APIs, Big data and Demo - Customer Contact Central

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

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

APIs Scripts Accountability Construction

How Formula 1® uses generative AI to accelerate race-day issue resolution

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

APIs Engineering Metrics Big data

Secure Amazon SageMaker Studio presigned URLs Part 3: Multi-account private API access to Studio

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs

APIs Accountability Scripts Enterprise

Build a custom UI for Amazon Q Business

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.

APIs

APIs Enterprise Accountability Feedback

Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs

APIs Healthcare Scripts Enterprise

Generate images from text with the stable diffusion model on Amazon SageMaker JumpStart

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. If you want to jump straight into the JumpStart API code we go through in this post, you can refer to the following sample Jupyter notebook: Introduction to JumpStart – Text to Image.

APIs

APIs Scripts Enterprise Big data

Run text generation with GPT and Bloom models on Amazon SageMaker JumpStart

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. JumpStart overview. Solution overview.

APIs

APIs Scripts Enterprise Big data

Video auto-dubbing using Amazon Translate, Amazon Bedrock, and Amazon Polly

AWS Machine Learning

JULY 15, 2024

Yaoqi Zhang is a Senior Big Data Engineer at Mission Cloud. Adrian Martin is a Big Data/Machine Learning Lead Engineer at Mission Cloud. He holds multiple AWS Certifications and has extensive experience working with high-tier AWS partners. He has extensive experience in English/Spanish interpretation and translation.

Engineering

Engineering Entertainment Big data APIs

Run image segmentation with Amazon SageMaker JumpStart

AWS Machine Learning

AUGUST 26, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform semantic segmentation with JumpStart, both via the Studio UI and via JumpStart APIs. Solution overview.

APIs

APIs Scripts Enterprise Big data

Design secure generative AI application workflows with Amazon Verified Permissions and Amazon Bedrock Agents

AWS Machine Learning

OCTOBER 14, 2024

Agents automatically call the necessary APIs to interact with the company systems and processes to fulfill the request. The App calls the Claims API Gateway API to run the claims proxy passing user requests and tokens. Claims API Gateway runs the Custom Authorizer to validate the access token.

APIs

APIs Construction Government Big data

Improve governance of your machine learning models with Amazon SageMaker

AWS Machine Learning

DECEMBER 1, 2022

Organizations can dive deep to identify which models have missing or inactive monitors and add them using SageMaker APIs to ensure all models are being checked for data drift, model drift, bias drift, and feature attribution drift. The following screenshot shows an example of the Model dashboard.

Government

Government Metrics APIs Engineering

Fine-tune and deploy a summarizer model using the Hugging Face Amazon SageMaker containers bringing your own script

AWS Machine Learning

JULY 29, 2022

Amazon SageMaker is a fully managed service that provides developers and data scientists the ability to build, train, and deploy machine learning (ML) models quickly. The SageMaker Python SDK provides open-source APIs and containers to train and deploy models on SageMaker, using several different ML and deep learning frameworks.

Scripts

Scripts APIs Big data Engineering

How SaaS Software Can Help Sync Your Sales & Support Teams

aircall

APRIL 16, 2021

SaaS works well for a variety of general use cases, including: Data backup. Big data analytics. Flexibility – SaaS uses an open API (application programming interface) technology. 4) Investing too much time on product demos. A demo is an opportunity to spark someone’s interest in your products and services.

SaaS

SaaS Sales Coaching APIs

Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

AWS Machine Learning

JUNE 3, 2024

This instance configuration is sufficient for the demo. You can change the configuration later from the SageMaker Canvas UI or using SageMaker APIs. He helps customers implement big data, machine learning, analytics solutions, and generative AI implementations. Set Instance count to 1. Choose Deploy.

Surveys

Surveys Metrics Analytics Engineering

Build and train computer vision models to detect car positions in images using Amazon SageMaker and Amazon Rekognition

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. Aamna Najmi is a Data Scientist with AWS Professional Services.

APIs

APIs Scripts Engineering Technical Support

UCcaS,CCaaS,CPaaS – Everything You Need to Know

Hodusoft

AUGUST 30, 2022

Businesses of every size, type, and industry can benefit from using cloud services for a variety of reasons such as: Data backup Software development and testing Email Disaster recovery Virtual desktops Big data analytics Customer-facing web applications, and more. Get a Free Demo. Start Growing With HoduSoft UC Systems.

Interactive Voice Response

Interactive Voice Response APIs Contact Center voip

How AI can help you deliver an 11-star customer experience

Hello Customer

JUNE 21, 2023

In 2018 we saw a similar evolution in the data space. Up until then, organizations often used big data warehouses to centralize all their data. The downside was that that data never fitted a specific use case: the finance department wants to see data in a different way than the product or marketing team.

Customer Experience

Customer Experience Engineering Feedback Finance

Top 20 SaaS Companies in Brazil

SmartKarrot

FEBRUARY 3, 2022

EBANX features hosted pages, and developer APIs, among other features. Neoway is a market intelligence and Big Data platform that provides companies with important insights to help them grow. The company’s product SIMM, a sophisticated market data analytics platform, allows it to deliver accurate insights. Hi Platform.

SaaS

SaaS Real estate Construction Transportation

Rule-Based Automation Is Out: Intelligent Automation Is In!

SmartKarrot

NOVEMBER 23, 2021

RPA, also known as software robotics, uses automation technology to build, deploy, and manage software robots that take over back-office tasks of humans such as extracting data, filling forms, etc. Interpret big data. Industries collect mounds and mounds of data in a single day. Learn more!

Calibration

Calibration Automotive Big data Chatbots

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

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 following demo shows Agent Creator in action.

Enterprise

Enterprise APIs Engineering Government

How SnapLogic built a text-to-pipeline application with Amazon Bedrock to translate business intent into action

AWS Machine Learning

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more.

APIs

APIs Engineering SaaS Enterprise

Build and deploy a UI for your generative AI applications with AWS and Python

AWS Machine Learning

NOVEMBER 6, 2024

In this post, we explore a practical solution that uses Streamlit , a Python library for building interactive data applications, and AWS services like Amazon Elastic Container Service (Amazon ECS), Amazon Cognito , and the AWS Cloud Development Kit (AWS CDK) to create a user-friendly generative AI application with authentication and deployment.

Construction

Construction APIs Big data Best practices

Real value, real time: Production AI with Amazon SageMaker and Tecton

AWS Machine Learning

DECEMBER 4, 2024

Tecton accommodates these latency requirements by integrating with both disk-based and in-memory data stores, supporting in-memory caching, and serving features for inference through a low-latency REST API, which integrates with SageMaker endpoints. Now we can complete our fraud detection use case.

Engineering

Engineering APIs Airlines Government

Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry

AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. We walk through an example notebook to demonstrate how you can use this unification during the model development data science lifecycle.

Government

Government Engineering Metrics APIs

Customer Contact Central

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

How Formula 1® uses generative AI to accelerate race-day issue resolution

Trending Sources

Secure Amazon SageMaker Studio presigned URLs Part 3: Multi-account private API access to Studio

Build a custom UI for Amazon Q Business

Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

Generate images from text with the stable diffusion model on Amazon SageMaker JumpStart

Run text generation with GPT and Bloom models on Amazon SageMaker JumpStart

Video auto-dubbing using Amazon Translate, Amazon Bedrock, and Amazon Polly

Run image segmentation with Amazon SageMaker JumpStart

Design secure generative AI application workflows with Amazon Verified Permissions and Amazon Bedrock Agents

Improve governance of your machine learning models with Amazon SageMaker

Fine-tune and deploy a summarizer model using the Hugging Face Amazon SageMaker containers bringing your own script

How SaaS Software Can Help Sync Your Sales & Support Teams

Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

Build and train computer vision models to detect car positions in images using Amazon SageMaker and Amazon Rekognition

UCcaS,CCaaS,CPaaS – Everything You Need to Know

How AI can help you deliver an 11-star customer experience

Top 20 SaaS Companies in Brazil

Rule-Based Automation Is Out: Intelligent Automation Is In!

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

How SnapLogic built a text-to-pipeline application with Amazon Bedrock to translate business intent into action

Build and deploy a UI for your generative AI applications with AWS and Python

Real value, real time: Production AI with Amazon SageMaker and Tecton

Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry

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