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Evaluate healthcare generative AI applications using LLM-as-a-judge on AWS
In our previous blog posts, we explored various techniques such…
The Dangers of Deceptive Data–Confusing Charts and Misleading Headlines
“You don’t have to be an expert to deceive someone,…
How Pattern PXM’s Content Brief is driving conversion on ecommerce marketplaces using AI
Brands today are juggling a million things, and keeping product…
LLaDA: The Diffusion Model That Could Redefine Language Generation
Introduction What if we could make language models think more like…
How IDIADA optimized its intelligent chatbot with Amazon Bedrock
This post is co-written with Xavier Vizcaino, Diego MartÃn Montoro,…
Start building with Gemini 2.0 Flash and Flash-Lite
Since the launch of the Gemini 2.0 Flash model family,…
Efficient Data Handling in Python with Arrow
1. Introduction We’re all used to work with CSVs, JSON…
Mistral-Small-24B-Instruct-2501 is now available on SageMaker Jumpstart and Amazon Bedrock Marketplace
Today, we’re excited to announce that Mistral-Small-24B-Instruct-2501—a twenty-four billion parameter…
Enhancing RAG: Beyond Vanilla Approaches
Retrieval-Augmented Generation (RAG) is a powerful technique that enhances language…
LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker
Fine-tuning a pre-trained large language model (LLM) allows users to…
Reinforcement Learning with PDEs | Towards Data Science
Previously we discussed applying reinforcement learning to Ordinary Differential Equations…
Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases
Large language models (LLMs) excel at generating human-like text but…
Talking about Games | Towards Data Science
Game theory is a field of research that is quite…
Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock
Generative AI is revolutionizing enterprise automation, enabling AI systems to…
Do European M&Ms Actually Taste Better than American M&Ms?
(Oh, I am the only one who’s been asking this…
AWS and DXC collaborate to deliver customizable, near real-time voice-to-voice translation capabilities for Amazon Connect
Providing effective multilingual customer support in global businesses presents significant…
The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data
What is synthetic data? Data created by a computer intended…
How Rocket Companies modernized their data science solution on AWS
This post was written with Dian Xu and Joel Hawkins…