Jason Haley

Ramblings from an Independent Consultant

An AZD Template for a Chainlit Azure Container App

An AZD Template for a Chainlit Azure Container App Late last year I was looking for an AZD template that uses Chainlit for a UI application and deploys to Azure Container Apps, but couldn’t find one … so now I’m working on building one. Chainlit OpenAI AssistantsAPI Azure Container Apps Starter This is a starter template that works with Azure Developer CLI (AZD) to create a Chainlit application and deploy it to Azure in a matter of minutes.

Posted by Jason on Sunday, January 19, 2025

eShopSupport Series: Python Inference Project

This is the fifth part of the eShopSupport Series which covers the details of the eShopSupport GitHub repository. PythonInference Project The PythonInference Project is a python project that provides a web API to classify the case type when a new customer support ticket is entered in the system. It does this by passing the user’s comment to the API, which uses a local model from Hugging Face (cross-encoder/nli-MiniLM2-L6-H768) to classify the text.

Posted by Jason on Saturday, October 12, 2024

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ai assistants api azd azure azure sql career chainlit container apps ef core entity framework core eshopsupport series evaluations function calling graph rag hands-on-lab langchain learning local rag series neo4j openai personal update 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