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In this multi-part series, Jordan Bean shares how to enhance a chatbot to retrieve data from multiple data sources and orchestrate plans with C# Semantic Kernel, planner, and Azure Open AI. In the previous post, we discussed how the RAG pattern isn’t enough to answer complex user questions. We talked about using Semantic Kernel ...
In this multi-part series, Jordan Bean shares how to enhance a chatbot to retrieve data from multiple data sources and orchestrate plans with C# Semantic Kernel, planner, and Azure Open AI. As discussed in the previous post about Azure OpenAI, using the Retrieval Augmented Generation (RAG) pattern is a simple & effective way to ...
Hello prompt engineers, This week we’re continuing to discuss the new Assistant API announced at OpenAI Dev Day. There is documentation available that explains how the API works and shows python/javascript/curl examples, but in this post we’ll implement in Kotlin for Android and Jetpack Compose. You can review the code in this ...
Olive is a powerful open-source Microsoft tool to optimize ONNX models for DirectML. You may remember from this year’s Build that we showcased Olive support for Stable Diffusion, a cutting-edge Generative AI model that creates images from text. We didn’t want to stop there, since many users access Stable Diffusion through Automatic1111'...
Olive is a powerful open-source Microsoft tool to optimize ONNX models for DirectML. You may remember from this year’s Build that we showcased Olive support for Stable Diffusion, a cutting-edge Generative AI model that creates images from text. We didn’t want to stop there, since many users access Stable Diffusion through Automatic1111'...
How to make .NET libraries compatible with native AOT
Teams App Test Tool is a new debugging option for Microsoft Teams bot applications within Teams Toolkit and makes the debugging experience easier than ever.
Keeping read-only data separate from read-write data.
As December approaches, it's time for the winter 2023 update for External REST Endpoint Invocation. We have added four new Azure Service Endpoints: Bing Search, Azure Key Vault, Azure Communication Services, and Azure AI Search. Let's look at a few examples of using these new endpoints. Bing Search Endpoints Bing Seach has many useful API ...