Rafferty Uy
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Dev and Test ChatGPT Plugins with the Semantic Kernel Chat Copilot | Sample Banking ChatGPT Plugins

As many organizations today have implemented at least one ChatGPT-enabled chatbot in production, the next question now is how can it do more? For instance, let’s consider a banking assistant chatb...

One Minute Video - GitHub Copilot for GenAI-assisted Writing

As I was writing my last post, I thought of enabling markdown *.md files with GitHub Copilot. The results surprised me that I knew I had to make a video about it. So here it is!

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Cloud Migration Strategy Matrix

The biggest problem with most cloud migration assessments is that it focuses on VM-sizes and potential cost savings. Don’t get me wrong, this is a very important area of concern… and there are some...

My Agile Self | A Reflection

Fifteen years ago, I embarked on my Agile journey when I received my Scrum Master certification. Back then, I was one of three developers in a budding startup, where self-management was not just a ...

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Azure OpenAI Starters | Kickstart Your AI-Application Development

One of the things that I love about GitHub is that it’s easy to find working code for areas that I want to learn. For OpenAI, it has become a great source of working GPT-enabled applications. This ...

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Learning Notes | Development with Semantic Kernel (Sept 2023 Update)

The popularization of OpenAI’s ChatGPT has put the world in a rapid pace of innovations. One of which is the rapid advancements of SDKs such as LangChain and Semantic Kernel. To integrate OpenAI w...

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Azure OpenAI Network Hardening

In my last two posts, I shared how you could load balance multiple OpenAI instances using Azure API Management and using Azure Application Gateway. The reality of enterprise organization requiremen...

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Load Balancing Azure OpenAI using Application Gateway

Last time, I shared best practices on addressing Azure OpenAI token limits, which included a section on using multiple Azure OpenAI instances distributed across regions, accessed through a load bal...

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Addressing Azure OpenAI Token Limitations

As with any service, Azure OpenAI has service quotas and limits, depending on which model you are using. This is a summary of the current limits of the “famous” models (as of 2023-06-23): ...

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Learning Notes | Integration of OpenAI with Enterprise Apps | Part 4 - LangChain Beginner Coding

This post concludes the my series of notes as I learn how to integrate LLMs like OpenAI in enterprise applications. Intro and Architecture Development with Semantic Kernel Develop...