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 106

Enterprise APIs Government Accountability 106

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 133

APIs Big data Accountability Enterprise 133

AWS Machine Learning

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. If the request to the Talkdesk API is successful, a Talkdesk conversation ID is returned to Amazon Lex.

Cloud contact 110

Cloud contact Contact Center Chatbots APIs 110

AWS Machine Learning

AUGUST 27, 2024

With the advent of generative AI solutions , a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. You can use this feature in the Amazon Bedrock model invocation APIs ( InvokeModel and Converse API). Become more resilient to any traffic bursts.

APIs 138

APIs Engineering Best practices Management 138

AWS Machine Learning

OCTOBER 21, 2024

Generative AI adoption among various industries is revolutionizing different types of applications, including image editing. 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’s best suited for your use case.

APIs 87

APIs Enterprise Accountability Management 87

AWS Machine Learning

MAY 30, 2024

An efficient way to analyze videos will help them evaluate content against industry policies, index videos for efficient search, and perform dynamic detection and redaction tasks, such as blurring student faces in a Zoom recording. Detect generic objects and labels using the Amazon Rekognition label detection API.

Advertising 131

Advertising APIs Education Analytics 131

AWS Machine Learning

DECEMBER 29, 2022

Documents are a primary tool for record keeping, communication, collaboration, and transactions across many industries, including financial, medical, legal, and real estate. The Signatures feature is available as part of the AnalyzeDocument API. Learn more about how to use this feature in our documentation for the AnalyzeDocument API.

APIs 105

APIs Banking Real estate Healthcare 105

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 115

APIs Government Enterprise Engineering 115

AWS Machine Learning

JULY 29, 2024

You can authenticate Amazon Q Business to Jira using basic authentication with a Jira ID and Jira API token. To authenticate using basic authentication, you create a secret using AWS Secrets Manager with your Jira ID and Jira API token. See Manage API tokens for your Atlassian account for instructions to create an API token.

APIs 117

APIs Customer Support Management Enterprise 117

AWS Machine Learning

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

APIs 122

APIs Enterprise Scripts Accountability 122

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 116

APIs Scripts Accountability Entertainment 116

Call Design

NOVEMBER 4, 2021

Most systems now have a web application and APIs that will allow some, if not all, required data to be collected and aggregated via a webservice. A webservice can minimise this risk by allowing an additional business layer that can handle multiple users and accounts and limit access to only what the webservice requires. Maintenance.

industry standards 148

industry standards APIs SaaS Accountability 148

CCNG

MAY 30, 2024

Forecasting Core Features The Ability to Consume Historical Data Whether it’s from a copy/paste of a spreadsheet or an API connection, your WFM platform must have the ability to consume historical data. If your platform produces amazing forecasts but no aligned schedules, then you likely have a data analytics platform and not a WFM platform.

Abandon rate 195

Abandon rate CCNG Average Handle Time Contact Center 195

AWS Machine Learning

AUGUST 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. Amazon Bedrock service starts an import job in an AWS operated deployment account.

APIs 115

APIs Scripts Real estate Accountability 115

AWS Machine Learning

JULY 10, 2024

Prerequisites To use this feature, make sure you have satisfied the following requirements: An active AWS account. To request access, contact your AWS account team or submit a support ticket using the AWS Management Console. Anthropic Claude 3 Haiku enabled in Amazon Bedrock.

APIs 126

APIs Airlines Metrics Engineering 126

AWS Machine Learning

SEPTEMBER 25, 2024

Built on AWS technologies like AWS Lambda , Amazon API Gateway , and Amazon DynamoDB , this tool automates the creation of customizable templates and supports both text and image inputs. This sends the API request to Amazon Bedrock, which is hosting the Anthropic’s Claude 3 Sonnet language model.

APIs 87

APIs Wireless Accountability Technology 87

AWS Machine Learning

NOVEMBER 7, 2023

Foundation Models Pharma Ad Generator – A specialized application tailored for the pharmaceutical industry. Harnessing the generative capabilities of foundational models, this tool creates convincing and compliant pharmaceutical advertisements, ensuring content adheres to industry standards and regulations. Python 3.6 x or later.

Enterprise 112

Enterprise APIs Engineering Accountability 112

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 121

Real estate APIs Metrics Construction 121

AWS Machine Learning

MAY 15, 2024

Under the hood, this tool uses artifacts generated by SageMaker (step vii) which is then deployed into the production AWS account (step viii), using SageMaker SDKs. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images. The Amazon API Gateway receives the PUT request (step 1).

Advertising 118

Advertising APIs Engineering Benchmark 118

AWS Machine Learning

JULY 17, 2023

With cloud computing, as compute power and data became more available, machine learning (ML) is now making an impact across every industry and is a core part of every business and industry. Organizations with a multi-account architecture typically have Amazon Redshift and SageMaker Studio in two separate AWS accounts.

Accountability 69

Accountability APIs Best practices Management 69

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition includes a simple, easy-to-use API that can quickly analyze any image or video file that’s stored in Amazon Simple Storage Service (Amazon S3). The following table shows the moderation labels, content type, and confidence scores returned in the API response. Graphic Violence L2 92.6% Explosions and Blasts L3 92.6%

APIs 122

APIs Advertising Enterprise Technology 122

AWS Machine Learning

SEPTEMBER 6, 2023

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions. You may need to request a quota increase.

Enterprise 112

Enterprise APIs Real estate Construction 112

AWS Machine Learning

OCTOBER 19, 2023

In this post, we discuss how to use the Custom Moderation feature in Amazon Rekognition to enhance the accuracy of your pre-trained content moderation API. Customers across industries such as ecommerce, social media, and gaming can use content moderation in Amazon Rekognition to protect their brand reputation and foster safe user communities.

APIs 123

APIs Best practices Advertising Accountability 123

AWS Machine Learning

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce. For this post, we use the Anthropic Claude 3 Sonnet model.

APIs 113

APIs Accountability CRM Engineering 113

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. Therefore, organizations of various sizes and across different industries have begun to reimagine their products and processes using generative AI. It must be at least v.16.8.0.

Enterprise 131

Enterprise APIs Advertising Technology 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 117

Chatbots APIs Engineering Automotive 117

AWS Machine Learning

OCTOBER 31, 2023

Enterprise Resource Planning (ERP) systems are used by companies to manage several business functions such as accounting, sales or order management in one system. In particular, they are routinely used to store information related to customer accounts. n Question : {question}?

Healthcare 116

Healthcare APIs Engineering Accountability 116

AWS Machine Learning

DECEMBER 14, 2022

We discuss how to make audio files available to Amazon Transcribe and enable transcription of multi-lingual audio files when calling Amazon Transcribe APIs. It’s a simple storage service that offers industry-leading durability, availability, performance, security, and virtually unlimited scalability at very low cost. Solution overview.

APIs 112

APIs Accountability Analytics Contact Center 112

AWS Machine Learning

MAY 23, 2023

The seeds of a machine learning (ML) paradigm shift have existed for decades, but with the ready availability of virtually infinite compute capacity, a massive proliferation of data, and the rapid advancement of ML technologies, customers across industries are rapidly adopting and using ML technologies to transform their businesses.

APIs 106

APIs Accountability Construction Management 106

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo.

APIs 106

APIs Engineering Advertising Accountability 106

AWS Machine Learning

AUGUST 26, 2022

Organizations in the lending and mortgage industry process thousands of documents on a daily basis. Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance. For specialized documents such as ID documents, Amazon Textract provides the AnalyzeID API.

APIs 100

APIs Banking Accountability industry standards 100

AWS Machine Learning

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. Alternatively, you can use the CreateFlow API for a programmatic creation of flows that help you automate processes and development pipelines.

Management 116

Management APIs Chatbots Best practices 116

AWS Machine Learning

OCTOBER 11, 2024

These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce the final result using tools and APIs. Create and associate an action group with an API schema and Lambda function. Provide a clear and concise agent instruction.

APIs 126

APIs Chatbots Accountability Feedback 126

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 111

Government APIs Enterprise Best practices 111

AWS Machine Learning

JUNE 8, 2022

Amazon API Gateway. The Uneeq digital human interfaces with a simple REST API, configured with Lambda proxy integration that in turn interacts with a deployed Amazon Lex bot. Deploy the integration, which is a simple API Gateway REST API and Lambda function using AWS Serverless Application Model (AWS SAM). AWS Lambda.

APIs 89

APIs Telecommunications Chatbots Accountability 89

AWS Machine Learning

AUGUST 7, 2024

We then retrieve answers using standard RAG and a two-stage RAG, which involves a reranking API. Retrieve answers using the knowledge base retrieve API Evaluate the response using the RAGAS Retrieve answers again by running a two-stage RAG, using the knowledge base retrieve API and then applying reranking on the context.

APIs 122

APIs Chatbots Metrics Education 122

AWS Machine Learning

AUGUST 21, 2024

This new feature enables organizations to process large volumes of data when interacting with foundation models (FMs), addressing a critical need in various industries, including call center operations. Batch job submission – Initiate and manage batch inference jobs through the Amazon Bedrock console or API.

Call Center 103

Call Center APIs Engineering Accountability 103