Getting started with Kernel Memory

Will Velida April 29, 2024
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Will Velida

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About

Hi everyone! My name is Will Velida, and I'm a Software Engineer and Cloud Architect! In my day to day life as a developer, I use .NET and Azure extensively, so join me as I show you how you can build scalable, resilient applications that use Azure, AI, Cloud Native Tech, .NET and many other programming languages! If you have questions and comments, I'd love to hear from you!

Video Description

Kernel Memory is a multi-modal AI service that enables efficient indexing of datasets through custom data pipelines. It supports RAG, synthetic memory, prompt engineering, and custom semantic memory processing. This video is a gentle introduction to Kernel Memory, and how we can run it in both Serverless and as a Web Service to index data, and use natural language queries to obtain answers from indexed data! 0:00 Introduction 1:22 Difference between Kernel Memory and Semantic Memory 2:46 Serverless mode 3:57 Kernel Memory Web Service 5:25 Demo - Running Kernel Memory in Serverless Mode 15:26 Demo - Running Kernel Memory in a Web Service 27:05 Wrap up Get the code for this video: https://github.com/willvelida/kernel-memory-series/tree/main/IntroductionToKernelMemory Learn more: https://microsoft.github.io/kernel-memory/ Connect with me! Twitter: https://twitter.com/willvelida GitHub: https://github.com/willvelida Bluesky: https://bsky.app/profile/willvelida.bsky.social

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