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Automated Reasoning checks rewriting chatbot reference implementation
Today, we are publishing a new open source sample chatbot that shows how to use feedback from Automated Reasoning checks to iterate on the...
Accelerate agentic application development with a full-stack starter template for Amazon...
Generative AI and agentic applications are reshaping how businesses operate—from customer support bots to research assistants—and teams need to move from prototype to production...
New Relic transforms productivity with generative AI on AWS
New Relic Inc. is a San Francisco-based technology company that pioneered application performance monitoring (APM) and provides comprehensive observability solutions. Serving leading customers worldwide,...
Scale LLM fine-tuning with Hugging Face and Amazon SageMaker AI
Enterprises are increasingly shifting from relying solely on large, general-purpose language models to developing specialized large language models (LLMs) fine-tuned on their own proprietary...
Agent-to-agent collaboration: Using Amazon Nova 2 Lite and Amazon Nova Act...
My first attempt at building a travel planning agent looked exactly like most early prototypes: one big model, a few tools, and a long...
Structured outputs on Amazon Bedrock: Schema-compliant AI responses
Today, we’re announcing structured outputs on Amazon Bedrock—a capability that fundamentally transforms how you can obtain validated JSON responses from foundation models through constrained...
Manage Amazon SageMaker HyperPod clusters using the HyperPod CLI and SDK
Training and deploying large AI models requires advanced distributed computing capabilities, but managing these distributed systems shouldn’t be complex for data scientists and machine...
Evaluate generative AI models with an Amazon Nova rubric-based LLM judge...
In the post Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI, we introduced the Amazon Nova LLM-as-a-judge capability, which is...
A practical guide to Amazon Nova Multimodal Embeddings
Embedding models power many modern applications—from semantic search and Retrieval-Augmented Generation (RAG) to recommendation systems and content understanding. However, selecting an embedding model requires...
How Associa transforms document classification with the GenAI IDP Accelerator and...
This is a guest post co-written with David Meredith and Josh Zacharias from Associa.
Associa, North America’s largest community management company, oversees approximately 7.5 million...
