Paul Yu
#CloudNative Developer Advocate at @Microsoft
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Paul Yu is a Senior Cloud Advocate at Microsoft focusing on cloud-native technologies and the Kubernetes landscape. Paul has over a decade of industry experience and held various roles including software engineer and solution architect. He is passionate about promoting cloud-native and sustainable solutions to help organizations optimize processes and workflows.
Rage Against the Machine: Fighting AI Complexity with Kubernetes Simplicity
When you want a language model to do productive work, providing it with the right context and grounding it with organizational data is key to preventing unwanted outputs. But building on foundational models can be complex and time-consuming – especially if you consider fine-tuning them on your own data. So, most often, Retrieval-Augmented Generation (RAG) is implemented to provide the necessary context, but building RAG pipelines– vector DBs, embeddings, indexing – can be a significant undertaking. How do we make this simpler and more approachable for developers starting to build AI applications? With KAITO, a CNCF sandbox project, you can start to tame the complexities and quickly build RAG pipelines using the RAGEngine CRD– reducing the need for complex coding. KAITO streamlines this process, allowing developers to focus on application logic rather than infrastructure management. Join us to learn how KAITO can simplify your RAG pipelines and accelerate your AI application development
Building Carbon Awareness with KEDA: Taking the First Step Towards Sustainability
In today's world, the need for sustainable practices has become increasingly vital. Software applications and infrastructure play a significant role in energy consumption and carbon emissions. To address this challenge, open-source initiatives like the Carbon Aware KEDA Operator have emerged, providing a seamless solution for organizations to reduce their carbon footprint without requiring application code changes. This session will delve into the importance of carbon-aware software and demonstrate how the Carbon Aware KEDA Operator can help organizations take their first step towards sustainability. We will explore the deployment of the Custom Resource Definition (CRD), showcase the usage of the operator, and conclude with a call to action for folks to engage in discussion for integrating it into the core KEDA project.
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