AWS Machine Learning

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. We also use identity pool to provide temporary AWS credentials for the user while they interact with Amazon Bedrock API. The following video shows this chat.

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 106

APIs Chatbots Construction Engineering 106

AWS Machine Learning

NOVEMBER 20, 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.

Construction 117

Construction APIs Metrics Accountability 117

AWS Machine Learning

NOVEMBER 13, 2024

In the context of generative AI , significant progress has been made in developing multimodal embedding models that can embed various data modalities—such as text, image, video, and audio data—into a shared vector space. Display results : Display the top K similar results to the user.

Engineering 115

Engineering Management APIs Healthcare 115

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. Human moderators assess the result and deactivate the live stream.

APIs 114

APIs Engineering Advertising Accountability 114

AWS Machine Learning

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. While Generative AI can create highly realistic content, including text, images, and videos, it can also generate outputs that appear plausible but are verifiably incorrect.

APIs 136

APIs Construction Engineering Enterprise 136

AWS Machine Learning

JULY 30, 2024

In today’s digital landscape, the demand for audio and video content is skyrocketing. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. The response from API calls are displayed to the end-user.

APIs 110

APIs Accountability Management Entertainment 110

AWS Machine Learning

NOVEMBER 19, 2024

Learn how they created specialized agents for different tasks like account management, repos, pipeline management, and more to help their developers go faster. Learn how to harness the power of AWS AI chips to create intelligent systems that understand and process text, images, and video.

APIs 96

APIs Enterprise Best practices Government 96

AWS Machine Learning

OCTOBER 19, 2023

Companies increasingly rely on user-generated images and videos for engagement. From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy.

APIs 133

APIs Best practices Advertising Accountability 133

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 130

Advertising APIs Engineering Benchmark 130

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. Let’s look at a moderation label detection example for the following image.

APIs 128

APIs Advertising Enterprise Technology 128

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway.

Education 138

Education APIs Engineering Banking 138

AWS Machine Learning

NOVEMBER 15, 2024

An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. In this scenario, each category or data source would be defined as a ‘tool’ within the API, enabling the model to select and use these tools as needed. Put your the code in tags. -

APIs 118

APIs Engineering Chatbots Construction 118

AWS Machine Learning

JUNE 4, 2024

Businesses today heavily rely on video conferencing platforms for effective communication, collaboration, and decision-making. AWS account – You’ll need an active AWS account. Enable Claude Anthropic models – These models should be enabled in your AWS account. I am your account executive here at Aws. spk_0: Yeah.

Engineering 117

Engineering Accountability Best practices Analytics 117

AWS Machine Learning

AUGUST 15, 2023

According to a study, by 2021, videos already make up 81% of all consumer internet traffic. This observation comes as no surprise because video and audio are powerful mediums offering more immersive experiences and naturally engages target audiences on a higher emotional level. For details, refer to create an AWS account.

Chatbots 92

Chatbots Enterprise Accountability Best practices 92

AWS Machine Learning

OCTOBER 8, 2024

Challenges with traditional onboarding The traditional onboarding process for banks faces challenges in the current digital landscape because many institutions don’t have fully automated account-opening systems. This constraint impacts the flexibility for customers to initiate account opening at their preferred time.

Banking 114

Banking APIs Accountability Engineering 114

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 119

Cloud contact Contact Center Chatbots APIs 119

AWS Machine Learning

SEPTEMBER 6, 2023

Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. For this post, you use the AWS Cloud Development Kit (AWS CDK) using Python.

Enterprise 123

Enterprise APIs Real estate Construction 123

AWS Machine Learning

APRIL 18, 2024

It’s straightforward to deploy in your AWS account. Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application. Everything you need is provided as open source in our GitHub repo.

APIs 134

APIs Accountability Analytics Entertainment 134

AWS Machine Learning

SEPTEMBER 23, 2024

Before running the labs in this post, ensure you have the following: An AWS account. If this is your first time setting up an AWS account, see the IAM documentation for information about configuring IAM. Amazon Rekognition supports adding image and video analysis to your applications. Create one if necessary.

APIs 119

APIs Scripts Technology Accountability 119

AWS Machine Learning

OCTOBER 26, 2022

To learn more about Lambda extensions check out these video series. The application uses several AWS resources, including Lambda functions and an Amazon API Gateway API. For this walkthrough, you should have the following prerequisites: An AWS account. Project contents. Prerequisites. The AWS SAM CLI installed.

APIs 132

APIs Accountability Technology Enterprise 132

AWS Machine Learning

NOVEMBER 1, 2023

PII is in emails, slack messages, videos, PDFs, and so on. This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. Logikcull’s processing pipeline supports text extraction for a wide variety of forms and files, including audio and video files.

APIs 115

APIs Government Engineering Telecommunications 115

AWS Machine Learning

MARCH 1, 2024

Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results. You have the option to override it to use either hybrid or semantic search in the API.

APIs 134

APIs Finance Chatbots Enterprise 134

VirtualPBX

OCTOBER 27, 2020

Now you can use Multiple Auto Attendants, Business SMS, Dynamic Caller ID, and Video Conferencing in many of our plans for both small businesses to enterprises. We’ve also made some changes to our existing features like Priority Support, Call Recording storage, and API, so don’t leave this page before you’ve had a chance to investigate.

voip 98

voip APIs Enterprise Engineering 98

AWS Machine Learning

APRIL 11, 2023

However, bad actors increasingly deploy spoof attacks using the user’s face images or videos posted publicly, captured secretly, or created synthetically to gain unauthorized access to the user’s account. This can deter a bad actor using social media pictures of another person to open fraudulent bank accounts.

APIs 94

APIs Accountability Government Healthcare 94

AWS Machine Learning

JULY 3, 2024

Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API , generating responses from the retrieved information. If you want to follow along in your AWS account, download the file. Each medical record is a Word document.

APIs 131

APIs Banking Metrics Management 131

AWS Machine Learning

APRIL 8, 2024

Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents. Prepare a dataset for Knowledge Bases for Amazon Bedrock For this post, we use a sample dataset about fictional video games to illustrate how to ingest and retrieve metadata using Knowledge Bases for Amazon Bedrock.

APIs 130

APIs Construction Chatbots Accountability 130

VirtualPBX

FEBRUARY 16, 2021

Stay tuned in the next couple weeks for updates related to management of video and calling groups with our softphone that runs on Android and iOS mobile devices and on Mac and Windows computers. With every call you make or receive, digital information passes through some part of the VirtualPBX API. A Quick Softphone Mention.

voip 98

voip APIs CRM Accountability 98

AWS Machine Learning

JANUARY 25, 2024

In this post, we walk you through the process to deploy Amazon Q business expert in your AWS account and add it to Microsoft Teams. In the following sections, we show how to deploy the project to your own AWS account and Teams account, and start experimenting! For Who can use this application or access this API?

Accountability 138

Accountability APIs Management Engineering 138

VirtualPBX

NOVEMBER 3, 2020

Automated Team Management With Webhooks and API. This type of connection building can be automated further with use of the VirtualPBX API , which has also been extended to our Advanced and Enterprise customers. Combine video with audio-only calls to accommodate everyone. Send Your First SMS Message. Send Your First SMS Message.

APIs 98

APIs Enterprise voip Call flow 98

AWS Machine Learning

JUNE 5, 2024

Prerequisites Before diving into this use case, complete the following prerequisites: Set up an AWS account. You can train a custom classifier using either the Amazon Comprehend console or API. Use the Amazon Comprehend console or API operations such as DescribeDocumentClassifier to retrieve the metrics for a custom classifier.

APIs 114

APIs Metrics Accountability Enterprise 114

AWS Machine Learning

JULY 18, 2022

In a previous post , we described a typical identity verification workflow and showed you how to build an identity verification solution using various Amazon Rekognition APIs. Applications invoke Amazon API Gateway to route requests to the correct AWS Lambda function depending on the user flow. Amazon S3 stores all the face images.

APIs 92

APIs Real estate Accountability Enterprise 92

AWS Machine Learning

NOVEMBER 7, 2023

These demos can be seamlessly deployed in your AWS account, offering foundational insights and guidance on utilizing AWS services to create a state-of-the-art LLM generative AI question and answer bot and content generation. Prerequisites You must have the following prerequisites: An AWS account. Python 3.6 x or later. Docker v20.10

Enterprise 119

Enterprise APIs Engineering Accountability 119

AWS Machine Learning

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. Amazon Q uses the chat_sync API to carry out the conversation. A VPC where you will deploy the solution.

APIs 135

APIs Enterprise Accountability Feedback 135

AWS Machine Learning

OCTOBER 26, 2023

After considering several architectures, we designed a system that uploads videos of the transactions to the cloud for processing. Preprocessed videos of these transactions are uploaded to the cloud. Our AI-powered transaction pipeline automatically processes these videos and charges the customer’s account accordingly.

APIs 124

APIs Technology Banking Customer centricity 124

TechSee

AUGUST 31, 2022

Making the leap from engaging with customers and agents via text and voice, to visual and live video is a big step. While COVID introduced technology laggards to Zoom, bringing instant, live video to the mainstream. The right partner will provide customers with the option to schedule a video call for later.

APIs 109

APIs Enterprise Technology Self service 109

AWS Machine Learning

NOVEMBER 22, 2022

Using Amazon API Gateway , these features are exposed as one simple /translate API. Therefore, another API /customterm is exposed. Consumers can use these options using API Gateway’s API keys. We use an Amazon DynamoDB table to store metadata information about consumers, permissions, and API keys.

APIs 89

APIs Enterprise Accountability industry standards 89