AWS Machine Learning

APRIL 30, 2024

Transcribe Call Analytics is a generative AI-powered API for generating highly accurate call transcripts and extracting conversation insights to improve customer experience, agent productivity, and supervisor productivity. Simply turn the feature on from the Amazon Transcribe console or using the start_call_analytics_job API.

Analytics 118

Analytics APIs Customer Service Entertainment 118

AWS Machine Learning

NOVEMBER 13, 2024

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. Interactions with Amazon Bedrock are handled by a Lambda function, which implements the application logic underlying an API made available using API Gateway.

APIs 130

APIs Scripts Accountability Entertainment 130

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 135

APIs Healthcare Scripts Enterprise 135

AWS Machine Learning

MARCH 4, 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, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Feedback 136

Feedback APIs Engineering Surveys 136

AWS Machine Learning

JANUARY 31, 2024

We use the IMDb and Box Office Mojo dataset to simulate a catalog for media and entertainment customers and showcase how you can build your own RAG solution in just a couple of steps. Solution overview The IMDb and Box Office Mojo Movies/TV/OTT licensable data package provides a wide range of entertainment metadata, including over 1.6

Chatbots 122

Chatbots Entertainment APIs Advertising 122

AWS Machine Learning

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway.

Advertising 127

Advertising APIs Education Analytics 127

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction. Saby Sahoo , is a senior solutions architect at AWS.

Marketing 115

Marketing APIs Banking Entertainment 115

AWS Machine Learning

OCTOBER 29, 2024

To enable the video insights solution, the architecture uses a combination of AWS services, including the following: Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at scale.

Engineering 110

Engineering APIs Sales Enterprise 110

AWS Machine Learning

NOVEMBER 18, 2024

It allows content creators to quickly generate high-quality, realistic images using simple English text prompts, and returns studio-quality images suitable for advertising, ecommerce, and entertainment. Users or applications submit a prompt as an API request. The following diagram illustrates the flow of events. Choose Next again.

APIs 105

APIs Entertainment Benchmark Advertising 105

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 123

APIs Scripts Entertainment Personalization 123

AWS Machine Learning

APRIL 5, 2023

Amazon Rekognition makes it easy to add this capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 100

APIs Entertainment Personalization Accountability 100

AWS Machine Learning

FEBRUARY 7, 2025

The implementation uses Slacks event subscription API to process incoming messages and Slacks Web API to send responses. The incoming event from Slack is sent to an endpoint in API Gateway, and Slack expects a response in less than 3 seconds, otherwise the request fails. He has been helping customers at AWS for the past 4.5

Entertainment 84

Entertainment APIs Technology Feedback 84

AWS Machine Learning

OCTOBER 27, 2023

You can use the following code to identify recommended items for users: get_recommendations_response = personalize_runtime.get_recommendations( recommenderArn = workshop_recommender_top_picks_arn, userId = str(user_id), numResults = number_of_movies_to_recommend) For more information, see the Amazon Personalize API reference.

Personalization 119

Personalization Marketing APIs Entertainment 119

AWS Machine Learning

AUGUST 15, 2022

You can get started without any prior machine learning (ML) experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. You can use the Amazon Personalize console or API to create a filter with your logic using the Amazon Personalize DSL (domain-specific language). It only takes a few minutes.

Personalization 97

Personalization APIs Entertainment Marketing 97

AWS Machine Learning

NOVEMBER 26, 2023

Gartner predicts that “by 2026, more than 80% of enterprises will have used generative AI APIs or models, or deployed generative AI-enabled applications in production environments, up from less than 5% in 2023.” FOX Corporation (FOX) produces and distributes news, sports, and entertainment content. “We

Personalization 121

Personalization Customer Experience APIs Entertainment 121

AWS Machine Learning

FEBRUARY 19, 2024

The advanced AI model understands complex instructions with multiple objects and returns studio-quality images suitable for advertising , ecommerce, and entertainment. An asynchronous API and Amazon OpenSearch Service connector make it easy to integrate the model into your neural search applications.

Scripts 131

Scripts APIs Entertainment Engineering 131

AWS Machine Learning

OCTOBER 2, 2024

Personalization can improve the user experience of shopping, entertainment, and news sites by using our past behavior to recommend the products and content that best match our interests. If the Amazon Q Business application is configured with IAM Identity Center, the AssumeRole API is called passing the IAM Identity Center token.

Personalization 119

Personalization APIs Enterprise Entertainment 119

AWS Machine Learning

MAY 21, 2024

Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions. Thanks to the unified Amazon Bedrock API, it’s easy to switch between models for experimentation and find the best model for each use case. Amazon DynamoDB serves as the primary database for 20 Minutes articles.

Advertising 138

Advertising APIs Engineering industry standards 138

AWS Machine Learning

DECEMBER 14, 2023

Text-to-image generation is a rapidly growing field of artificial intelligence with applications in a variety of areas, such as media and entertainment, gaming, ecommerce product visualization, advertising and marketing, architectural design and visualization, artistic creations, and medical imaging.

Entertainment 119

Entertainment Construction APIs Advertising 119

AWS Machine Learning

JANUARY 27, 2025

Nova Canvas, a state-of-the-art image generation model, creates professional-grade images from text and image inputs, ideal for applications in advertising, marketing, and entertainment. Visit the Amazon Bedrock console today to experiment with Nova Canvas and Nova Reel in the Amazon Bedrock Playground or using the APIs.

Engineering 109

Engineering Best practices Entertainment APIs 109

AWS Machine Learning

JULY 30, 2024

The response from API calls are displayed to the end-user. Estimated costs In addition to Amazon S3 costs associated with storing your media, the Mediasearch solution incurs usage costs from the Amazon Q, Amazon Kendra (if using an Amazon Kendra index), Amazon Transcribe, and Amazon API Gateway.

APIs 113

APIs Accountability Management Entertainment 113

AWS Machine Learning

NOVEMBER 30, 2023

About the Authors Mark Watkins is a Solutions Architect within the Media and Entertainment team, supporting his customers solve many data and ML problems. Amazon Titan has recently added a new embedding model to its collection, Titan Multimodal Embeddings. Let me know some of your feedback in the comments below.

Scripts 123

Scripts APIs Entertainment Accountability 123

AWS Machine Learning

AUGUST 3, 2022

In this section, we interact with the Boto3 API endpoints to update and search feature metadata. To begin improving feature search and discovery, you can add metadata using the update_feature_metadata API. You can search for features by using the SageMaker search API using metadata as search parameters.

APIs 98

APIs Engineering Entertainment Education 98

AWS Machine Learning

JUNE 21, 2023

Under Available OAuth Scopes , choose Manage user data via APIs (api). Under API (Enable OAuth Settings) , choose Manage Consumer Details. Outside of work, he enjoys woodworking and entertains friends and family (sometimes strangers) with sleight of hand card magic. Choose Save. Verify your identity if prompted.

Analytics 102

Analytics APIs CRM Contact Center 102

AWS Machine Learning

APRIL 18, 2024

When the user is authenticated, the web application establishes a secure GraphQL connection to the AWS AppSync API, and subscribes to receive real-time events such as new calls and call status changes for the meetings list page, and new or updated transcription segments and computed analytics for the meeting details page.

APIs 137

APIs Accountability Analytics Entertainment 137

3CLogic

AUGUST 18, 2020

If an enterprise has already invested in an on-premise telephony infrastructure but is starting to entertain the merits of migrating to the cloud, a Connector can be a good first step.

call center solutions 96

call center solutions Call Center Cloud contact CRM 96

AWS Machine Learning

JULY 15, 2024

However, traditional dubbing methods are costly ( about $20 per minute with human review effort ) and time consuming, making them a common challenge for companies in the Media & Entertainment (M&E) industry. This post shows you a cost-saving solution for video auto-dubbing.

Engineering 123

Engineering Entertainment Big data APIs 123

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 92

Real estate Finance APIs Construction 92

AWS Machine Learning

JUNE 27, 2023

The AI/ML architecture for EarthSnap is designed around a series of AWS services: Sagemaker Pipeline runs using one of the methods mentioned above (CodeBuild, API, manual) that trains the model and produces artifacts and metrics. The following diagram shows the EarthSnap AI/ML architecture.

Engineering 114

Engineering APIs Scripts Entertainment 114

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). Amazon Lex V2 getting started- Streaming APIs]([link] Expand the Advanced section and enter the same answer under Markdown Answer.

Chatbots 132

Chatbots APIs Self service Banking 132

AWS Machine Learning

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. The second component converts these extracted frames into vector embeddings directly by calling the Amazon Bedrock API with Amazon Titan Multimodal Embeddings.

APIs 119

APIs Accountability Entertainment Construction 119

AWS Machine Learning

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. To retrieve your Pinecone keys, open the Pinecone console and choose API Keys. embeddings. Python 3.10

APIs 123

APIs Entertainment Accountability Customer Experience 123

AWS Machine Learning

APRIL 4, 2024

A Lambda function performs the same data transformation operations as the batch ingestion job at the individual record level, and ingests the data into Amazon Personalize using the PutEvents and PutItems APIs. In this solution, you can also ingest certain items and interactions data attributes into Amazon DynamoDB.

Personalization 100

Personalization APIs Engineering Metrics 100

Pointillist

FEBRUARY 19, 2018

Most leading SaaS platforms have APIs and consider 3rd-party integrations to be a critical component of their value proposition. The world would be a beautiful place if all touchpoint data was available through APIs. Integrating with these touchpoints is the key to in-the-moment engagement. Business Context.

Customer Experience 111

Customer Experience Analytics APIs B2B 111

AWS Machine Learning

MARCH 27, 2024

Text-to-image models also enhance your customer experience by allowing for personalized advertising as well as interactive and immersive visual chatbots in media and entertainment use cases. The data remains in the same Region where the API call is processed. This process can be done both via the Amazon Bedrock console or APIs.

Accountability 121

Accountability APIs Engineering Entertainment 121

AWS Machine Learning

AUGUST 17, 2023

In the processing job API, provide this path to the parameter of submit_jars to the node of the Spark cluster that the processing job creates. You can use the API to create a dataset from a single or multiple feature groups, and output it as a CSV file or a pandas DataFrame.

APIs 98

APIs Engineering Scripts Analytics 98

AWS Machine Learning

APRIL 12, 2023

Games24x7 is one of India’s most valuable multi-game platforms and entertains over 100 million gamers across various skill games. For a single model registration we can use the ModelStep API to create a SageMaker model in registry. This is a guest blog post co-written with Hussain Jagirdar from Games24x7.

Scripts 107

Scripts APIs Metrics Best practices 107