AWS Machine Learning

MARCH 19, 2025

Note that these APIs use objects as namespaces, alleviating the need for explicit imports. API Gateway supports multiple mechanisms for controlling and managing access to an API. AWS Lambda handles the REST API integration, processing the requests and invoking the appropriate AWS services.

APIs 110

APIs Automotive Accountability Analytics 110

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 131

APIs Scripts Accountability Entertainment 131

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 133

APIs Engineering CRM Enterprise 133

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 107

Benchmark APIs Enterprise Scripts 107

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. AWS Have an AWS account with administrative access. You will need an account that has admin privileges to perform the configuration steps in ServiceNow. Choose Next.

APIs 91

APIs Enterprise Accountability Government 91

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 131

APIs Enterprise Best practices Accountability 131

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 129

APIs Transportation Best practices Enterprise 129

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 106

APIs Engineering Accountability Metrics 106

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 144

Healthcare Enterprise APIs Transportation 144

AWS Machine Learning

APRIL 23, 2025

For more information, see Redacting PII entities with asynchronous jobs (API). The query is then forwarded using a REST API call to an Amazon API Gateway endpoint along with the access tokens in the header. The user query is sent using an API call along with the authentication token through Amazon API Gateway.

APIs 90

APIs Healthcare Enterprise Accountability 90

AWS Machine Learning

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Thomson Reuters transforms the way professionals work by delivering innovative tech and GenAI powered by trusted expertise and industry-leading insights. How do I get started with setting up an ACME Corp account?

APIs 120

APIs Chatbots Enterprise Customer centricity 120

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 110

APIs Call Center Engineering Personalization 110

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 108

Management APIs Engineering Metrics 108

AWS Machine Learning

MARCH 19, 2024

Industrial facilities grapple with vast volumes of unstructured data, sourced from sensors, telemetry systems, and equipment dispersed across production lines. Nevertheless, standalone FMs face limitations in handling complex industrial data with context size constraints (typically less than 200,000 tokens ), which poses challenges.

Construction 136

Construction Scripts APIs Enterprise 136

AWS Machine Learning

MARCH 26, 2025

When enterprises fine-tune curated models, they can specialize general-purpose solutions for their specific industry needs and gain competitive advantages through improved performance on their proprietary data. Update models in the private hub Modify your existing private HubContent by calling the new sagemaker:UpdateHubContent API.

APIs 101

APIs Enterprise Government Accountability 101

AWS Machine Learning

DECEMBER 3, 2024

Generative AI is reshaping businesses and unlocking new opportunities across various industries. We explore how you can use Amazon Bedrock Agents with generative AI and cutting-edge AWS technologies, which offer a transformative approach to supporting sales reps across this industry (and beyond). Haiku and Sonnet, Meta Llama 3.1,

Sales 108

Sales APIs Engineering Analytics 108

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

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 105

APIs Chatbots Construction Engineering 105

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 101

APIs Chatbots Enterprise Healthcare 101

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 101

Benchmark APIs Enterprise Construction 101

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 94

Government APIs Enterprise Technology 94

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 93

APIs Technology Management Enterprise 93

AWS Machine Learning

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

Enterprise 91

Enterprise Government Finance Accountability 91

AWS Machine Learning

JANUARY 24, 2025

The workflow steps are as follows: The user submits an Amazon Bedrock fine-tuning job within their AWS account, using IAM for resource access. The fine-tuning job initiates a training job in the model deployment accounts. Provide your account, bucket name, and VPC settings. Choose Create policy.

Best practices 113

Best practices Accountability industry standards Metrics 113

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

NOVEMBER 19, 2024

Learn how you can use leading foundation models (FMs) from industry leaders and Amazon to build and scale your generative AI applications, and understand customization techniques like fine-tuning and Retrieval Augmented Generation (RAG). Fifth, we’ll showcase various generative AI use cases across industries.

APIs 101

APIs Enterprise Best practices Government 101

AWS Machine Learning

FEBRUARY 11, 2025

In this post, we propose an end-to-end solution using Amazon Q Business to address similar enterprise data challenges, showcasing how it can streamline operations and enhance customer service across various industries. For example, the Datastore API might require certain input like date periods to query data.

Enterprise 95

Enterprise Engineering APIs Best practices 95

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 87

APIs Enterprise Benchmark Feedback 87

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 85

Enterprise APIs Engineering Government 85

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 141

APIs Big data Accountability Enterprise 141

AWS Machine Learning

FEBRUARY 25, 2025

Prerequisites For this walkthrough, you should have the following prerequisites: An AWS account Access to the Alation service with the ability to create new policies and access tokens. With the connector ready, move over to the SageMaker Studio notebook and perform data synchronization operations by invoking Amazon Q Business APIs.

Enterprise 96

Enterprise Engineering APIs Accountability 96

AWS Machine Learning

FEBRUARY 10, 2025

They provide access to external data and APIs or enable specific actions and computation. Data science agent: RAG and code generation To boost productivity of data science teams, we focused on rapid comprehension of advanced knowledge, including industry-specific models from a curated knowledge base.

Chief Customer Officer 101

Chief Customer Officer Banking SaaS Engineering 101

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 117

APIs Engineering Chatbots Construction 117

AWS Machine Learning

NOVEMBER 21, 2024

Add team members using their email addresses—they will receive instructions to set up their accounts. Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. Prior to AWS, he worked in SaaS , Fintech and Telecommunications industry in services leadership role.

APIs 98

APIs Feedback Telecommunications Management 98

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 114

Metrics Enterprise APIs Engineering 114

AWS Machine Learning

APRIL 10, 2025

Introduction to Amazon Nova models Amazon Nova is a new generation of foundation model (FM) offering frontier intelligence and industry-leading price-performance. Create a fine-tuning job Fine-tuning Amazon Nova models through the Amazon Bedrock API is a streamlined process: On the Amazon Bedrock console, choose us-east-1 as your AWS Region.

APIs 120

APIs Metrics Best practices Construction 120