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Per Kops: Architecture of Ollama and Local LLMs - Episode 342
Manage episode 473023825 series 2446935
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:
Programming with Palermo — New Video Podcast! Email us at [email protected].
Clear Measure, Inc. (Sponsor)
.NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo
Want to Learn More?
Visit AzureDevOps.Show for show notes and additional episodes.
347 episodes
Manage episode 473023825 series 2446935
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:
Programming with Palermo — New Video Podcast! Email us at [email protected].
Clear Measure, Inc. (Sponsor)
.NET DevOps for Azure: A Developer’s Guide to DevOps Architecture the Right Way, by Jeffrey Palermo
Want to Learn More?
Visit AzureDevOps.Show for show notes and additional episodes.
347 episodes
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