AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, 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 114

APIs Surveys Chatbots Construction 114

AWS Machine Learning

OCTOBER 31, 2024

The custom Google Chat app, configured for HTTP integration, sends an HTTP request to an API Gateway endpoint. Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. The following figure illustrates the high-level design of the solution.

APIs 132

APIs Scripts Accountability Construction 132

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. As a result, building such a solution is often a significant undertaking for IT teams.

Enterprise 123

Enterprise APIs Government Accountability 123

AWS Machine Learning

SEPTEMBER 12, 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 unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 135

Healthcare APIs Accountability Enterprise 135

OctopusTech

JULY 30, 2024

Magento headless commerce refers to running the Magento ecommerce platform in a decoupled architecture where the front-end presentation layer is separated from the back-end layer. Any front-end device or technology can leverage these APIs to retrieve catalog data, create carts and checkout orders. that can be leveraged via APIs.

APIs 62

APIs B2B Engineering Technology 62

Nexmo

JUNE 13, 2019

So, in this walkthrough, we are going to recreate the game of telephone utilizing Ruby on Rails, the Nexmo Voice API, and Google Cloud Platform Speech to Text and Translate APIs. We will discuss adding it, along with your Nexmo API credentials, as environment variables in just a bit. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

Nexmo

JUNE 13, 2019

So, in this walkthrough, we are going to recreate the game of telephone utilizing Ruby on Rails, the Nexmo Voice API, and Google Cloud Platform Speech to Text and Translate APIs. We will discuss adding it, along with your Nexmo API credentials, as environment variables in just a bit. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

Quiq

JUNE 10, 2021

Share This Story During their annual F8 Refresh conference, Facebook announced the Messenger API for Instagram has exited beta and is now available to all businesses looking to forge deeper relationships with their customers through scalable, 1:1 conversations. The API is open to all businesses. Common Uses. Request a demo.

APIs 52

APIs Accountability CRM Personalization 52

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

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 121

Engineering APIs Sales Enterprise 121

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service to build generative AI applications with foundation models (FMs) from leading AI companies such as Anthropic, Mistral AI, Meta, Stability AI, Cohere, AI21 Labs, and Amazon through a single API. A second Lambda function invokes the Amazon Bedrock API.

APIs 118

APIs Government Engineering Accountability 118

AWS Machine Learning

NOVEMBER 26, 2024

Figure 1 presents the confusion matrix of the model’s responses. The analysts investigating the incident are presented with a series of events that occurred on the endpoint at the time the suspicious activity was detected. We used the InvokeModel API to interact with the model with minimal latency.

APIs 83

APIs Metrics SaaS Engineering 83

CSM Magazine

OCTOBER 28, 2020

API ( Application Programming Interface ) is considered an integral part of website and mobile app development. The API enables a mobile application to exchange data easily with other apps or platforms. The reasons for outsourcing API development. Outsourcing companies provide customized API development services.

APIs 40

APIs outsourcing Marketing Surveys 40

AWS Machine Learning

OCTOBER 30, 2024

Enabling Global Resiliency for an Amazon Lex bot is straightforward using the AWS Management Console , AWS Command Line Interface (AWS CLI), or APIs. You can see that the new Global Resiliency enabled version (Version 2) is replicated and the new alias BookHotelDemoAlias_GR is also present.

Chatbots 122

Chatbots Interactive Voice Response APIs Telecommunications 122

TechSee

FEBRUARY 16, 2023

Everyone here at TechSee is excited about the launch of our brand new “Open Integration Platform,” a full API platform that puts the visual customer experience front and center. Now with the open API, any potential integration becomes available to the more than 1000 businesses globally that have deployed TechSee’s technology.

Technology 109

Technology APIs Customer Experience CRM 109

AWS Machine Learning

JULY 30, 2024

Additionally, Q Business conversation APIs employ a layer of privacy protection by leveraging trusted identity propagation enabled by IAM Identity Center. Amazon Q Business comes with rich API support to perform administrative tasks or to build an AI-assistant with customized user experience for your enterprise.

APIs 134

APIs Enterprise Accountability Management 134

AWS Machine Learning

SEPTEMBER 25, 2023

In the architecture shown in the following diagram, users input text in the React -based web app, which triggers Amazon API Gateway , which in turn invokes an AWS Lambda function depending on the bias in the user text. Additionally, it highlights the specific parts of your input text related to each category of bias.

APIs 126

APIs Automotive Education Engineering 126

AWS Machine Learning

OCTOBER 15, 2024

Public speaking is a critical skill in today’s world, whether it’s for professional presentations, academic settings, or personal growth. Using LLMs trained on extensive data, Amazon Bedrock generates curated speech outputs to enhance the presentation delivery. The following diagram shows our solution architecture.

APIs 132

APIs Construction Engineering Accountability 132

AWS Machine Learning

SEPTEMBER 28, 2023

A Generative AI Gateway can help large enterprises control, standardize, and govern FM consumption from services such as Amazon Bedrock , Amazon SageMaker JumpStart , third-party model providers (such as Anthropic and their APIs), and other model providers outside of the AWS ecosystem. What is a Generative AI Gateway?

APIs 129

APIs Government Enterprise Engineering 129

AWS Machine Learning

NOVEMBER 13, 2023

You receive results through an API and pay only for what you use, with no minimum fees or upfront commitments. Solution overview The real-time personalized recommendations solution is implemented using Amazon Personalize , Amazon Simple Storage Service (Amazon S3) , Amazon Kinesis Data Streams , AWS Lambda , and Amazon API Gateway.

Personalization 126

Personalization APIs Accountability Engineering 126

AWS Machine Learning

OCTOBER 29, 2024

Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture. Batch inference in Amazon Bedrock efficiently processes large volumes of data using foundation models (FMs) when real-time results aren’t necessary.

APIs 134

APIs Call Center Accountability Engineering 134

AWS Machine Learning

NOVEMBER 13, 2024

This innovative feature empowers viewers to catch up with what is being presented, making it simpler to grasp key points and highlights, even if they have missed portions of the live stream or find it challenging to follow complex discussions. To launch the solution in a different Region, change the aws_region parameter accordingly.

APIs 137

APIs Scripts Accountability Entertainment 137

AWS Machine Learning

MARCH 26, 2024

The next stage is the extraction phase, where you pass the collected invoices and receipts to the Amazon Textract AnalyzeExpense API to extract financially related relationships between text such as vendor name, invoice receipt date, order date, amount due, amount paid, and so on. It is available both as a synchronous or asynchronous API.

APIs 131

APIs Construction Analytics Enterprise 131

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 134

APIs Advertising Enterprise Technology 134

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 130

Cloud contact Contact Center Chatbots APIs 130

AWS Machine Learning

NOVEMBER 17, 2023

User-generated content (UGC) presents complex challenges for safety. 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. Cost is an important consideration in any live stream moderation solution.

APIs 125

APIs Engineering Advertising Accountability 125

AWS Machine Learning

MAY 15, 2024

Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing. 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). We end with lessons learned.

Advertising 137

Advertising APIs Engineering Benchmark 137

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 143

Education APIs Engineering Banking 143

AWS Machine Learning

OCTOBER 31, 2024

These functions are now optional on both the SageMaker console and the CreateLabelingJob API. Create the labeling job using the CreateLabelingJob API You can also create the custom labeling job programmatically by using the AWS SDK to invoke the CreateLabelingJob API. Choose Preview to display the UI template for review.

APIs 126

APIs Engineering Feedback Management 126

AWS Machine Learning

MAY 1, 2024

This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment. This function invokes a set of actions associated with the agent, following a predefined API schema.

Chatbots 136

Chatbots APIs Engineering Automotive 136

AWS Machine Learning

OCTOBER 21, 2024

This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. However, hosting models presents its own unique set of challenges. Having a unified developer experience when accessing custom models or base models through Amazon Bedrock’s API.

APIs 143

APIs Scripts Finance Real estate 143

AWS Machine Learning

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. Clone the GitHub repo The solution presented in this post is available in the following GitHub repo. model in Amazon Bedrock.

Chatbots 133

Chatbots APIs Engineering Enterprise 133

AWS Machine Learning

AUGUST 22, 2024

The group and user IDs are mapped as follows: _group_ids – Group names are present on spaces, pages, and blogs where there are restrictions. _user_id – Usernames are present on the space, page, or blog where there are restrictions. On the API tokens page, choose Create API token. Group names are always lowercase.

APIs 126

APIs Enterprise Accountability Management 126

AWS Machine Learning

NOVEMBER 19, 2024

We showcase a variety of tools including database retrieval with Text2SQL, statistical models and visual charts with scientific libraries, biomedical literature search with public APIs and internal evidence, and medical image processing with Amazon SageMaker jobs. Each data modality presents a different view of a patient.

APIs 83

APIs Healthcare Engineering Banking 83

AWS Machine Learning

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Simply upload an image to the Amazon Bedrock console, and the API will detect watermarks embedded in images generated by the Amazon Titan model, including both the base model and customized versions.

APIs 119

APIs Government Best practices Metrics 119

CSM Magazine

OCTOBER 7, 2024

Concerns about security, fraud, and operational issues are hindering market growth, while the rise of API-based contact centers presents new opportunities.

Contact Center 52

Contact Center APIs Healthcare CRM 52

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. We will start by using the SageMaker Studio UI and then by using APIs.

Government 112

Government Management APIs Accountability 112