AWS Machine Learning

FEBRUARY 29, 2024

The endpoints like SageMaker API, SageMaker Studio, and SageMaker notebook facilitate secure and reliable communication between the platform account’s VPC and the SageMaker domain managed by AWS in the SageMaker service account. Notably, each SageMaker domain is provisioned through its individual SageMakerStudioStack.

APIs 131

APIs Transportation Construction Analytics 131

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 131

Chatbots APIs Engineering Automotive 131

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral 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.

Government 130

Government APIs Enterprise Best practices 130

AWS Machine Learning

MARCH 19, 2024

To enhance code generation accuracy, we propose dynamically constructing multi-shot prompts for NLQs. The dynamically constructed multi-shot prompt provides the most relevant context to the FM, and boosts the FM’s capability in advanced math calculation, time series data processing, and data acronym understanding.

Construction 137

Construction Scripts APIs Enterprise 137

AWS Machine Learning

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams.

APIs 128

APIs Analytics Chatbots Engineering 128

AWS Machine Learning

OCTOBER 3, 2024

When experimentation is complete, the resulting seed code is pushed to an AWS CodeCommit repository, initiating the CI/CD pipeline for the construction of a SageMaker pipeline. The final decision, along with the generated data, is consolidated and transmitted back to the claims management system as a REST API response.

APIs 95

APIs Construction Engineering Accountability 95

TechSee

JUNE 9, 2022

Contact center start-up, design, construction, and operation of existing contact centers based on our extensive experience in technical support. WebRTC (Web Real-Time Communication) is a mechanism that enables real-time communication via API to web browsers and mobile applications. According to Terilogy research.

Telecommunications 109

Telecommunications Construction Contact Center Technical Support 109

AWS Machine Learning

AUGUST 21, 2024

LMA for healthcare is an extended version of the Live Meeting Assistant solution that has been adapted to generate clinical notes automatically during virtual doctor-patient consultations. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services.

Healthcare 122

Healthcare Consulting Consulting APIs 122

AWS Machine Learning

JUNE 9, 2023

Basically, by using the API of this layer, you can focus on the model development without worrying about how to scale the model training. TB RAM) to construct the OAG graph. After constructing a graph, you can use gs_link_prediction to train a link prediction model on four g5.48xlarge instances.

Enterprise 104

Enterprise Construction Engineering Metrics 104

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. We will assign these to the appropriate class fields, and then we will also construct some configurations and streams for our audio. Prerequisites. Buy a Number and Create Application.

APIs 118

APIs Engineering voip Accountability 118

AWS Machine Learning

NOVEMBER 1, 2023

The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility. Supplementing our auditory data processing, the Whisper ASR is also furnished with a RESTful API, enabling streamlined voice-to-text conversions.

APIs 122

APIs Engineering Construction Scripts 122

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 127

Analytics APIs Engineering Construction 127

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 109

APIs Accountability Construction Management 109

AWS Machine Learning

JUNE 3, 2024

We walk you through constructing a scalable, serverless, end-to-end semantic search pipeline for surveillance footage with Amazon Kinesis Video Streams , Amazon Titan Multimodal Embeddings on Amazon Bedrock , and Amazon OpenSearch Service. It enables real-time video ingestion, storage, encoding, and streaming across devices.

APIs 122

APIs Accountability Entertainment Construction 122

AWS Machine Learning

DECEMBER 6, 2023

Amazon Bedrock is fully serverless with no underlying infrastructure to manage extending access to available models through a single API. In Q4’s solution, we use Amazon Bedrock as a serverless, API-based, multi-foundation model building block. LangChain supports Amazon Bedrock as a multi-foundation model API.

Chatbots 127

Chatbots APIs Engineering CRM 127

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 118

Scripts APIs Government Analytics 118

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 135

Healthcare APIs Scripts Metrics 135

AWS Machine Learning

MARCH 8, 2023

Electricity market bidding requires at least four types of input: Electricity demand forecasts Weather forecasts Market price history Power price forecasts These data sources are accessed exclusively through APIs. The data collection functions call their respective source API and retrieve data for the past hour.

Marketing 101

Marketing Analytics APIs Engineering 101

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 96

APIs Engineering Construction Benchmark 96

AWS Machine Learning

MAY 24, 2023

A key advantage of local LLM deployment lies in its ability to enhance data security without submitting data outside to third-party APIs. Vectorstores like Chroma are specially engineered to construct indexes for quick searches in high-dimensional spaces later on, making them perfectly suited for our objectives.

Banking 98

Banking APIs Engineering Accountability 98

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. Since numerous jobs are involved in this task, consulting a custom web development company allows you to be more innovative. Make A Plan.

Construction 62

Construction Engineering APIs Enterprise 62

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. Rijeesh Akkambeth Chathoth is a Professional Services Consultant at AWS. For more information, refer to Enabling custom logic with AWS Lambda functions.

Management 122

Management Construction APIs Chatbots 122

NobelBiz

APRIL 23, 2024

Call centers are equipped with tools that allow agents to quickly access a debtor’s full account information, ensuring that every interaction is informed and constructive. Seamlessly integrate proprietary or third-party CRM applications with our extensive APIs and data dictionary libraries.

Customer centricity 94

Customer centricity Contact Center Technology Telemarketing 94

AWS Machine Learning

SEPTEMBER 18, 2023

Arup is a global collective of designers, consultants, and experts dedicated to sustainable development. Data underpins Arup consultancy for clients with world-class collection and analysis providing insight to make an impact. This post is co-authored with Richard Alexander and Mark Hallows from Arup. C during peak conditions.

APIs 127

APIs Consulting Consulting Construction 127

Nexmo

JUNE 9, 2020

Vonage recently released Automatic Speech Recognition (ASR) as a new feature on the Voice API, which is a great reason to build an entertaining new voice application to leverage this new capability! In this tutorial we will be building utilizing the Microsoft Azure Speech Translation API. Vonage API Account. Prerequisites.

APIs 62

APIs Accountability Entertainment Construction 62

AWS Machine Learning

MARCH 20, 2025

By using Amazon Bedrock functions and Amazon Bedrock Knowledge Bases , the agent can connect with data sources like JIRA APIs for real-time project status tracking, retrieve customer information, update project tasks, and manage preferences. You are provided with an API endpoint.

APIs 118

APIs CRM Construction Accountability 118

AWS Machine Learning

MARCH 7, 2025

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 Engineering Government Analytics 105

AWS Machine Learning

FEBRUARY 20, 2025

Solution overview The following diagram showcases a high-level architectural data flow that highlights various AWS services used in constructing the solution. The Amazon Bedrock unified API and robust infrastructure provided the ideal platform to develop, test, and deploy LLM solutions at scale.

Customer Support 116

Customer Support APIs Engineering Feedback 116

AWS Machine Learning

JANUARY 13, 2025

The CIC program aims to foster innovation within the public sector by providing a collaborative environment where government entities can work closely with AWS consultants and university students to develop cutting-edge solutions using the latest cloud technologies. The following diagram illustrates the solution architecture.

Education 113

Education Metrics Construction APIs 113

AWS Machine Learning

NOVEMBER 27, 2024

This authentication layer connects users to backend services through GraphQL APIs, managed by AWS AppSync , allowing for real-time data synchronization and game state management. On the frontend, AWS Amplify hosts a responsive React TypeScript application while providing secure user authentication through Amazon Cognito using the Amplify SDK.

Engineering 126

Engineering Real estate APIs Construction 126

AWS Machine Learning

JANUARY 15, 2025

The synthetic data generation notebook also creates a JSON file , which describes the air traffic data and provides instructions for GraphStorms graph construction tool to follow. Using these artifacts, we can employ the graph construction tool to convert the air traffic graph data into a distributed DGL graph.

Transportation 104

Transportation Airlines Telecommunications Construction 104