AWS Machine Learning - AI

APRIL 9, 2025

Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers. The user prompt is then routed to the LLM associated with the task category of the reference prompt that has the closest match.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 127

Serverless Artificial Inteligence Engineering Generative AI 127

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Refer to the GitHub repository for deployment instructions.

Knowledge Base 100

Knowledge Base Technical Review Generative AI Lambda 100

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality. . 201% $12.2B

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

AUGUST 28, 2024

By using the AWS CDK, the solution sets up the necessary resources, including an AWS Identity and Access Management (IAM) role, Amazon OpenSearch Serverless collection and index, and knowledge base with its associated data source. For installation instructions, refer to the AWS CDK workshop. The AWS CDK already set up.

Knowledge Base 92

Knowledge Base AWS Generative AI Machine Learning 92

Xebia

AUGUST 29, 2023

Each job references a job definition. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster. This is a serverless web UI that mirrors the pcluster functionality. Jobs can be artefacts such as Docker container images, shell scripts or regular Linux executables.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

SEPTEMBER 18, 2024

We employed other LLMs available on Amazon Bedrock to synthetically generate fictitious reference materials to avoid potential biases that could arise from Amazon Claude’s pre-training data. We now need to gather human-curated sources of truth such as testimonials, design guidelines, requirements, and offerings. offerings = open("./references/offerings.txt",

Generative AI 121

Generative AI Artificial Inteligence Fractional CTO Guidelines 121