AWS Machine Learning

AUGUST 2, 2024

With GraphStorm, you can build solutions that directly take into account the structure of relationships or interactions between billions of entities, which are inherently embedded in most real-world data, including fraud detection scenarios, recommendations, community detection, and search/retrieval problems. Specifically, GraphStorm 0.3

APIs 114

APIs Benchmark Construction Enterprise 114

AWS Machine Learning

JULY 31, 2024

The new ApplyGuardrail API enables you to assess any text using your preconfigured guardrails in Amazon Bedrock, without invoking the FMs. In this post, we demonstrate how to use the ApplyGuardrail API with long-context inputs and streaming outputs. For example, you can now use the API with models hosted on Amazon SageMaker.

APIs 120

APIs Banking Best practices Engineering 120

Cisco - Contact Center

JANUARY 30, 2024

Major data breaches are on the rise, and APIs are increasingly being used to gain access to sensitive data. The reasons for this are twofold: APIs are the first line of defense into an application… Read more on Cisco Blogs

APIs 98

APIs 98

Cisco - Contact Center

NOVEMBER 30, 2023

A Dashboard Designed for Developers APIs serve as the bridges that enable different software systems to communicate, facilitating the flow of data and functionality. For developers, APIs are the… Read more on Cisco Blogs

APIs 98

APIs Management 98

AWS Machine Learning

SEPTEMBER 20, 2024

These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. Amazon Bedrock Agents offers developers the ability to build and configure autonomous agents in their applications.

APIs 103

APIs Chatbots Construction Engineering 103

Cisco - Contact Center

APRIL 25, 2023

APIs are the linchpins of modern IT. They’re a way for applications to share data and functionality at arm’s length, without merging code. In a cloud-native approach to development, this is important … Read more on Cisco Blogs

APIs 93

APIs 93

AWS Machine Learning

JULY 18, 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. Create and ingest data and metadata into the knowledge base. txt.metadata.json.

APIs 120

APIs Engineering Enterprise Management 120

AWS Machine Learning

MAY 30, 2024

The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale. Although CBRE provides customers their curated best-in-class dashboards, CBRE wanted to provide a solution for their customers to quickly make custom queries of their data using only natural language prompts.

Real estate 126

Real estate APIs Metrics Construction 126

Nexmo

AUGUST 4, 2020

The Vonage Voice API WebSockets feature recently left Beta status and became generally available. A single WebSocket connection can enable text and binary data communication continuously, with only a single connection opened. Vonage API Account. To complete this tutorial, you will need a Vonage API account.

APIs 125

APIs Accountability 125

AWS Machine Learning

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. It allows you to retrieve data from sources beyond the foundation model, enhancing prompts by integrating contextually relevant retrieved data.

Chatbots 122

Chatbots APIs Engineering Automotive 122

AWS Machine Learning

NOVEMBER 29, 2023

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. Amazon SageMaker notebook jobs allow data scientists to run their notebooks on demand or on a schedule with a few clicks in SageMaker Studio.

APIs 103

APIs Management Engineering Big data 103

AWS Machine Learning

JUNE 12, 2024

The main idea is to supply historic data to an ML algorithm that can identify patterns from the past and then use those patterns to estimate likely values about unseen periods in the future. Agribusinesses forecast crop yields using weather data like rainfall, temperature, humidity, and more.

APIs 119

APIs Airlines Sales Management 119

delighted

APRIL 20, 2021

Today, we’re very excited to announce a long-waited enhancement to Autopilot, the Autopilot API. With these new Autopilot REST API endpoints, you’ll be able to add, update, and remove customers from your survey list automatically – no more manual uploads necessary. every 3, 6, or 12 months). Inspired to start collecting feedback?

APIs 90

APIs Surveys Feedback Customer Experience 90

AWS Machine Learning

JANUARY 5, 2024

Many organizations have been using a combination of on-premises and open source data science solutions to create and manage machine learning (ML) models. Data science and DevOps teams may face challenges managing these isolated tool stacks and systems.

Management 129

Management APIs Engineering Government 129

Callminer

SEPTEMBER 8, 2023

release including enhancements to bulk export API capabilities, giving customers even more control over their data. Bruce McMahon, VP of Product Management, shares updates from the 2023.09

APIs 402

APIs Management 402

AWS Machine Learning

OCTOBER 11, 2024

This post dives deep into Amazon Bedrock Knowledge Bases , which helps with the storage and retrieval of data in vector databases for RAG-based workflows, with the objective to improve large language model (LLM) responses for inference involving an organization’s datasets.

APIs 99

APIs Enterprise Engineering Government 99

AWS Machine Learning

DECEMBER 7, 2022

The solution uses the Amazon Rekognition APIs DetectFaces for face detection and CompareFaces for face comparison. We think of those APIs as stateless APIs because they don’t depend on an Amazon Rekognition face collection. Then we discuss how to scale the stateless APIs to overcome some Regional limitations.

APIs 76

APIs Enterprise 76

CSM Magazine

DECEMBER 27, 2023

Automated API testing stands as a cornerstone in the modern software development cycle, ensuring that applications perform consistently and accurately across diverse systems and technologies. Continuous learning and adaptation are essential, as the landscape of API technology is ever-evolving.

APIs 52

APIs Benchmark Best practices Technology 52

AWS Machine Learning

MARCH 22, 2023

In this post, we show how to configure a new OAuth-based authentication feature for using Snowflake in Amazon SageMaker Data Wrangler. Snowflake is a cloud data platform that provides data solutions for data warehousing to data science. For more information about prerequisites, see Get Started with Data Wrangler.

APIs 88

APIs Engineering Analytics Scripts 88

Genroe

AUGUST 20, 2024

Discover why API integration between SaaS platforms can be challenging despite claims of easy connectivity. Learn about webhooks and data pumps The post When APIs Don’t Talk: The Digital Standoff for Non-Technical Users appeared first on Genroe | Customer Experience | Net Promoter Score.

APIs 40

APIs SaaS Customer Experience 40

AWS Machine Learning

APRIL 9, 2024

With Knowledge Bases for Amazon Bedrock , you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). Access to additional data helps the model generate more relevant, context-specific, and accurate responses without retraining the FMs. Choose Test knowledge base.

APIs 132

APIs Engineering Healthcare Education 132

AWS Machine Learning

SEPTEMBER 19, 2024

Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data sources for Retrieval Augmented Generation (RAG) to deliver more relevant, accurate, and customized responses. See Data source connectors for the full list of supported data source connectors.

APIs 88

APIs Accountability Management Engineering 88

AWS Machine Learning

OCTOBER 4, 2022

Near-real-time delivery of data and insights enable businesses to rapidly respond to their customers’ needs. Real-time data can come from a variety of sources, including social media, IoT devices, infrastructure monitoring, call center monitoring, and more. After that, documents are free of PII entities and users can consume the data.

APIs 98

APIs Banking Analytics Accountability 98

AWS Machine Learning

NOVEMBER 27, 2023

However, these models require massive amounts of clean, structured training data to reach their full potential. Most real-world data exists in unstructured formats like PDFs, which requires preprocessing before it can be used effectively. According to IDC , unstructured data accounts for over 80% of all business data today.

Engineering 92

Engineering APIs Big data Accountability 92

AWS Machine Learning

JUNE 30, 2022

In this post, we will continue to build on top of the previous solution to demonstrate how to build a private API Gateway via Amazon API Gateway as a proxy interface to generate and access Amazon SageMaker presigned URLs. The user invokes createStudioPresignedUrl API on API Gateway along with a token in the header.

APIs 89

APIs Enterprise Big data Accountability 89

AWS Machine Learning

OCTOBER 31, 2024

The solution integrates large language models (LLMs) with your organization’s data and provides an intelligent chat assistant that understands conversation context and provides relevant, interactive responses directly within the Google Chat interface. The following figure illustrates the high-level design of the solution.

APIs 121

APIs Scripts Accountability Construction 121

Babelforce

OCTOBER 20, 2021

An API is an application programming interface. You can think of an API as a sort of universal translator. Different software applications have their own ways of “talking” and the API makes sure that they can “talk” to each other. APIs in action: a practical example. How APIs improves customer experience.

APIs 52

APIs Airlines Contact Center Upselling 52

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. At this point, you need to consider the use case and data isolation requirements.

Enterprise 109

Enterprise APIs Government Accountability 109

AWS Machine Learning

APRIL 11, 2023

These customers need to balance governance, security, and compliance against the need for machine learning (ML) teams to quickly access their data science environments in a secure manner. The workflow steps are as follows: The user authenticates with the Amazon Cognito user pool and receives a token to consume the Studio access API.

APIs 77

APIs Accountability Scripts Enterprise 77

AWS Machine Learning

JUNE 26, 2024

Financial analysts and research analysts in capital markets distill business insights from financial and non-financial data, such as public filings, earnings call recordings, market research publications, and economic reports, using a variety of tools for data mining.

APIs 119

APIs Engineering Marketing Enterprise 119

AWS Machine Learning

NOVEMBER 1, 2024

Druva enables cyber, data, and operational resilience for thousands of enterprises, and is trusted by 60 of the Fortune 500. Customers use Druva Data Resiliency Cloud to simplify data protection, streamline data governance, and gain data visibility and insights. Generate and invoke private API calls.

APIs 106

APIs Scripts Engineering Government 106

AWS Machine Learning

AUGUST 14, 2024

Amazon Q Business is a fully managed, generative artificial intelligence (AI)-powered assistant that helps enterprises unlock the value of their data and knowledge. At the core of this capability are native data source connectors that seamlessly integrate and index content from multiple repositories into a unified index.

Enterprise 115

Enterprise APIs Engineering Accountability 115

AWS Machine Learning

FEBRUARY 1, 2023

Amazon Rekognition has two sets of APIs that help you moderate images or videos to keep digital communities safe and engaged. One approach to moderate videos is to model video data as a sample of image frames and use image content moderation models to process the frames individually.

APIs 73

APIs Scripts Metrics Surveys 73

AWS Machine Learning

JUNE 13, 2023

Implementing a modern data architecture provides a scalable method to integrate data from disparate sources. By organizing data by business domains instead of infrastructure, each domain can choose tools that suit their needs. However, realizing the full benefits requires overcoming some challenges.

APIs 83

APIs Finance Engineering Analytics 83

AWS Machine Learning

SEPTEMBER 23, 2024

This is where synthetic data generation comes into play. With synthetic data, you can streamline the evaluation process and gain confidence in your system’s capabilities before unleashing it to the real world. This post explains how to use Anthropic Claude on Amazon Bedrock to generate synthetic data for evaluating your RAG system.

APIs 84

APIs Best practices Engineering Enterprise 84

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. Introducing Amazon Rekognition Custom Moderation You can now enhance the accuracy of the Rekognition moderation model for your business-specific data with the Custom Moderation feature.

APIs 127

APIs Best practices Advertising Accountability 127

Call Design

NOVEMBER 4, 2021

This is a question that is asked a lot in businesses where data needs to be extracted from various sources and collated. As technology and security increase, so too does the tightening around access and use of said data, especially within the contact centre. The post Getting Data from your WFM System appeared first on Call Design.

industry standards 148

industry standards APIs SaaS Accountability 148