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 108

APIs Construction Analytics Enterprise 108

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

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. Provide a clear and concise agent instruction.

APIs 126

APIs Chatbots Accountability Feedback 126

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 Contact Center 52

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 127

Scripts APIs Engineering Construction 127

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

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 116

Management APIs Chatbots Best practices 116

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

NOVEMBER 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, 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.

APIs 105

APIs Government Best practices Metrics 105

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 131

Enterprise APIs Advertising Technology 131

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 104

APIs Engineering Accountability Management 104

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 113

APIs Construction Best practices Technology 113

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 124

Engineering APIs Accountability Metrics 124

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 116

Advertising Accountability APIs Best practices 116

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

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

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 94

APIs Accountability Metrics Engineering 94

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 110

Construction APIs Metrics Accountability 110

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 111

APIs Scripts Engineering Accountability 111

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 120

Scripts Best practices Engineering Accountability 120

AWS Machine Learning

DECEMBER 18, 2024

Prerequisites Before proceeding, make sure that you have the necessary AWS account permissions and services enabled, along with access to a ServiceNow environment with the required privileges for configuration. AWS Have an AWS account with administrative access. For more information, see Setting up for Amazon Q Business. Choose Next.

APIs 60

APIs Enterprise Accountability Government 60

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 108

Enterprise Engineering Accountability APIs 108

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 113

APIs Accountability Engineering Construction 113

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 114

APIs Government Accountability Engineering 114

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 92

Best practices APIs Metrics Accountability 92

AWS Machine Learning

DECEMBER 10, 2024

Custom plugins These are created by administrators to interact with specific third-party services and the API endpoints. Create or edit an OpenAPI schema outlining the different API operations that you want to enable for your custom plugin. You can configure up to eight API operations per custom plugin.

Enterprise 89

Enterprise APIs CRM Engineering 89

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 101

APIs Scripts Engineering Accountability 101

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 116

Sales Accountability Feedback Metrics 116

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). For all other parameters, accept the defaults (see the implementation guide for parameter definitions), and launch the QnABot stack.

Chatbots 118

Chatbots APIs Self service Banking 118

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 117

APIs Technology Banking Customer centricity 117

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 73

APIs Government Accountability Scripts 73

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 78

Best practices Metrics APIs Accountability 78

Nexmo

JULY 18, 2019

Their mobile application and website are pretty good, but when I saw that YNAB had recently launched an API it made me think about other ways to access the data in my budget. You’ve been able to call your bank to check the balance on your account for years, but that’s not useful for me. project with express and express-ws.

APIs 73

APIs Accountability Banking Engineering 73

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 104

APIs Scripts Engineering Government 104

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. More details can be found in the notebook ).

APIs 88

APIs Best practices Construction Engineering 88

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 85

APIs CRM Management Accountability 85

AWS Machine Learning

JUNE 4, 2024

Prerequisites This solution requires the following prerequisites: An AWS account. If you don’t have an account, you can sign up for one. You then create the Terraform resource definition for aws_bedrock_custom_model , which creates a model customization job , and immediately returns. All data is encrypted in transit and at rest.

Scripts 126

Scripts Accountability Engineering Best practices 126