AWS Machine Learning

MARCH 11, 2025

Amazon Nova is a new generation of state-of-the-art foundation models (FMs) that deliver frontier intelligence and industry-leading price-performance. How well do these models handle RAG use cases across different industry domains? Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data.

Benchmark 103

Benchmark APIs Enterprise Scripts 103

ConvergeOne

DECEMBER 12, 2023

Whenever we talk to insurers, whether boardroom CEOs or small-time independent brokers, the buzz is all about major disruptions hitting the industry. We believe that enterprise API integrations made available for insurers by insurance startups are disrupting how insurers execute their digital transformations.

APIs 104

APIs Enterprise Surveys Technology 104

AWS Machine Learning

SEPTEMBER 13, 2024

Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where unpredictable scenarios are the norm, traditional automation falls short, leading to inefficiencies and missed opportunities. With the power of intelligent agents, you can simplify these challenges.

APIs 132

APIs Enterprise Best practices Accountability 132

AWS Machine Learning

MARCH 6, 2025

These intelligent, autonomous systems are poised to become the cornerstone of AI adoption across industries, heralding a new era of human-AI collaboration and problem-solving. As these systems evolve, they will transform industries, expand possibilities, and open new doors for artificial intelligence.

APIs 95

APIs Scripts Enterprise Management 95

AWS Machine Learning

MARCH 14, 2025

Organizations across industries struggle with automating repetitive tasks that span multiple applications and systems of record. Traditional automation approaches require custom API integrations for each application, creating significant development overhead. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

APIs 111

APIs Engineering CRM Enterprise 111

AWS Machine Learning

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

APIs 130

APIs Scripts Accountability Entertainment 130

AWS Machine Learning

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Test the flow Youre now ready to test the flow through the Amazon Bedrock console or API.

APIs 128

APIs Transportation Best practices Enterprise 128

AWS Machine Learning

MARCH 19, 2025

Its inspiring to see how, together, were enabling customers across industries to confidently move AI into production. To give their users even more flexibility, Perplexity complements their own models with services such as Amazon Bedrock , and provides access to additional state-of-the-art models in their API.

Healthcare 142

Healthcare Enterprise APIs Transportation 142

AWS Machine Learning

APRIL 3, 2025

In the following sections, we explain how AI Workforce enables asset owners, maintenance teams, and operations managers in industries such as energy and telecommunications to enhance safety, reduce costs, and improve efficiency in infrastructure inspections. Security is paramount, and we adhere to AWS best practices across the layers.

APIs 61

APIs Telecommunications Enterprise Best practices 61

AWS Machine Learning

NOVEMBER 21, 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 through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 111

APIs Call Center Engineering Personalization 111

AWS Machine Learning

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. This involves creating an OAuth API endpoint in ServiceNow and using the web experience URL from Amazon Q Business as the callback URL.

APIs 85

APIs Enterprise Accountability Government 85

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. You can now choose these as query options alongside the search type. First, we set numberOfResults = 5.

APIs 136

APIs Engineering Healthcare Education 136

AWS Machine Learning

JANUARY 28, 2025

Using SageMaker with MLflow to track experiments The fully managed MLflow capability on SageMaker is built around three core components: MLflow tracking server This component can be quickly set up through the Amazon SageMaker Studio interface or using the API for more granular configurations.

Management 104

Management APIs Engineering Metrics 104

AWS Machine Learning

MARCH 25, 2025

For more information about the SageMaker AI API, refer to the SageMaker AI API Reference. 8B-Instruct to DeepSeek-R1-Distill-Llama-8B, but the new model version has different API expectations. In this use case, you have configured a CloudWatch alarm to monitor for 4xx errors, which would indicate API compatibility issues.

APIs 88

APIs Engineering Accountability Metrics 88

AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

APIs 106

APIs Chatbots Construction Engineering 106

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction.

Marketing 114

Marketing APIs Banking Entertainment 114

AWS Machine Learning

JANUARY 14, 2025

However, some geographies and regulated industries bound by data protection and privacy regulations have sought to combine generative AI services in the cloud with regulated data on premises. With this mechanism, you can build distributed RAG applications for highly regulated industries subject to data residency requirements.

APIs 97

APIs Chatbots Enterprise Healthcare 97

AWS Machine Learning

MARCH 18, 2025

Amazon Bedrock Guardrails provides configurable safeguards that help organizations build generative AI applications with industry-leading safety protections. In this role, he uses his expertise in cloud-based architectures to develop innovative generative AI solutions for clients across diverse industries.

Government 91

Government APIs Enterprise Technology 91

AWS Machine Learning

FEBRUARY 21, 2025

The solution uses the FMs tool use capabilities, accessed through the Amazon Bedrock Converse API. This enables the FMs to not just process text, but to actively engage with various external tools and APIs to perform complex document analysis tasks. For more details on how tool use works, refer to The complete tool use workflow.

APIs 87

APIs Healthcare Consulting Consulting 87

AWS Machine Learning

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. Here, we map the description through with no change and use $$.Map.Item.Value

APIs 88

APIs Technology Management Enterprise 88

AWS Machine Learning

FEBRUARY 11, 2025

The integration of generative AI capabilities is driving transformative changes across many industries. We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. This Lambda function used a weather API to fetch up-to-date meteorological data.

APIs 82

APIs Enterprise Accountability Management 82

AWS Machine Learning

MARCH 3, 2025

Amazon Bedrock Marketplace is a new capability in Amazon Bedrock that enables developers to discover, test, and use over 100 popular, emerging, and specialized foundation models (FMs) alongside the current selection of industry-leading models in Amazon Bedrock. To begin using Pixtral 12B, choose Deploy.

Benchmark 89

Benchmark APIs Enterprise Construction 89

AWS Machine Learning

MARCH 27, 2025

Importantly, cross-Region inference prioritizes the connected Amazon Bedrock API source Region when possible, helping minimize latency and improve overall responsiveness. v2 using the Amazon Bedrock console or the API by assuming the custom IAM role mentioned in the previous step ( Bedrock-Access-CRI ).

Accountability 100

Accountability Government APIs Enterprise 100

AWS Machine Learning

NOVEMBER 14, 2024

The user’s request is sent to AWS API Gateway , which triggers a Lambda function to interact with Amazon Bedrock using Anthropic’s Claude Instant V1 FM to process the user’s request and generate a natural language response of the place location. It will then return the place name with the highest similarity score.

APIs 110

APIs Engineering Personalization Transportation 110

AWS Machine Learning

FEBRUARY 24, 2025

Amazon Bedrock Marketplace is a new capability in Amazon Bedrock that developers can use to discover, test, and use over 100 popular, emerging, and specialized foundation models (FMs) alongside the current selection of industry-leading models in Amazon Bedrock. It doesnt support Converse APIs or other Amazon Bedrock tooling.

APIs 84

APIs Enterprise Benchmark Feedback 84

AWS Machine Learning

NOVEMBER 15, 2024

The data sources may include seismic surveys, well logs, core samples, geochemical analyses, and production histories, with some of it in industry-specific formats. Industrial maintenance – We built a solution that combines maintenance logs, equipment manuals, and visual inspection data to optimize maintenance schedules and troubleshooting.

APIs 118

APIs Engineering Chatbots Construction 118

AWS Machine Learning

FEBRUARY 18, 2025

During these live events, F1 IT engineers must triage critical issues across its services, such as network degradation to one of its APIs. This impacts downstream services that consume data from the API, including products such as F1 TV, which offer live and on-demand coverage of every race as well as real-time telemetry.

APIs 71

APIs Engineering Metrics Big data 71

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 143

SaaS APIs Government Accountability 143

AWS Machine Learning

APRIL 3, 2025

This enables our sales teams to quickly create initial drafts for sections such as customer overviews, industry analysis, and business priorities, which previously required hours of research across the internet and relied on disparate internal AWS tools. Expanded use of recommendations to provide what next?

Accountability 58

Accountability Sales CRM APIs 58

Outsource Consultants

MARCH 14, 2025

Information Silos Unified platforms integrating patient records through APIs streamline interactions. Brands that master this balance will lead the industry, creating patient experiences that are faster, smarter, and more compassionate than ever before. Data Security AI-enhanced security tools ensure compliance and reduce breaches.

Healthcare 67

Healthcare Customer Support Virtual Agent outsourcing 67

AWS Machine Learning

FEBRUARY 12, 2025

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Solution overview The solution comprises two main steps: Generate synthetic data using the Amazon Bedrock InvokeModel API.

APIs 76

APIs Management Benchmark Scripts 76

AWS Machine Learning

AUGUST 13, 2024

The healthcare industry generates and collects a significant amount of unstructured textual data, including clinical documentation such as patient information, medical history, and test results, as well as non-clinical documentation like administrative records. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 131

Healthcare APIs Consulting Consulting 131

AWS Machine Learning

MARCH 6, 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, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Metrics 99

Metrics Enterprise APIs Engineering 99

CSM Magazine

MARCH 10, 2025

More than 2,100 nominations from organizations of all sizes and in virtually every industry, in 45 nations and territories, were considered in this year’s competition. The SmartBear Customer Care team earned a Bronze Award for Customer Service Department of the Year.

Sales 52

Sales Customer Service APIs Engineering 52

AWS Machine Learning

OCTOBER 30, 2023

It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. Customers are building innovative generative AI applications using Amazon Bedrock APIs using their own proprietary data.

APIs 142

APIs Big data Accountability Enterprise 142

AWS Machine Learning

NOVEMBER 15, 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 through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 115

Chatbots Engineering Enterprise Government 115

AWS Machine Learning

MAY 7, 2024

It offers solutions for media transcription, facial recognition, content summarization, object detection, and other AI capabilities to solve the unique challenges professionals face across industries. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API.

APIs 132

APIs Advertising Entertainment Metrics 132