AWS Machine Learning

FEBRUARY 21, 2025

The solution uses the FMs tool use capabilities, accessed through the Amazon Bedrock Converse API. This enables the FMs to not just process text, but to actively engage with various external tools and APIs to perform complex document analysis tasks. For more details on how tool use works, refer to The complete tool use workflow.

APIs 87

APIs Healthcare Consulting Consulting 87

AWS Machine Learning

NOVEMBER 20, 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, Mistral AI, 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.

Construction 117

Construction APIs Metrics Accountability 117

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 106

APIs Chatbots Construction Engineering 106

AWS Machine Learning

MARCH 27, 2025

Designing the prompt Before starting any scaled use of generative AI, you should have the following in place: A clear definition of the problem you are trying to solve along with the end goal. Refer to Getting started with the API to set up your environment to make Amazon Bedrock requests through the AWS API. client = boto3.client("bedrock-runtime",

Education 91

Education Engineering APIs Enterprise 91

AWS Machine Learning

MARCH 18, 2025

Beyond Amazon Bedrock models, the service offers the flexible ApplyGuardrails API that enables you to assess text using your pre-configured guardrails without invoking FMs, allowing you to implement safety controls across generative AI applicationswhether running on Amazon Bedrock or on other systemsat both input and output levels.

Government 85

Government APIs Enterprise Technology 85

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

CCNG

MAY 30, 2024

Forecasting Core Features The Ability to Consume Historical Data Whether it’s from a copy/paste of a spreadsheet or an API connection, your WFM platform must have the ability to consume historical data. Scheduling Core Features Matching Schedules to Forecasted Volume The common definition of WFM is “right people, right place, right time”.

Abandon rate 195

Abandon rate CCNG Average Handle Time Contact Center 195

Nicereply

JUNE 24, 2021

It’s also possible to use the Nicereply API to build an entirely customized survey flow. CES is a somewhat unique metric because, to get the most out of it, both the distribution of scores and the average need to take to account. There are definitely Customer Effort Score detractors out there. Distribution, not just averages.

Customer effort 81

Customer effort Surveys Metrics Feedback 81

AWS Machine Learning

AUGUST 27, 2024

Moreover, this capability prioritizes the connected Amazon Bedrock API source/primary region when possible, helping to minimize latency and improve responsiveness. Compatibility with existing Amazon Bedrock API No additional routing or data transfer cost and you pay the same price per token for models as in your source/primary region.

APIs 141

APIs Engineering Best practices Management 141

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language. We do so using AWS SDK for Python (Boto3) CreateProcessingJob API calls.

Scripts 141

Scripts APIs Engineering Construction 141

AWS Machine Learning

FEBRUARY 19, 2025

Rather than using probabilistic approaches such as traditional machine learning (ML), Automated Reasoning tools rely on mathematical logic to definitively verify compliance with policies and provide certainty (under given assumptions) about what a system will or wont do. To request access to the preview today, contact your AWS account team.

APIs 80

APIs Banking Engineering Transportation 80

AWS Machine Learning

MAY 30, 2024

The solution is available on the GitHub repository and can be deployed to your AWS account using an AWS Cloud Development Kit (AWS CDK) package. The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. Detect text using the Amazon Rekognition text detection API.

Advertising 131

Advertising APIs Education Analytics 131

AWS Machine Learning

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. These approaches allow for the definition of more sophisticated logic and dynamic workflows, often called prompt flows.

Management 129

Management APIs Chatbots Best practices 129

AWS Machine Learning

MARCH 26, 2024

One area that holds significant potential for improvement is accounts payable. On a high level, the accounts payable process includes receiving and scanning invoices, extraction of the relevant data from scanned invoices, validation, approval, and archival. It is available both as a synchronous or asynchronous API.

APIs 118

APIs Construction Analytics Enterprise 118

Babelforce

JULY 1, 2021

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. Ok – so what’s “API integration”? API integration helps them to understand one another. .

APIs 52

APIs Call Center CRM Interactive Voice Response 52

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 114

APIs Engineering Advertising Accountability 114

AWS Machine Learning

MAY 1, 2024

For interacting with AWS services, the AWS Amplify JS library for React simplifies the authentication, security, and API requests. The backend uses several serverless and event-driven AWS services, including AWS Step Functions for low-code workflows, AWS AppSync for a GraphQL API, and Amazon Translate. 1 – Translating a document.

APIs 127

APIs Construction Best practices Technology 127

AWS Machine Learning

AUGUST 20, 2024

Configuring IP-restricted presigned URLs for SageMaker Ground Truth The new IP restriction feature for presigned URLs in SageMaker Ground Truth can be enabled through the SageMaker API or the AWS Command Line Interface (AWS CLI). You can also perform these operations through the SageMaker API using the AWS SDK.

APIs 112

APIs Engineering Accountability Management 112

ClientSuccess

FEBRUARY 8, 2021

Over the past few years, customer success teams have migrated off sales-focused CRM and project management platforms to solutions that are custom built from the ground-up for customer success teams to better manage customer accounts. What kinds of API integrations do you provide to seamlessly connect with our other vendors? Learn more.

APIs 98

APIs outsourcing CRM Accountability 98

AWS Machine Learning

JANUARY 24, 2024

Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API call. Cohere language models in Amazon Bedrock The Cohere Platform brings language models with state-of-the-art performance to enterprises and developers through a simple API call.

Enterprise 143

Enterprise APIs Advertising Technology 143

AWS Machine Learning

JANUARY 12, 2023

However, this can mean processing customer data in the form of personally identifiable information (PII) in relation to activities such as purchases, returns, use of flexible payment options, and account management. An additional bespoke PII type for customer account number was added through Amazon Comprehend, but has not been needed so far.

Engineering 128

Engineering APIs Accountability Metrics 128

AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM).

APIs 89

APIs Government Accountability Scripts 89

AWS Machine Learning

NOVEMBER 22, 2023

Amazon Bedrock is a fully managed service that offers an easy-to-use API for accessing foundation models for text, image, and embedding. Amazon Location offers an API for maps, places, and routing with data provided by trusted third parties such as Esri, HERE, Grab, and OpenStreetMap. Point function requires importing shapely library.

APIs 118

APIs Scripts Engineering Accountability 118

AWS Machine Learning

JUNE 24, 2022

We split the environment into multiple AWS accounts: Data lake – Stores all the ingested data from on premises (or other systems) to the cloud. The data is cataloged via the AWS Glue Data Catalog and shared with other users and accounts via AWS Lake Formation (the data governance layer).

Enterprise 118

Enterprise Engineering Accountability APIs 118

AWS Machine Learning

APRIL 18, 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 with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Scripts 129

Scripts Best practices Engineering Accountability 129

AWS Machine Learning

AUGUST 22, 2024

Because Amazon Bedrock can be accessed as an API, developers who don’t know Amazon SageMaker can implement an Amazon Bedrock application or fine-tune Amazon Bedrock by writing a regular Python program. If you’re new to AWS, you first need to create and set up an AWS account. Then you will set up SageMaker Studio in your AWS account.

APIs 125

APIs Accountability Engineering Construction 125

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. Extendibility – It can deploy to new Regions and accounts. SageMaker Model Monitor APIs offer data and model quality monitoring. ELC is a process optimization use case and is deployed to optimize workload accounts.

APIs 98

APIs Accountability Metrics Engineering 98

AWS Machine Learning

MARCH 12, 2024

The following are key concepts and prerequisites to use AWS Clean Rooms: Each party in the analysis (collaboration member) needs to have an AWS account. The collaboration creator uses the invitee’s AWS account ID as input to send invitations. Prerequisites To invite another person to a collaboration, you need their AWS account ID.

Advertising 127

Advertising Accountability APIs Best practices 127

Nexmo

DECEMBER 16, 2019

With the Nexmo Voice API , you can give your Internet-connected home devices a phone number and a voice. This application requires you to have the following: Nexmo Account. Sensibo API Account. You will need your API credentials from both Nexmo and Sensibo. API Credentials. Sensibo API Credentials.

APIs 83

APIs Accountability Construction Management 83

AWS Machine Learning

JULY 7, 2022

After you’ve initially configured the bot, you should test it internally and iterate on the bot definition. You can use APIs or AWS CloudFormation (see Creating Amazon Lex V2 resources with AWS CloudFormation ) to manage the bot programmatically. Amazon Lex offers this functionality via bot versioning.

Best practices 93

Best practices Metrics APIs Accountability 93

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. The Class definition should look like this: public class TranslationEngine : IDisposable. This method will be a GET request called when your Vonage API number receives a call.

APIs 118

APIs Engineering voip Accountability 118

AWS Machine Learning

SEPTEMBER 14, 2023

It’s essential to start with a clear problem definition, clean and relevant data, and gradually work through the different stages of model development. We will introduce a custom classifier training pipeline that can be deployed in your AWS account with few clicks. politics, sports) that a document belongs to.

APIs 121

APIs Government Accountability Engineering 121

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. None What is the balance for the account 1234?

Best practices 98

Best practices APIs Metrics Accountability 98

AWS Machine Learning

MAY 31, 2023

Triton with PyTorch backend The PyTorch backend is designed to run TorchScript models using the PyTorch C++ API. Prerequisites You first need an AWS account and an AWS Identity and Access Management (IAM) administrator user. For instructions on how to set up an AWS account, see How do I create and activate a new AWS account.

APIs 111

APIs Scripts Engineering Accountability 111

AWS Machine Learning

AUGUST 26, 2024

Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations). Personalized content will be generated at every step, and collaboration within account teams will be seamless with a complete, up-to-date view of the customer.

Sales 126

Sales Accountability Feedback Metrics 126

AWS Machine Learning

OCTOBER 26, 2023

Our AI-powered transaction pipeline automatically processes these videos and charges the customer’s account accordingly. Achieving this performance was easy with the built-in tools and APIs from the Neuron SDK. We used the torch.neuron.DataParallel() API. Preprocessed videos of these transactions are uploaded to the cloud.

APIs 124

APIs Technology Banking Customer centricity 124

AWS Machine Learning

SEPTEMBER 16, 2022

For this walkthrough, you should have the following prerequisites: An AWS account. A Zendesk API client with the unique identifier amazon_kendra is registered to create an OAuth token for accessing your Zendesk domain from Amazon Kendra for crawling and indexing. Optionally, configure a new AWS secret for Zendesk API access.

APIs 97

APIs CRM Accountability Management 97