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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. Based on the classifier LLMs decision, the Lambda function routes the question to the appropriate downstream LLM, which will generate an answer and return it to the user.

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How Mixbook used generative AI to offer personalized photo book experiences

AWS Machine Learning - AI

Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

At a high level, the AWS Step Functions pipeline accepts source data in Amazon Simple Storage Service (Amazon S3) , and orchestrates AWS Lambda functions for ingestion, chunking, and prompting on Amazon Bedrock to generate the fact-wise JSONLines ground truth.

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Radar Trends to Watch: August 2022

O'Reilly Media - Ideas

Radiologists outperform AI systems operating by themselves at detecting breast cancer from mammograms. However, a system designed to collaborate with radiologists in making decisions is better than either radiologists or AI alone. How to save money on AWS Lambda : watch your memory! Don’t over-allocate memory.

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New live online training courses

O'Reilly Media - Ideas

Systems Design for Site Reliability Engineers , August 7. Designing Serverless Architecture with AWS Lambda , August 7-8. Microservice Decomposition Patterns , August 6. From Developer to Software Architect , August 6-7. Building and Managing Kubernetes Applications , August 7. Introduction to Istio , August 8.

Course 93
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160+ live online training courses opened for May and June

O'Reilly Media - Ideas

Beginner’s Guide to Writing AWS Lambda Functions in Python , June 28. Design Patterns Boot Camp , July 1-2. Systems engineering and operations. Systems Design for Site Reliability Engineers: How To Build A Reliable System in Three Hours , May 14. Practical Software Design from Problem to Solution , May 17.

Course 59
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219+ live online training courses opened for June and July

O'Reilly Media - Ideas

Systems Design for Site Reliability Engineers , August 7. Designing Serverless Architecture with AWS Lambda , August 7-8. Microservice Decomposition Patterns , August 6. From Developer to Software Architect , August 6-7. Building and Managing Kubernetes Applications , August 7. Introduction to Istio , August 8.

Course 66