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 111

Engineering APIs Sales Enterprise 111

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 120

Analytics APIs Customer Service Entertainment 120

AWS Machine Learning

JANUARY 6, 2023

Many AWS media and entertainment customers license IMDb data through AWS Data Exchange to improve content discovery and increase customer engagement and retention. In this post, we illustrate how to handle OOC by utilizing the power of the IMDb dataset (the premier source of global entertainment metadata) and knowledge graphs.

Entertainment 98

Entertainment APIs Scripts Analytics 98

AWS Machine Learning

MAY 7, 2024

Growing in the media and entertainment space, Veritone solves media management, broadcast content, and ad tracking issues. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The metadata generated for each video by the APIs is processed and stored with timestamps.

APIs 127

APIs Advertising Entertainment Metrics 127

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 134

Advertising APIs Education Analytics 134

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 112

Marketing APIs Banking Entertainment 112

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 117

Personalization APIs Enterprise Entertainment 117

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 115

Chatbots Entertainment APIs Advertising 115

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 134

APIs Healthcare Scripts Enterprise 134

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 94

Real estate Finance APIs Construction 94

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 90

Government Management APIs Accountability 90

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 122

APIs Scripts Entertainment Personalization 122

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 92

APIs Entertainment Personalization Accountability 92

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 126

Personalization Customer Experience APIs Entertainment 126

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 121

Feedback APIs Engineering Surveys 121

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 112

Personalization Marketing APIs Entertainment 112

AWS Machine Learning

OCTOBER 21, 2024

The agent can use company APIs and external knowledge through Retrieval Augmented Generation (RAG). When creating agents that use action groups , you can specify your function definitions as a JSON object to the agent or provide an API schema in the OpenAPI schema format.

Best practices 90

Best practices APIs Entertainment Construction 90

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 108

APIs Accountability Management Entertainment 108

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 82

Personalization APIs Entertainment Marketing 82

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 120

Entertainment Construction APIs Advertising 120

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 120

Scripts APIs Entertainment Accountability 120

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 123

Scripts APIs Entertainment Engineering 123

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 89

Analytics APIs CRM Contact Center 89

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 121

Engineering Entertainment Big data Benchmark 121

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 92

APIs Engineering Entertainment Education 92

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. In Part 1, we focus on creating accurate and reliable agents.

Best practices 98

Best practices APIs Metrics Accountability 98

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 128

Advertising APIs Engineering industry standards 128

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 99

Personalization APIs Engineering Metrics 99

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 130

APIs Accountability Analytics Entertainment 130

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 118

Engineering APIs Scripts Entertainment 118

AWS Machine Learning

JANUARY 25, 2023

In this post, we provide an overview of how to deploy and run inference with the Stable Diffusion upscaler model in two ways: via JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK. In his spare time Heiko travels as much as possible.

Scripts 85

Scripts APIs Real estate Entertainment 85

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 122

APIs Entertainment Accountability Customer Experience 122

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 109

APIs Accountability Entertainment Construction 109

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 127

Chatbots APIs Self service Banking 127

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. The dispersed team model is now being adopted by other industries, such as media and entertainment.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. The dispersed team model is now being adopted by other industries, such as media and entertainment.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

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 86

APIs Engineering Scripts Analytics 86