Containers
Category: Artificial Intelligence
Building multi-tenant JupyterHub Platforms on Amazon EKS
Introduction In recent years, there’s been a remarkable surge in the adoption of Kubernetes for data analytics and machine learning (ML) workloads in the tech industry. This increase is underpinned by a growing recognition that Kubernetes offers a reliable and scalable infrastructure to handle these demanding computational workloads. Furthermore, a recent wave of Generative AI […]
Build a multi-tenant chatbot with RAG using Amazon Bedrock and Amazon EKS
Introduction With the availability of Generative AI models, many customers are exploring ways to build chatbot applications that can cater to a wide range of their end-customers, with each instance of chatbot specializing on a specific tenant’s contextual information, and run such multi-tenant applications at scale with a cost-efficient infrastructure familiar to their development teams. […]
Deploy Generative AI Models on Amazon EKS
Introduction Generative Artificial Intelligence (Gen AI) is transforming the way businesses function and is accelerating the pace of innovation. In general, the AI field is changing the way businesses utilize technology. Generative AI technology involves tuning and deploying Large Language Models (LLM), and gives developers access to those models to execute prompts and conversations. Platform […]
How Quora modernized MLOps on Amazon EKS to improve customer experience with scalable ML applications
This blog post was co-written by Lida Li of Quora Introduction Quora is a leading Q&A platform with a mission to share and grow the world’s knowledge, serving hundreds of millions of users worldwide every month. Quora uses machine learning (ML) to generate a custom feed of questions, answers, and content recommendations based on each […]
Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture
This blog was coauthored by Eugene Malihins, Senior DevOps Engineer at Onfido, and Olly Pomeroy, Containers Specialist SA at Amazon Web Services Who is Onfido? Onfido is setting the new standard for digital access. The company digitally proves a user’s real identity using artificial intelligence (AI) by verifying a photo ID and comparing it to […]