AWS Machine Learning

APRIL 9, 2024

In this post, we discuss two new features of Knowledge Bases for Amazon Bedrock specific to the RetrieveAndGenerate API: configuring the maximum number of results and creating custom prompts with a knowledge base prompt template. For best practices on prompt engineering, refer to Prompt engineering guidelines.

APIs 134

APIs Engineering Healthcare Education 134

AWS Machine Learning

NOVEMBER 1, 2024

In this post, we explore the best practices and lessons learned for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock. Tools and APIs – For example, when you need to teach Anthropic’s Claude 3 Haiku how to use your APIs well.

Best practices 95

Best practices APIs Finance Engineering 95

CSM Magazine

FEBRUARY 19, 2025

Challenge 2: Integration with Wearables and Third-Party APIs Many people use smartwatches and heart rate monitors to measure sleep, stress, and physical activity, which may affect mental health. Third-party APIs may link apps to healthcare and meditation services. FDA in the U.S.). SSL/TLS in transit, AES-256 at rest).

APIs 52

APIs Healthcare Gamification Consulting 52

AWS Machine Learning

NOVEMBER 16, 2023

Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 116

Healthcare Government Engineering APIs 116

AWS Machine Learning

AUGUST 1, 2023

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health records, and imaging reports. In a healthcare setting, this would mean giving the model some data including phrases and terminology pertaining specifically to patient care.

Healthcare 93

Healthcare APIs Scripts Best practices 93

AWS Machine Learning

OCTOBER 4, 2023

Prior authorization is a crucial process in healthcare that involves the approval of medical treatments or procedures before they are carried out. This process is necessary to ensure that patients receive the right care and that healthcare providers are following the correct procedures. Submit the request for prior authorization.

Healthcare 116

Healthcare APIs Transportation Education 116

AWS Machine Learning

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

SaaS 144

SaaS APIs Government Accountability 144

AWS Machine Learning

AUGUST 26, 2024

The GenASL web app invokes the backend services by sending the S3 object key in the payload to an API hosted on Amazon API Gateway. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

APIs 120

APIs Calibration Best practices Metrics 120

AWS Machine Learning

MARCH 3, 2025

Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others. They enable applications requiring very low latency or local data processing using familiar APIs and tool sets.

APIs 71

APIs Benchmark Metrics Healthcare 71

AWS Machine Learning

JANUARY 10, 2024

The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint. API Gateway invokes a Lambda function to initiate model updates.

APIs 125

APIs Construction Engineering Analytics 125

AWS Machine Learning

SEPTEMBER 14, 2023

Integrating security in our workflow Following the best practices of the Security Pillar of the Well-Architected Framework , Amazon Cognito is used for authentication. Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito.

APIs 120

APIs Healthcare Scripts Engineering 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 118

APIs Government Enterprise Engineering 118

AWS Machine Learning

JULY 10, 2024

AI Service Cards are a form of responsible AI documentation that provide customers with a single place to find information on the intended use cases and limitations, responsible AI design choices, and deployment and performance optimization best practices for our AI services and models.

Government 130

Government Education Best practices APIs 130

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. This is particularly important for organizations operating in heavily regulated industries, such as financial services and healthcare and life sciences.

Enterprise 143

Enterprise APIs Advertising Technology 143

AWS Machine Learning

MARCH 15, 2024

In this post, we discuss the value and potential impact of federated learning in the healthcare field. However, the datasets needed to build the ML models and give reliable results are sitting in silos across different healthcare systems and organizations. This isolated legacy data has the potential for massive impact if cumulated.

Healthcare 125

Healthcare Government Best practices Engineering 125

AWS Machine Learning

APRIL 19, 2024

In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store. The embeddings are ingested into an OSI pipeline using an API call. Update these roles to apply least-privilege permissions, as discussed in Security best practices.

APIs 124

APIs Enterprise Healthcare Accountability 124

Avaya

NOVEMBER 16, 2016

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. At the same time, however, publicly available APIs are also exposed ones. Healthcare, for example, must abide by very strict regulations.

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

JANUARY 8, 2024

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). Amazon Textract, similar to other managed services, has a default limit on the APIs called transactions per second (TPS).

Scripts 111

Scripts Construction APIs Healthcare 111

AWS Machine Learning

JUNE 27, 2023

The AI/ML architecture for EarthSnap is designed around a series of AWS services: Sagemaker Pipeline runs using one of the methods mentioned above (CodeBuild, API, manual) that trains the model and produces artifacts and metrics. The following diagram shows the EarthSnap AI/ML architecture.

Engineering 115

Engineering APIs Scripts Entertainment 115

AWS Machine Learning

JUNE 20, 2024

This isolates the instance from the internet and makes API calls to other AWS services not possible. Test the connection You can test the connection to Amazon Bedrock using a simple Python API call. AWS PrivateLink enables you to connect privately to several AWS services, for a current list please see this page.

APIs 104

APIs Automotive Healthcare Engineering 104

Cincom

MARCH 20, 2025

9 Best Practices for Smooth Integration of CPQ Software in B2B eCommerce Sales Integrating CPQ software into your B2B eCommerce ecosystem can revolutionize the sales process, but a seamless transition requires careful planning. Select a solution that supports API-based integration with your existing eCommerce platform (e.g.,

B2B 40

B2B Sales CRM Finance 40

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). Amazon Lex V2 getting started- Streaming APIs]([link] Expand the Advanced section and enter the same answer under Markdown Answer.

Chatbots 130

Chatbots APIs Self service Banking 130

delighted

DECEMBER 5, 2022

If you’re sending surveys to recipients who have strict email filters, like the healthcare industry, it can be helpful to prime your respondents for the incoming survey to make sure the email is top-of-mind. That’s why it’s key to choose a survey platform that’s easy to use, with best practices baked in, and to automate as much as you can.

Surveys 92

Surveys Feedback Best practices APIs 92

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture.

Scripts 116

Scripts APIs Government Analytics 116

AWS Machine Learning

APRIL 10, 2023

In this post, we present a comprehensive guide on deploying and running inference using the Stable Diffusion inpainting model in two methods: through JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK.

Scripts 96

Scripts APIs Construction Finance 96

AWS Machine Learning

OCTOBER 13, 2022

AWS offers a pre-trained and fully managed AWS AI service called Amazon Rekognition that can be integrated into computer vision applications using API calls and require no ML experience. You just have to provide an image to the Amazon Rekognition API and it can identify the required objects according to pre-defined labels.

Healthcare 90

Healthcare APIs Automotive Consulting 90

Fonolo

NOVEMBER 1, 2018

However, sectors that deal with sensitive customer information (such as government, healthcare, or finance) are wary of making Facebook, Apple or Google a messaging pathway for their users. Best Practices for a Communication Channel. Choosing the best Communication Channel. So: How will this battle play out? Shai Berger.

Customer Service 69

Customer Service B2C Finance Engineering 69

AWS Machine Learning

FEBRUARY 13, 2023

With the increasing use of artificial intelligence (AI) and machine learning (ML) for a vast majority of industries (ranging from healthcare to insurance, from manufacturing to marketing), the primary focus shifts to efficiency when building and training models at scale. The following diagram illustrates the solution architecture.

Scripts 93

Scripts Best practices Transportation Construction 93

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. Instead, adhere to the security best practices in AWS Identity and Access Management (IAM), and create an administrative user and group. We use an ml.t3.medium

Telecommunications 134

Telecommunications Transportation Healthcare Accountability 134

AWS Machine Learning

AUGUST 2, 2023

It has applications in areas where data is multi-modal such as ecommerce, where data contains text in the form of metadata as well as images, or in healthcare, where data could contain MRIs or CT scans along with doctor’s notes and diagnoses, to name a few use cases. However, we can use CDE for a wider range of use cases.

Enterprise 91

Enterprise Healthcare APIs Big data 91

AWS Machine Learning

SEPTEMBER 9, 2022

Example components of the standardized tooling include a data ingestion API, security scanning tools, the CI/CD pipeline built and maintained by another team within athenahealth, and a common serving platform built and maintained by the MLOps team. Tyler Kalbach is a Principal Member of Technical Staff at athenahealth.

Engineering 94

Engineering Healthcare APIs Scripts 94

AWS Machine Learning

JUNE 25, 2024

From customer service and ecommerce to healthcare and finance, the potential of LLMs is being rapidly recognized and embraced. He is very passionate about how technology can solve capital market challenges and provide beneficial outcomes by AWS latest services and best practices.

Feedback 124

Feedback Engineering Enterprise Technical Support 124

AWS Machine Learning

JUNE 6, 2023

This table name can be found by referencing the table_name field after instantiating the athena_query from the FeatureGroup API: SELECT * FROM "sagemaker_featurestore"."off_sdk_fg_lead_1682348629" For more information about feature groups, refer to Create a Dataset From Your Feature Groups and Feature Store APIs: Feature Group.

APIs 96

APIs Metrics Telecommunications Marketing 96

AWS Machine Learning

OCTOBER 24, 2023

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) through easy-to-use APIs. Document packages like healthcare and insurance claims or mortgages consist of complex forms that contain a lot of information across structured, semi-structured, and unstructured formats.

Engineering 136

Engineering Healthcare Construction APIs 136

NICE inContact

FEBRUARY 29, 2016

Now, our focus has shifted on why inContact is the best solution in the cloud. One of our recently announced contracts with a large national digital healthcare company offers an excellent example of how our software enables improved business outcomes for our customers.

APIs 49

APIs Contact Center Healthcare B2B 49

Outsource Consultants

JANUARY 28, 2025

These should cover not just the basics of using the system but also advanced features and best practices. For example, if you’re in healthcare, look for providers with experience in HIPAA compliance and handling sensitive patient data. Comprehensive training programs are essential for smooth adoption.

Enterprise 67

Enterprise Contact Center Average Handle Time contact center solutions 67

SmartAction

MAY 6, 2019

This is the third of a five-part blog series that outlines the Five Best Practices for AI Self-Service Without Compromise. Best Practice #3: AI Without Data is Like a Race Car Without Fuel. A great example is in the healthcare space , specifically around Explanation of Benefits documents.

Self service 45

Self service Virtual Agent Best practices Contact Center 45