AWS Machine Learning

JULY 3, 2024

Today, LLMs are being used in real settings by companies, including the heavily-regulated healthcare and life sciences industry (HCLS). The main goal of the marketing content is to raise awareness about certain health conditions and disseminate knowledge of possible therapies among patients and healthcare providers.

Healthcare 135

Healthcare APIs Finance Feedback 135

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 139

APIs Healthcare Scripts Enterprise 139

AWS Machine Learning

JULY 2, 2024

With metadata filters on work groups and a privilege level (for example Limited , Standard , or Admin ) derived from their SSO authentication, you can enforce data security while personalizing the chat experience to streamline a user’s work and collaboration with others.

Healthcare 135

Healthcare APIs Government Accountability 135

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 122

Enterprise APIs Government Accountability 122

AWS Machine Learning

AUGUST 26, 2024

The workflow includes the following steps: An Amazon Elastic Compute Cloud (Amazon EC2) instance initiates a batch process to create ASL avatars from a video dataset consisting of over 8,000 poses using RTMPose, a real-time multi-person pose estimation toolkit based on MMPose.

APIs 129

APIs Calibration Best practices Healthcare 129

AWS Machine Learning

SEPTEMBER 14, 2023

Despite using Amazon Comprehend to filter out personal data that may be provided through user queries, there remains a possibility of unintentionally surfacing personal or sensitive information, depending on the ingested data. Identifying users and their actions allows the solution to maintain traceability.

APIs 130

APIs Healthcare Scripts Engineering 130

CafeX

FEBRUARY 24, 2023

In this case study Key lessons from deploying CafeX at the Healthcare Solution Provider 1. Overview A major Healthcare Solution Provider delivers solutions to over three million providers across the entire United States. The Healthcare Solution Provider reduced call handle time by 35%.

Healthcare 62

Healthcare Management APIs Personalization 62

VirtualPBX

NOVEMBER 8, 2023

Whether it’s a flooring manufacturer, a financial services firm, or a digital healthcare solutions company, a reliable and feature-rich communication system is vital to streamline operations and boost customer satisfaction. We liked the personalized training that came with it. The solution? VirtualPBX.

Healthcare 98

Healthcare APIs Customer centricity Accountability 98

AWS Machine Learning

MAY 31, 2024

They facilitate the discovery of novel gene functions, the identification of disease-causing mutations, and the development of personalized treatment strategies, ultimately driving innovation and advancement in genomics-driven fields. Lastly the model is tested against a set of known genome sequences using some inference API calls.

Biotechnology 120

Biotechnology Scripts Healthcare APIs 120

AWS Machine Learning

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. In addition, API Registries enabled centralized governance, control, and discoverability of APIs.

APIs 128

APIs Government Enterprise Engineering 128

AWS Machine Learning

MAY 31, 2024

The General Data Protection Regulation (GDPR) right to be forgotten, also known as the right to erasure, gives individuals the right to request the deletion of their personally identifiable information (PII) data held by organizations. Processor – The entity that processes the data on the instructions of the controller (for example, AWS).

Best practices 136

Best practices APIs Accountability Personalization 136

AWS Machine Learning

JUNE 18, 2024

The code below uses the amazon-textract-caller library as a wrapper for the Textract API calls. For example, a queried entity is “AWS revenue” and generic entities contain “quantity” , “location” , “person” , and so on. First, we extract context from the entire document using Amazon Textract.

APIs 133

APIs Healthcare Personalization Management 133

AWS Machine Learning

NOVEMBER 15, 2022

At AWS, we have been investing in healthcare since Day 1 with customers including Moderna, Rush University Medical Center, and the NHS who have built breakthrough innovations in the cloud. At Radboud University Medical Center, our mission is to be a pioneer in shaping a more person-centered, innovative future of healthcare.

Analytics 95

Analytics Healthcare Engineering Enterprise 95

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. Additionally, enterprises must ensure data security when handling proprietary and sensitive data, such as personal data or intellectual property. It must be at least v.16.8.0.

Enterprise 144

Enterprise APIs Advertising Technology 144

AWS Machine Learning

AUGUST 26, 2022

We then perform enrichment for select documents, which can be things like personally identifiable information (PII) redaction, document tagging, metadata updates, and more. The following is a high-level overview of the steps involved: Extract UTF-8 encoded plain text from image or PDF files using the Amazon Textract DetectDocumentText API.

APIs 117

APIs Banking Accountability industry standards 117

Talkdesk

OCTOBER 14, 2020

Lending plays a huge part in every business, and these similarities can expand the core debt servicing and collections that can affect multiple industries, including healthcare, manufacturing, retail and many other businesses. Safeguarding your clients’ personal information, data and privacy is paramount.

Banking 105

Banking Finance APIs Healthcare 105

AWS Machine Learning

MARCH 15, 2024

In this post, we discuss the value and potential impact of federated learning in the healthcare field. In Dr. Werner Vogels’s own words at AWS re:Invent 2023 , “every second that a person has a stroke counts.” Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights.

Healthcare 133

Healthcare Government Best practices Engineering 133

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents. Extract default entities with the Amazon Comprehend DetectEntities API. The response from the DetectEntities API includes the default entities. Extraction phase.

Analytics 95

Analytics APIs Healthcare Big data 95

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. We will start by using the SageMaker Studio UI and then by using APIs.

Government 108

Government Management APIs Accountability 108

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. For example, you can use large language models (LLMs) for a financial forecast by providing data and market indicators as prompts.

Engineering 141

Engineering Chatbots Accountability Enterprise 141

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at any single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository. Background.

Analytics 104

Analytics Healthcare Engineering Government 104

AWS Machine Learning

MARCH 14, 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 via a single API. This provides context to the translation model, improving translation of ambiguous phrases.

Best practices 136

Best practices Engineering Chatbots Enterprise 136

AWS Machine Learning

NOVEMBER 13, 2024

The Amazon Bedrock single API access, regardless of the models you choose, gives you the flexibility to use different FMs and upgrade to the latest model versions with minimal code changes. Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API.

Engineering 125

Engineering Management APIs Healthcare 125

AWS Machine Learning

APRIL 19, 2024

This solution includes the following components: Amazon Titan Text Embeddings is a text embeddings model that converts natural language text, including single words, phrases, or even large documents, into numerical representations that can be used to power use cases such as search, personalization, and clustering based on semantic similarity.

APIs 132

APIs Enterprise Healthcare Accountability 132

AWS Machine Learning

AUGUST 3, 2022

loan – Has personal loan? In this section, we interact with the Boto3 API endpoints to update and search feature metadata. To begin improving feature search and discovery, you can add metadata using the update_feature_metadata API. You can search for features by using the SageMaker search API using metadata as search parameters.

APIs 97

APIs Engineering Entertainment Education 97

Avaya

NOVEMBER 16, 2016

Having said that, here are three massive IoT security threats we’re seeing today (and how to expertly address them): Personally-owned devices: Research shows that about 40% of U.S. Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations.

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. To extract the raw text information for all the documents in Amazon S3, we use the Amazon Textract detect_document_text() API.

APIs 92

APIs Banking Finance Analytics 92

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. In addition to the no-code interface, Amazon AppFlow supports configuration via API, AWS CLI, and AWS CloudFormation interfaces.

APIs 93

APIs Healthcare SaaS Engineering 93

AWS Machine Learning

APRIL 11, 2023

Financial services, the gig economy, telco, healthcare, social networking, and other customers use face verification during online onboarding, step-up authentication, age-based access restriction, and bot detection. This can deter a bad actor using social media pictures of another person to open fraudulent bank accounts.

APIs 96

APIs Accountability Government Healthcare 96

AWS Machine Learning

AUGUST 15, 2024

Some responses need to be exact (for example, regulated industries like healthcare or capital markets), some responses need to be searched from large, indexed data sources and cited, and some answers need to be generated on the fly, conversationally, based on semantic context.

Chatbots 133

Chatbots Banking APIs Enterprise 133

AWS Machine Learning

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. The second component converts these extracted frames into vector embeddings directly by calling the Amazon Bedrock API with Amazon Titan Multimodal Embeddings.

APIs 122

APIs Accountability Entertainment Construction 122

CSM Magazine

DECEMBER 12, 2024

Vapi founders Jordan Dearsley and Nikhil Gupta Vapi has scaled revenue to millions – in just 6 months since launch – for voice agents across industries like customer service and healthcare. Through its flexible API and developer platform, customers can scale to handle millions of calls using voice agents in a couple of weeks.

Enterprise 52

Enterprise Interactive Voice Response Healthcare Engineering 52

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. In Part 1, we focus on creating accurate and reliable agents.

Best practices 103

Best practices APIs Metrics Accountability 103

AWS Machine Learning

NOVEMBER 15, 2023

Although this post focuses on autonomous driving, the concepts discussed are applicable broadly to domains that have rich vision-based applications such as healthcare and life sciences, and media and entertainment. For example, we can use an API chain to call an API and invoke an LLM to answer the question based on the API response.

Engineering 124

Engineering APIs Automotive Entertainment 124

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. You can request service quota increases through the console, AWS Command Line Interface (AWS CLI), or API to allow access to those additional resources. We use an ml.t3.medium

Telecommunications 138

Telecommunications Healthcare Transportation Accountability 138

Fonolo

NOVEMBER 1, 2018

Originally preferred for person-to-person communication, the past few years have seen a surge of B2C communication via messaging channels (Facebook Messenger, WhatsApp, WeChat, etc.). He leads product management for Nexmo, the Vonage API Platform. Messaging . So: How will this battle play out? Twitter: @tpgoebel. Roland Selmer.

Customer Service 69

Customer Service B2C Finance Engineering 69

AWS Machine Learning

AUGUST 2, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. Model customization helps you deliver differentiated and personalized user experiences.

Engineering 135

Engineering Scripts Metrics APIs 135