AWS Machine Learning

APRIL 8, 2024

Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents. If you want to follow along in your own AWS account, download the file. Intelligent search for software developers – This allows developers to look for information of a specific release.

APIs 112

APIs Construction Chatbots Accountability 112

AWS Machine Learning

NOVEMBER 2, 2022

This solution uses Amazon Textract IDP CDK constructs to build the document processing workflow that handles Amazon Textract asynchronous invocation, raw response extraction, and persistence in Amazon Simple Storage Service (Amazon S3). This helps you avoid continuing costs in your account. Conclusion.

Construction 78

Construction APIs Government Enterprise 78

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 78

APIs Construction Accountability Best practices 78

AWS Machine Learning

APRIL 8, 2024

It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). As we demonstrate in this post, LlamaIndex APIs make data access effortless and enables you to create powerful custom LLM applications and workflows. Choose Deploy again to create the endpoint.

APIs 104

APIs Engineering Accountability Construction 104

Nexmo

OCTOBER 20, 2020

In this tutorial, we’re going to be using the Vonage Voice API to learn how to quickly snap the former (DTMF) into our ASP.NET core applications. Collecting DTMF from a user over a PSTN call will involve the following: Setting up a Vonage API Account if you don’t have one. A Vonage API account.

Interactive Voice Response 96

Interactive Voice Response APIs Construction Accountability 96

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 98

APIs Accountability Construction Management 98

AWS Machine Learning

AUGUST 11, 2022

For example, in some e-commerce platforms, account registration is wide open. Fraudsters can behave maliciously just once with an account and never use the same account again. Additionally, it’s challenging to construct a streaming data pipeline that can feed incoming events to a GNN real-time serving API.

Construction 90

Construction APIs Accountability Scripts 90

AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. In this post, we present a solution that D2L.ai

APIs 81

APIs Benchmark Best practices Engineering 81

AWS Machine Learning

DECEMBER 14, 2023

The evolution continued in April 2023 with the introduction of Amazon Bedrock , a fully managed service offering access to cutting-edge foundation models, including Stable Diffusion, through a convenient API. These models are easily accessible through straightforward API calls, allowing you to harness their power effortlessly.

Entertainment 101

Entertainment Construction APIs Engineering 101

Nexmo

AUGUST 10, 2020

You can build extremely powerful and flexible contact center solutions with the Vonage Voice API. With the Vonage Voice API and our.NET SDK , this is a snap to do in ASP.NET Core ! There are multiple ways to record phone calls with the Vonage Voice API. Vonage API Account. Select API. Setup the Nexmo CLI.

APIs 62

APIs Construction Accountability contact center solutions 62

Nexmo

AUGUST 6, 2020

You can build extremely powerful and flexible contact center solutions with the Vonage Voice API. With the Vonage Voice API and our.NET SDK , this is a snap to do in ASP.NET Core ! There are multiple ways to record phone calls with the Vonage Voice API. Vonage API Account. Select API. Setup the Nexmo CLI.

APIs 62

APIs Construction Accountability contact center solutions 62

AWS Machine Learning

APRIL 11, 2023

One important aspect of this foundation is to organize their AWS environment following a multi-account strategy. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs.

APIs 76

APIs Accountability Scripts Enterprise 76

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

AUGUST 30, 2023

Our latest QnABot releases, v5.4.0+, can now use an LLM to disambiguate customer questions by taking conversational context into account, dynamically generating answers from relevant FAQs or Amazon Kendra search results and document passages. For example, when asked “What is Amazon Lex?”, We expect to add more sample plugins over time.

Self service 110

Self service APIs Transportation Contact Center 110

AWS Machine Learning

SEPTEMBER 8, 2023

The implementation used in this post utilizes the Amazon Textract IDP CDK constructs – AWS Cloud Development Kit (CDK) components to define infrastructure for Intelligent Document Processing (IDP) workflows – which allow you to build use case specific customizable IDP workflows. The DocumentSplitter is implemented as an AWS Lambda function.

Construction 110

Construction Metrics Best practices APIs 110

Nexmo

AUGUST 7, 2020

In this tutorial, we’ll be exploring how to get off the ground playing audio into calls with Vonage’s Voice API and ASP.NET Core MVC. Vonage API Account. To complete this tutorial, you will need a Vonage API account. When you create your account, you are assigned a Vonage number. Prerequisites.

APIs 62

APIs Accountability Construction Interactive Voice Response 62

AWS Machine Learning

JANUARY 9, 2023

Amazon Kendra Intelligent Ranking application programming interface (API) – The functions from this API are used to perform tasks related to provisioning execution plans and semantic re-ranking of your search results. For this tutorial, you’ll need a bash terminal on Linux , Mac , or Windows Subsystem for Linux , and an AWS account.

Scripts 86

Scripts APIs Engineering Transportation 86

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 110

Engineering Accountability Construction APIs 110

SmartKarrot

JUNE 14, 2023

Promoting client adoption, re-engagement, and satisfaction for the designated book of accounts. Uphold constructive interactions with a variety of clientele. Showcase our solutions to customers, respond to their unique API questions, and (if necessary) refer them to our API tech specialist.

APIs 19

APIs Construction Upselling Accountability 19

AWS Machine Learning

NOVEMBER 6, 2023

Use the following code: from sagemaker.jumpstart.model import JumpStartModel my_model = JumpStartModel(model_id="huggingface-llm-falcon-7b-instruct-bf16") predictor = my_model.deploy() Query the endpoint and stream response Next, construct a payload to invoke your deployed endpoint with. payload = { "inputs": "How do I build a website?"

Construction 103

Construction APIs Engineering Accountability 103

AWS Machine Learning

MARCH 29, 2023

The Independent Evaluation Office (IEO) is a functionally independent office within the UNDP that supports the oversight and accountability functions of the Executive Board and management of the UNDP, UNCDF, and UNV. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing.

APIs 75

APIs Construction Metrics Technology 75

AWS Machine Learning

JULY 24, 2023

A recent initiative is to simplify the difficulty of constructing search expressions by autofilling patent search queries using state-of-the-art text generation models. In this section, we show how to build your own container, deploy your own GPT-2 model, and test with the SageMaker endpoint API. Specifically, Dockerfile and build.sh

APIs 72

APIs Engineering Construction Benchmark 72

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 102

Scripts APIs Government Analytics 102

AWS Machine Learning

FEBRUARY 29, 2024

You can also add data incrementally by importing records using the Amazon Personalize console or API. Prerequisites You should have the following prerequisites: An AWS account. After your historical data is imported, you can continue to provide new data in real time by sending user interaction events.

Personalization 96

Personalization Accountability Entertainment Construction 96

Nexmo

AUGUST 2, 2019

This tutorial shows you how to stream audio into a call using the Nexmo Voice API. To answer an incoming call, you must create a publicly-accessible webhook and configure your Nexmo account to use it. Once the call is underway, we’ll use the Nexmo REST API Client Library for Java to stream audio into it. Prerequisites.

APIs 63

APIs Construction Accountability Management 63

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 106

APIs Construction Transportation Analytics 106

AWS Machine Learning

AUGUST 30, 2023

Prerequisites To get started, you need an AWS account in which you can use SageMaker Studio. In order to run inference through SageMaker API, make sure to pass the Predictor class. Construct the inference request as a JSON payload and use it to query the endpoints for the pre-trained and fine-tuned models.

Healthcare 118

Healthcare APIs Scripts Metrics 118

JustCall

JANUARY 5, 2023

The platform assures that the Health Insurance Portability and Accountability Act (HIPAA), National Institute of Standards and Technology (NIST), and other state legislation are followed. Tethr provides an application programming interface (API) that allows businesses to integrate the platform with a variety of third-party solutions.

Analytics 52

Analytics Coaching Call Center APIs 52

AWS Machine Learning

FEBRUARY 13, 2023

In this post, we enable the provisioning of different components required for performing log analysis using Amazon SageMaker on AWS DeepRacer via AWS CDK constructs. Make sure you have the credentials and permissions to deploy the AWS CDK stack into your account. Navigate to the AWS Cloud9 console.

Scripts 80

Scripts Best practices Transportation Construction 80

AWS Machine Learning

APRIL 16, 2024

Similarly, you can use a Lambda function for fulfillment as well, for example writing data to databases or calling APIs save the collected information. Additionally, we explore topics such as version control, aliases, integrating AWS Lambda functions, creating conditional branches, and enabling logging.

Management 91

Management Construction APIs Chatbots 91

AWS Machine Learning

MAY 10, 2023

When they create a SageMaker training job, domain users can use TensorBoard using the SageMaker Python SDK or Boto3 API. Prerequisites To start using SageMaker with TensorBoard, you need to set up a SageMaker domain with an Amazon VPC under an AWS account. x_test / 255.0

Scripts 79

Scripts Metrics Construction APIs 79

AWS Machine Learning

MARCH 28, 2024

You can scrape the filings from EDGAR directly, or use APIs in Amazon SageMaker with a few lines of code, for any period of time and for a large number of tickers (i.e., The primary limitation of TACP lies in constructing task-specific LLMs instead of foundation LLMs, owing to the sole use of unlabeled task data for training.

Finance 103

Finance Metrics Banking Engineering 103

AWS Machine Learning

AUGUST 1, 2023

Furthermore, proprietary models typically come with user-friendly APIs and SDKs, streamlining the integration process with your existing systems and applications. It offers an easy-to-use API and Python SDK, balancing quality and affordability. Popular uses include generating marketing copy, powering chatbots, and text summarization.

Healthcare 80

Healthcare APIs Scripts Engineering 80

EPIC Connections

JULY 12, 2018

API coders no longer needed. API coders and long-term integration development plans may be sign of the past. These scenarios are possible because iPaaS can take those Alexa-like technologies and easily construct an automated process across all your customer service applications. So, what is iPaaS exactly?

Call Center 33

Call Center APIs Construction CRM 33

AWS Machine Learning

JANUARY 8, 2024

The second approach is a turnkey deployment of various infrastructure components using AWS Cloud Development Kit (AWS CDK) constructs. The AWS CDK construct provides a resilient and flexible framework to process your documents and build an end-to-end IDP pipeline. Now on to our second solution for documents at scale.

Scripts 92

Scripts Construction APIs Healthcare 92

AWS Machine Learning

OCTOBER 5, 2022

We also share the key technical challenges that were solved during construction of the Face-off Probability model. In this post, we focus on how the ML model for Face-off Probability was developed and the services used to put the model into production. How it works. We’re in the third period with 1:22 seconds left to play.

Calibration 97

Calibration Engineering Automotive Analytics 97

AWS Machine Learning

NOVEMBER 21, 2022

2xlarge instances, so you should raise a service limit increase request if your account requires increased limits for this type. This notebook demonstrates how to use the JumpStart API for text classification. max_jobs = 6 # Change parallel training jobs run by AMT to reduce total training time, constrained by your account limits. #

Scripts 78

Scripts Metrics APIs Healthcare 78