AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. For example, an advertiser might have static images of their product against a white background.

Generative AI 98

Generative AI Artificial Inteligence Advertising Technical Review 98

AWS Machine Learning - AI

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 99

AWS Lambda Applications Generative AI 99

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. The following are some example prompts: Create a new claim.

Knowledge Base 116

Knowledge Base Insurance Lambda AWS 116

AWS Machine Learning - AI

APRIL 8, 2024

RAG combines information retrieval with natural language generation to produce more insightful responses. When prompted, RAG first searches text corpora to retrieve the most relevant examples to the input. During response generation, the model considers these examples to augment its capabilities. Query the knowledge base.

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

Artificial Inteligence 103

Artificial Inteligence Lambda Generative AI Knowledge Base 103

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 104

Generative AI Artificial Inteligence AWS Serverless 104

AWS Machine Learning - AI

MAY 7, 2024

This post presents a solution to automatically generate a meeting summary from a recorded virtual meeting (for example, using Amazon Chime ) with several participants. The recording is transcribed to text using Amazon Transcribe and then processed using Amazon SageMaker Hugging Face containers to generate the meeting summary.

Artificial Inteligence 100

Artificial Inteligence Meeting Generative AI AWS 100

AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). For example, they may need to track the usage of FMs across teams, chargeback costs and provide visibility to the relevant cost center in the LOB.

Lambda 124

Lambda Generative AI AWS Microservices 124

AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

Generative AI 89

Generative AI eCommerce Lambda AWS 89

AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. We devised an example task to create a price heatmap of Airbnb listings in New York. Upon running the CLI, it will create a geospatial-agent-session-storage folder to store local data. Each of these subtasks are sent to Claude 2 to solve separately.

Generative AI 88

Generative AI Artificial Inteligence AWS Meeting 88

AWS Machine Learning - AI

MAY 22, 2024

Customers can more easily locate products that have correct descriptions, because it allows the search engine to identify products that match not just the general category but also the specific attributes mentioned in the product description. In this post, we demonstrate how to fine-tune BLIP-2 for a domain-specific use case.

Fashion 104

Fashion Artificial Inteligence Generative AI AWS 104

AWS Machine Learning - AI

FEBRUARY 19, 2024

For example, a chatbot could suggest products that match a shopper’s preferences and past purchases, explain details in language adapted to the user’s level of expertise, or provide account support by accessing the customer’s specific records. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 95

Knowledge Base Artificial Inteligence Applications Lambda 95

AWS Machine Learning - AI

APRIL 11, 2024

Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents. For example, the following is the syntax used for search.

Artificial Inteligence 96

Artificial Inteligence Lambda AWS Machine Learning 96

AWS Machine Learning - AI

DECEMBER 22, 2023

Although new components have worked their way into the compute layer (fine-tuning, prompt engineering, model APIs) and storage layer (vector databases), the need for observability remains. In this example, we use a context-enabled QA application. on(Select.Record.calls[0].args.args[0]).on_output() args.args[0]).on_output()

Artificial Inteligence 89

Artificial Inteligence Training Metrics Off-The-Shelf 89

AWS Machine Learning - AI

NOVEMBER 30, 2023

In this example, you take a sentence that describes Werner Vogels wearing white scarfs while travelling around India. At a high level, an image is uploaded to Amazon Simple Storage Service (Amazon S3) and the metadata is extracted including the embedding of the image. You submit an article or some text using the UI.

AWS 89

AWS Lambda Generative AI Applications 89

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

Generative AI 122

Generative AI AWS Artificial Inteligence Software Review 122

CIO

MARCH 6, 2023

The speed of innovation is really starting to accelerate,” says Jefferson Frazer, director of edge compute, delivery, and storage at Shutterstock, which is headquartered in the Empire State Building. “If Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application.

Artificial Inteligence 221

Artificial Inteligence Generative AI Storage AWS 221

AWS Machine Learning - AI

MARCH 19, 2024

Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. For example, chain-of-thought (CoT) is known to improve a model’s capacity for complex multi-step problems. Furthermore, the use of prompt engineering can notably enhance their performance.

Performance 98

Performance Lambda Technical Review AWS 98