the boto3 SDK: CreateInferenceProfile : Initiates a new inference profile, allowing users to configure the parameters for the profile. ConverseStream API : Similar to the Converse API but supports streaming responses for real-time interactions.

APIs 129

APIs Management Accountability Metrics 129

CSM Magazine

DECEMBER 12, 2023

Sabio Group, the global digital experience transformation services specialist, has successfully migrated more than 4,600 contact centre agents across four entities for a major utilities company in France – two months ahead of schedule. Additional custom APIs enabled tighter integration with ENGIE’s other applications.

Abandon rate 52

Abandon rate Interactive Voice Response APIs Self service 52

AWS Machine Learning

APRIL 11, 2023

Enterprise customers have multiple lines of businesses (LOBs) and groups and teams within them. The workflow steps are as follows: The user authenticates with the Amazon Cognito user pool and receives a token to consume the Studio access API. The user calls the API to access Studio and includes the token in the request.

APIs 77

APIs Accountability Scripts Enterprise 77

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. For example, “Show me my backup failures for the past 72 hours, grouped by server.”

APIs 103

APIs Scripts Engineering Government 103

AWS Machine Learning

JULY 30, 2024

Amazon Q Business uses AWS IAM Identity Center to record the workforce users you assign access to and their attributes, such as group associations. Because Identity Center serves as their common reference of your users and groups, these AWS applications can give your users a consistent experience as they navigate AWS.

APIs 112

APIs Enterprise Accountability Management 112

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. The MLE is notified to set up a model group for new model development.

Government 84

Government Management APIs Accountability 84

AWS Machine Learning

OCTOBER 11, 2024

These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs. Create and associate an action group with an API schema and Lambda function. Delete the action group. Delete the alias.

APIs 130

APIs Chatbots Accountability Feedback 130

AWS Machine Learning

NOVEMBER 1, 2024

Google Workspace users and groups are mapped to the _user_id and _group_ids fields associated with the Amazon Q Business application in AWS IAM Identity Center. These user and group associations are persisted in the user store associated with the Amazon Q Business index created for crawled Google Drive documents.

Enterprise 109

Enterprise APIs Accountability Management 109

AWS Machine Learning

OCTOBER 30, 2023

It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. Customers are building innovative generative AI applications using Amazon Bedrock APIs using their own proprietary data.

APIs 137

APIs Big data Accountability Enterprise 137

AWS Machine Learning

OCTOBER 30, 2024

Enabling Global Resiliency for an Amazon Lex bot is straightforward using the AWS Management Console , AWS Command Line Interface (AWS CLI), or APIs. In this section, we associate a Lambda function and CloudWatch group for the BookHotel bot in the source Region ( us-east-1 ) and validate its association in the replica Region ( us-west-2 ).

Chatbots 96

Chatbots APIs Interactive Voice Response Telecommunications 96

AWS Machine Learning

AUGUST 22, 2024

Although it’s recommended to have an IAM Identity Center instance configured (with users federated and groups added) before you start, you can also choose to create and configure an IAM Identity Center instance for your Amazon Q Business application using the Amazon Q console. Similarly for pages and blogs, you use the restrictions page.

APIs 100

APIs Enterprise Accountability Management 100

AWS Machine Learning

JULY 29, 2024

You can authenticate Amazon Q Business to Jira using basic authentication with a Jira ID and Jira API token. To authenticate using basic authentication, you create a secret using AWS Secrets Manager with your Jira ID and Jira API token. See Manage API tokens for your Atlassian account for instructions to create an API token.

Customer Support 118

Customer Support APIs Management Enterprise 118

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 134

APIs Scripts Enterprise Management 134

Babelforce

JULY 1, 2021

Each of these performs a task (or small group of tasks) perfectly well. Luckily there is an easy way to make this happen: API integration. What is an API? An API (Application Programming Interface) is a kind of universal translator for software. So the API sits between them and translates. . … and a dozen others.

APIs 52

APIs Call Center CRM Contact Center 52

AWS Machine Learning

NOVEMBER 19, 2024

We showcase a variety of tools including database retrieval with Text2SQL, statistical models and visual charts with scientific libraries, biomedical literature search with public APIs and internal evidence, and medical image processing with Amazon SageMaker jobs. The action group contains OpenAPI schema for these actions.

APIs 53

APIs Healthcare Engineering Banking 53

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 124

APIs Best practices Entertainment Advertising 124

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 120

Chatbots APIs Engineering Automotive 120

AWS Machine Learning

NOVEMBER 14, 2024

Amazon SageMaker Feature Store – Amazon SageMaker Feature Store allows you to tag your feature groups and search for feature groups using tags. You can add tags when creating a new feature group or edit the tags of an existing feature group. Use AWS Resource Groups to find noncompliant tags on account resources.

Government 91

Government Best practices Accountability APIs 91

Babelforce

APRIL 16, 2020

An API is an ‘Application Programming Interface’. APIs are the foundation for your business processes in more ways than you could possibly guess. So let’s take this simple concept and ask: how are APIs enhancing contact center services? So let’s take this simple concept and ask: how are APIs enhancing contact center services?

APIs 52

APIs Contact Center CRM Telecommunications 52

Babelforce

APRIL 16, 2020

An API is an ‘Application Programming Interface’. APIs are the foundation for your business processes in more ways than you could possibly guess. So let’s take this simple concept and ask: how are APIs enhancing contact center services? So let’s take this simple concept and ask: how are APIs enhancing contact center services?

APIs 52

APIs Contact Center CRM Telecommunications 52

Babelforce

APRIL 16, 2020

An API is an ‘Application Programming Interface’. APIs are the foundation for your business processes in more ways than you could possibly guess. So let’s take this simple concept and ask: how are APIs enhancing contact center services? So let’s take this simple concept and ask: how are APIs enhancing contact center services?

APIs 52

APIs Contact Center CRM Telecommunications 52

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 137

SaaS APIs Government Accountability 137

AWS Machine Learning

NOVEMBER 11, 2024

The information includes the user email address and the group name for the local group or federated group. When user submits a query to the Amazon Q application, Amazon Q retrieves the user and group information and provides answers based on documents that the user has access to.

APIs 99

APIs Accountability Automotive Enterprise 99

AWS Machine Learning

NOVEMBER 17, 2023

The action is an API that the model can invoke from an allowed set of APIs. Action groups are tasks that the agent can perform autonomously. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. A set of actions comprise an action group.

APIs 104

APIs Customer Service Construction Analytics 104

AWS Machine Learning

JULY 11, 2024

Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. On receiving confirmation from the user, the agent passes this information to the second action group to generate IaC. Take approval from user.

Scripts 125

Scripts APIs Engineering industry standards 125

AWS Machine Learning

AUGUST 22, 2024

You can use federated groups to define access control, and a user is charged only one time for their highest tier of Amazon Q Business subscription. The client application makes an AssumeRoleWithWebIdentity (OIDC mode) or AssumeRoleWithSAML (SAML mode) API call to AWS Security Token Service (AWS STS) to acquire AWS Sig V4 credentials.

Enterprise 118

Enterprise APIs Accountability Management 118

CSM Magazine

APRIL 7, 2022

Sabio Group, the digital customer experience (CX) transformation specialist, is launching a new AI-powered platform aimed at simplifying the management of customer interactions across multiple channels. “That’s where Sabio Console flourishes and has been designed with flexibility and scale in mind. ” About Sabio.

Customer Experience 52

Customer Experience Transportation Virtual Agent APIs 52

AWS Machine Learning

OCTOBER 24, 2024

These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs. Create and associate an action group with an API schema and a Lambda function. Delete the action group.

APIs 90

APIs Best practices Construction Engineering 90

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 115

APIs Calibration Best practices Healthcare 115

AWS Machine Learning

SEPTEMBER 23, 2024

With the rise of powerful foundation models (FMs) powered by services such as Amazon Bedrock and Amazon SageMaker JumpStart , enterprises want to exercise granular control over which users and groups can access and use these models. This is crucial for compliance, security, and governance.

Government 107

Government Enterprise APIs Accountability 107

AWS Machine Learning

FEBRUARY 29, 2024

The AI platform managed service, built on SageMaker Studio, seamlessly aligns with Deutsche Bahn’s group-wide platform strategy. During this orchestration flow, an Azure Active Directory (AD) group for the data analytics team is provisioned with the AD group name corresponding to the domain name.

APIs 117

APIs Construction Transportation Analytics 117

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 112

Personalization APIs Scripts Technical Support 112

AWS Machine Learning

OCTOBER 15, 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 you need to build generative AI applications with security, privacy, and responsible AI.

APIs 89

APIs Engineering Accountability CRM 89

AWS Machine Learning

OCTOBER 21, 2024

The agent can use company APIs and external knowledge through Retrieval Augmented Generation (RAG). When creating agents that use action groups , you can specify your function definitions as a JSON object to the agent or provide an API schema in the OpenAPI schema format.

Best practices 85

Best practices APIs Entertainment Construction 85