AWS Machine Learning

MARCH 1, 2024

For example, consider the following query: What is the cost of the book " " on ? For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable.

APIs 102

APIs Finance Chatbots Enterprise 102

Help Scout

SEPTEMBER 2, 2021

In our examples below, we’ve chosen to use a SaaS (software as a service) product that helps users build and design websites. An example: At ABC Website Company, we help companies and individuals build beautiful, impactful websites that their customers love. Working with users who want to design sites using our API.

Technical Support 102

Technical Support Engineering APIs Education 102

AWS Machine Learning

FEBRUARY 29, 2024

At Deutsche Bahn, a dedicated AI platform team manages and operates the SageMaker Studio platform, and multiple data analytics teams within the organization use the platform to develop, train, and run various analytics and ML activities.

APIs 92

APIs Construction Transportation Analytics 92

AWS Machine Learning

NOVEMBER 17, 2023

The structured prompts include a sequence of question-thought-action-observation examples. The action is an API that the model can invoke from an allowed set of APIs. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. The following diagram depicts the agent structure.

APIs 81

APIs Customer Service Construction Analytics 81

AWS Machine Learning

NOVEMBER 14, 2023

It offers a range of ML models that can be either pre-trained or customized through API interfaces. The Amazon Comprehend Toxicity Detection API assigns an overall toxicity score to text content, ranging from 0–1, indicating the likelihood of it being toxic. Every text segment in the request is handled independently.

APIs 86

APIs Advertising Personalization Analytics 86

AWS Machine Learning

MAY 7, 2024

Founded in 2014, Veritone empowers people with AI-powered software and solutions for various applications, including media processing, analytics, advertising, and more. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The following diagram illustrates the solution architecture.

APIs 98

APIs Advertising Entertainment Metrics 98

AWS Machine Learning

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. This example represents our willingness to bid 1.65 This example represents our willingness to bid 1.65

Marketing 71

Marketing Analytics APIs Engineering 71

AWS Machine Learning

APRIL 5, 2024

Gramener’s GeoBox solution empowers users to effortlessly tap into and analyze public geospatial data through its powerful API, enabling seamless integration into existing workflows. With the SearchRasterDataCollection API, SageMaker provides a purpose-built functionality to facilitate the retrieval of satellite imagery.

APIs 97

APIs Engineering Analytics Healthcare 97

AWS Machine Learning

NOVEMBER 10, 2023

Addressing privacy Amazon Comprehend already addresses privacy through its existing PII detection and redaction abilities via the DetectPIIEntities and ContainsPIIEntities APIs. Note that DetectToxicContent is a new API, whereas ClassifyDocument is an existing API that now supports prompt safety classification.

APIs 89

APIs Chatbots Analytics Personalization 89

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 109

Education APIs Engineering Banking 109

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. For example, an advertiser might have static images of their product against a white background. The Amazon API Gateway receives the PUT request (step 1).

Advertising 96

Advertising APIs Engineering Benchmark 96

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

Analytics 67

Analytics Engineering APIs Metrics 67

AWS Machine Learning

MARCH 10, 2023

Example use cases for this could be payment processing or high-volume account creation. The source of the data could be a system that generates these transactions—for example, ecommerce or banking. Call the Amazon Fraud Detector API using the GetEventPrediction action. An example use case is claims processing.

APIs 109

APIs Banking Accountability Analytics 109

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government APIs Metrics 93

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 95

Analytics APIs Engineering Construction 95

AWS Machine Learning

MARCH 1, 2024

Machine learning (ML) technologies continually improve and power the contact center customer experience by providing solutions for capabilities like self-service bots, live call analytics, and post-call analytics. For Event Source Suffix , enter a suffix (for example, genesys-eb-poc-demo ). Save your configuration. Choose Save.

Chatbots 88

Chatbots APIs Self service Contact Center 88

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 79

APIs Automotive Education Engineering 79

AWS Machine Learning

APRIL 18, 2024

For Meeting Assist Bedrock Knowledge Base Id (existing) , enter your existing knowledge base ID (for example, JSXXXXX3D8 ). If the meeting app (for example, Zoom.us) is supported by the LMA extension, the user’s name, meeting name, and active speaker names are automatically detected by the extension.

APIs 102

APIs Accountability Analytics Entertainment 102

AWS Machine Learning

MARCH 19, 2024

Multi-shot prompting provides additional context to the FM by showing it several examples of desired outputs for similar prompts, boosting accuracy and consistency. After the similarity search, the top similar examples, including NLQ questions, data schema, and Python codes, are inserted in a custom prompt.

Construction 108

Construction Scripts APIs Enterprise 108

JivoChat

AUGUST 7, 2023

To build effective strategies that reach your target audience and turn them into customers, it’s important to develop campaigns on multiple communication channels, for example, email, social media advertising, and SMS. Integrate the landing page with Google Analytics to see how people interact with the content.

APIs 75

APIs Sales Analytics CRM 75

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 88

APIs Technology Healthcare Sales 88

AWS Machine Learning

FEBRUARY 9, 2023

In this post, we discuss the benefits of the AnalyzeDocument Signatures feature and how the AnalyzeDocument Signatures API helps detect signatures in documents. How AnalyzeDocument Signatures detects signatures in documents The AnalyzeDocument API has four feature types: Forms, Tables, Queries, and Signatures.

APIs 77

APIs Best practices Banking Enterprise 77

AWS Machine Learning

SEPTEMBER 22, 2022

Today, we’re excited to announce the new synchronous API for targeted sentiment in Amazon Comprehend, which provides a granular understanding of the sentiments associated with specific entities in input documents. The following is an example of using targeted sentiment for a movie review.

APIs 64

APIs Contact Center Feedback Analytics 64

AWS Machine Learning

MAY 30, 2024

Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. The following is an example of a prompt used in VitechIQ: """You are Jarvis, a chatbot designed to assist and engage in conversations with humans.

Chatbots 91

Chatbots Engineering APIs Technology 91

AWS Machine Learning

NOVEMBER 6, 2023

We also show how to get started quickly using the latest version of our open source solution, Live Call Analytics with Agent Assist. The following screenshot shows an example of the Live Call Analytics with Agent Assist call details page, which contains information about each call.

Contact Center 98

Contact Center CRM Analytics Average Handle Time 98

AWS Machine Learning

MAY 5, 2023

Specifically, we use the example of architecture diagrams for complex images due to their incorporation of numerous different visual icons and text. For example, if a user tried to search for a specific type of blue bottle, results of many different types of blue bottles will be displayed.

Engineering 100

Engineering APIs Scripts Enterprise 100

AWS Machine Learning

MARCH 22, 2023

Snowflake is an AWS Partner with multiple AWS accreditations, including AWS competencies in machine learning (ML), retail, and data and analytics. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. Configure Snowflake. Configure SageMaker Studio.

APIs 77

APIs Engineering Analytics Scripts 77

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 106

APIs Healthcare Scripts Enterprise 106

AWS Machine Learning

JUNE 15, 2023

It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. ACT allows you to customize translation output on the fly by providing tailored translation examples in the form of parallel data.

APIs 71

APIs Benchmark Best practices Engineering 71

AWS Machine Learning

SEPTEMBER 28, 2023

Customers are applying generative AI to new use cases; for example, Lonely Planet, a premier travel media company, worked with our Generative AI Innovation Center to introduce a scalable AI platform that organizes book content in minutes to deliver cohesive, highly accurate travel recommendations, reducing itinerary generation costs by nearly 80%.

APIs 110

APIs Enterprise Best practices Government 110

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 88

APIs Metrics Consulting Consulting 88

AWS Machine Learning

AUGUST 4, 2023

Although we use a specific algorithm to train the model in our example, you can use any algorithm that you find appropriate for your use case. When a version of the model in the Amazon SageMaker Model Registry is approved, the endpoint is exposed as an API with Amazon API Gateway using a custom Salesforce JSON Web Token (JWT) authorizer.

APIs 75

APIs Scripts Management Accountability 75

AWS Machine Learning

AUGUST 17, 2022

Streaming APIs : The streaming APIs ( PutEvents , PutUsers , and PutItems ) are designed to incrementally update each respective dataset in real-time. For example, after you have trained your model and launched your campaign, your users continue to generate interactions data. Code example. CreateDatasetImportJob.

Personalization 74

Personalization APIs Enterprise Engineering 74

AWS Machine Learning

AUGUST 17, 2023

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, ML, and application development. Prerequisites To continue with the examples in this post, you need to create the required AWS resources. For this post, we attached the AmazonS3FullAccess policy to the IAM role.

APIs 71

APIs Engineering Scripts Analytics 71

CallSource Insights

NOVEMBER 15, 2018

How to setup some of the most common Google Analytics filters and how you can use them to customize your own view filters and organize your traffic for marketing success. Setting up Google Analytics is simple: you add the script to the right place on your website and you are good to go. Error checking for analytics. The Account.

Analytics 70

Analytics Accountability Marketing APIs 70

AWS Machine Learning

OCTOBER 31, 2023

An example of account linking would be to identify the relationship between Amazon and its subsidiary, Whole Foods Market [ source ]. We address that information cutoff by coupling the LLM with a Google Search API to deliver a powerful Retrieval Augmented LLM (RAG) that addresses Schneider Electric’s challenges.

Healthcare 94

Healthcare APIs Engineering Accountability 94

AWS Machine Learning

AUGUST 26, 2022

In the final phase of the process, the extracted and validated data is sent to downstream systems for further storage, processing, or data analytics. The following is a high-level overview of the steps involved: Extract UTF-8 encoded plain text from image or PDF files using the Amazon Textract DetectDocumentText API.

APIs 82

APIs Banking Accountability Analytics 82