Jason Haley

Ramblings from an Independent Consultant

Introducing: the Local RAG Series (with Semantic Kernel)

Announcing: The Local RAG Series with Semantic Kernel This year I’ve spent a lot of time focusing on Retrieval Augmented Generation (RAG) and its related technologies. I’ve also had my eye on agents and plan to focus on them a lot in 2025. From what I’ve seen with my limited work with agents so far is: they can be chatty. This has lead me to believe that agents will really take off once either the price of LLMs available via APIs lower (a lot) or local models become sufficient to use. Since I don’t know enough about what you can do with local models - I figured this is a great time to start digging into them. Plus, why not learn them with RAG and Semantic Kernel - two things I’ve spent a lot of time with this year. That should give me a good staring point to …

Posted by Jason on Sunday, December 22, 2024

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agents ai assistants api azd azure azure ai search azure document intelligence azure sql career chainlit conferences container apps copilot copilot studio ef core entity framework core eshopsupport series evaluations function calling graph rag hands-on-lab langchain learning local rag series micrsoft build announcements neo4j ollama openai pc build personal update phi4 presentation python rag rag demo series semantic kernel semantic kernel hello world series sql sql server study notes series text-to-sql vpn
ABOUT ME
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Jason is an experienced developer and solutions architect focused on helping companies provide real business value with custom software development using the Microsoft stack of technologies. This includes C#, .NET, Azure and AI services. In 2024, Jason was awarded a Microsoft MVP in AI - highlighting his latest focus on AI and specifically Generative AI technologies in real world business applications. The prior seven years, he was a Microsoft Azure MVP.

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Jason Haley MVP