Per Kops: Architecture of Ollama and Local LLMs - Episode 342

Per is an experienced software architect and developer with more than 19 years of experience in designing, developing, and testing software. He is currently serving as a Distinguished software developer at Delegate, a Microsoft Partner in Denmark.   Topics of Discussion: [3:02] More about Per’s background in nearly two decades in .NET and Azure consulting. [6:11] The concept of a boutique consultant. [7:00] Founding ATC-Net to share common .NET libraries and avoid duplicative coding. [10:02] Building trust with customers by open-sourcing “generic” components. [11:50] Creating a connector to run Olama (local LLMs) with Semantic Kernel. [20:08] Why Per “fell in love” with Semantic Kernel’s abstraction layers and extension possibilities. [21:44] The role of vector stores (like Azure Cognitive Search) in retrieval-augmented generation. [24:33] What do we mean by “vector” in the AI space? [26:39] What is a “text chunker”? [31:43] Azure AI search. [34:07] Finding the right tool for the right task.   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo atc-net GitHub Per Kops LinkedIn Per Kops GitHub   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.