Build a Text-to-SQL solution for data consistency in generative AI using...
Businesses rely on precise, real-time insights to make critical decisions. However, enabling non-technical users to access proprietary or organizational data without technical expertise remains...
Multi-account support for Amazon SageMaker HyperPod task governance
GPUs are a precious resource; they are both short in supply and much more costly than traditional CPUs. They are also highly adaptable to...
Implement semantic video search using open source large vision models on...
As companies and individual users deal with constantly growing amounts of video content, the ability to perform low-effort search to retrieve videos or video...
Build a serverless audio summarization solution with Amazon Bedrock and Whisper
Recordings of business meetings, interviews, and customer interactions have become essential for preserving important information. However, transcribing and summarizing these recordings manually is often...
Run small language models cost-efficiently with AWS Graviton and Amazon SageMaker...
As organizations look to incorporate AI capabilities into their applications, large language models (LLMs) have emerged as powerful tools for natural language processing tasks....
Contextual retrieval in Anthropic using Amazon Bedrock Knowledge Bases
For an AI model to perform effectively in specialized domains, it requires access to relevant background knowledge. A customer support chat assistant, for instance,...
Modernize and migrate on-premises fraud detection machine learning workflows to Amazon...
This post is co-written with Qing Chen and Mark Sinclair from Radial.
Radial is the largest 3PL fulfillment provider, also offering integrated payment, fraud detection,...
Impel enhances automotive dealership customer experience with fine-tuned LLMs on Amazon...
This post is co-written with Tatia Tsmindashvili, Ana Kolkhidashvili, Guram Dentoshvili, Dachi Choladze from Impel.
Impel transforms automotive retail through an AI-powered customer lifecycle management...
NVIDIA Blackwell Delivers Breakthrough Performance in Latest MLPerf Training Results
NVIDIA is working with companies worldwide to build out AI factories — speeding the training and deployment of next-generation AI applications that use the...
