AWS Machine Learning

SEPTEMBER 6, 2023

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions.

Enterprise 102

Enterprise APIs Real estate Construction 102

AWS Machine Learning

NOVEMBER 6, 2023

You can use the adapter for inference by passing the adapter identifier as an additional parameter to the Analyze Document Queries API request. Adapters can be created via the console or programmatically via the API. The API request is similar to the Amazon Textract Queries API request, with the addition of the AdaptersConfig object.

APIs 108

APIs Best practices Banking Accountability 108

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). All the extracted data is returned with bounding box coordinates.

Construction 78

Construction APIs Government Enterprise 78

AWS Machine Learning

NOVEMBER 3, 2022

With the Amazon Textract AnalyzeDocument API, we can speed up the extraction process with higher accuracy to extract text from documents in order to understand further insights within the claim form. For identity documents like an insurance ID, which can have different layouts, we can use the Amazon Textract AnalyzeDocument API.

APIs 89

APIs Construction Analytics Technology 89

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. Intelligent search for software developers – This allows developers to look for information of a specific release.

APIs 111

APIs Construction Chatbots Accountability 111

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

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. Write some C# code.

Interactive Voice Response 96

Interactive Voice Response APIs Construction Accountability 96

AWS Machine Learning

AUGUST 11, 2022

Additionally, it’s challenging to construct a streaming data pipeline that can feed incoming events to a GNN real-time serving API. It starts from a RESTful API that queries the graph database in Neptune to extract the subgraph related to an incoming transaction. FD_SL_Process_IEEE-CIS_Dataset.ipynb. next(dataProcessTask).next(hyperParaTask).next(trainingJobTask).next(runLoadGraphDataTask).next(modelRepackagingTask).next(createModelTask).next(createEndpointConfigTask).next(c

Construction 90

Construction APIs Accountability Scripts 90

Inbenta

APRIL 29, 2020

This short timeframe is made possible by: An API with a multitude of proven functionalities; A proprietary and patented NLP technology developed and perfected over the course of 15 years by our in-house Engineers and Linguists; A well-established development process. Lack of recommendations on poorly constructed decision trees.

Chatbots 140

Chatbots APIs Construction Best practices 140

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

AWS Machine Learning

JUNE 21, 2024

The application’s frontend is accessible through Amazon API Gateway , using both edge and private gateways. When a SageMaker endpoint is constructed, an S3 URI to the bucket containing the model artifact and Docker image is shared using Amazon ECR. The following diagram visualizes the architecture diagram and workflow.

Engineering 103

Engineering Construction APIs Benchmark 103

AWS Machine Learning

MAY 23, 2023

The web application interacts with the models via Amazon API Gateway and AWS Lambda functions as shown in the following diagram. API Gateway provides the web application and other clients a standard RESTful interface, while shielding the Lambda functions that interface with the model. Clone and set up the AWS CDK application.

APIs 98

APIs Accountability Construction Management 98

AWS Machine Learning

JULY 25, 2024

If it detects error messages specifically related to the Neuron device (which is the Trainium or AWS Inferentia chip), it will change NodeCondition to NeuronHasError on the Kubernetes API server. To create the policy, aws cli can be used as shown below where npd-policy-trimmed.json is the policy json constructed from the template above.

Construction 61

Construction Metrics Scripts Engineering 61

AWS Machine Learning

AUGUST 30, 2023

It also provides attribution and transparency by displaying links to the reference documents and context passages that were used by the LLM to construct the answers. Generated answers can include links to the reference documents and context passages used, to provide attribution and transparency on how the LLM constructed the answers.

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

OctopusTech

AUGUST 18, 2023

Every undertaking, whether constructing a developing app or website, requires thorough planning. Developers may construct efficient web designs using front-end coding and front-end languages. Enhances Web Security Your website will be more secure if you use a website construction platform. Make A Plan.

Construction 62

Construction Engineering APIs Enterprise 62

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

Nexmo

DECEMBER 16, 2019

With the Nexmo Voice API , you can give your Internet-connected home devices a phone number and a voice. Sensibo API Account. You will need your API credentials from both Nexmo and Sensibo. API Credentials. Sensibo API Credentials. In addition to your Sensibo API key, you also need the name of your Sensibo device.

APIs 83

APIs Accountability Construction Management 83

JivoChat

JUNE 20, 2022

You will learn the best practices and coding conventions for writing Java code, and how to program using Java 8 constructs like Lambdas and Streams. Data and time API. Rest API Testing (Automation) from Scratch-Rest Assured Java. Main topics: Rest API basics and terminology. API testing using Postman. Input-output.

APIs 75

APIs Benchmark Best practices Construction 75

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. A Vonage Application is a construct that enables us to link route our numbers and webhooks easily.

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. To make this easy, we’ve defined two small scripts to construct our query DSL and send it to OpenSearch.

Scripts 86

Scripts APIs Engineering Transportation 86

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 106

APIs Engineering Accountability Construction 106

AWS Machine Learning

OCTOBER 2, 2023

With this format, we can easily query the feature store and work with familiar tools like Pandas to construct a dataset to be used for training later. For this we use AWS Step Functions , a serverless workflow service that provides us with API integrations to quickly orchestrate and visualize the steps in our workflow.

Scripts 99

Scripts Construction Engineering APIs 99

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

Cincom

MAY 8, 2024

Integration with Existing Systems: APIs facilitate data sharing between CPQ and other core platforms like CRM, ERP, accounting, e-commerce, and more. Workflow automation manages optimal deal construction, including automated approvals, version histories, and progress tracking to ensure smooth transitions through each milestone.

Enterprise 52

Enterprise Sales CRM Upselling 52

AWS Machine Learning

MARCH 29, 2023

This solution uses the asynchronous StartDocumentTextDetection API to build the document processing workflow that handles Amazon Textract asynchronous invocation, raw response extraction, and persistence in Amazon Simple Storage Service (Amazon S3). Amazon Textract is used to extract data from PDF documents.

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

SmartKarrot

JUNE 14, 2023

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. Architect customer recommendations in collaboration with customer success architects.

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

FEBRUARY 14, 2023

The use of the AWS Lambda function will provide you with fine-grained control of the Amazon Kendra API calls. Query Amazon Kendra index from AWS Lambda Now that you’ve managed to extract all the relevant information from the input event object, you need to construct an Amazon Kendra query within the Lambda.

Chatbots 86

Chatbots APIs Construction Education 86

Nexmo

AUGUST 2, 2019

This tutorial shows you how to stream audio into a call using the Nexmo Voice API. Once the call is underway, we’ll use the Nexmo REST API Client Library for Java to stream audio into it. You must make your webhook accessible to Nexmo’s APIs. Generating a Voice API Application. Prerequisites.

APIs 63

APIs Construction Accountability Management 63

AWS Machine Learning

AUGUST 30, 2023

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. Deploy the pre-trained model by creating an HTTPS endpoint with the model object’s pre-built deploy() method.

Healthcare 118

Healthcare APIs Metrics Scripts 118

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs 76

APIs Accountability Scripts Enterprise 76

AWS Machine Learning

DECEMBER 19, 2022

We walk through an end-to-end example, from loading the Faster R-CNN object detection model weights, to saving them to an Amazon Simple Storage Service (Amazon S3) bucket, and to writing an entrypoint file and understanding the key parameters in the PyTorchModel API. Then we will construct an inference.py About the Authors.

Automotive 82

Automotive APIs Engineering Scripts 82

AWS Machine Learning

JUNE 6, 2024

Solution overview We’ve prepared a notebook that constructs and runs a RAG question answering system using Jina Embeddings and the Mixtral 8x7B LLM in SageMaker JumpStart. AWS Marketplace includes thousands of software listings and simplifies software licensing and procurement with flexible pricing options and multiple deployment methods.

Benchmark 96

Benchmark Enterprise Construction APIs 96