How to Invoke the #SemanticKernel using #OpenAI & configure #PromptEngineering in #MicrosoftFabric!

Bradley Ball, aka @SQLBalls , helps us answer the request by @JavaAtMicrosoft asking for a demo on Java and the Semantic Kernal ... kinda. Instead of Java Bradley uses #Python and #MicrosoftFabric to invoke the #SemanticKernel! We walk through a blog by Senior Cloud Advocate Kinfey Lo that shows how to user the Semantic Kernal and #OpenAI to summarize documents. This takes a turn when we don't get the results we were expecting and have to do some #PromptEngineering to get those results!

Chapters
00:00 Introduction
01:07 Use Semantic Kernal with Lakehouse in Microsoft Fabric
01:22 Github Repo - MSFabricCopilotWorkshop
01:51 Why we would use the Semantic Kernel
03:10 Demo Upload Files to Azure Blob Storage
03:27 Demo Pipeline to Import Doc's & Skills
03:51 Demo Lakehouse Validate Files
04:02 Demo Semantic Kernel Notebook & Installing the Semantic Kernel
04:38 Demo Import libraries & Invoke Azure OpenAI Model
05:12 Demo WHAT'S IN THE FILES!?!
05:36 Demo Load and Parse the Documents
06:15 Demo Not The RESULTS We Expected
06:39 Demo Fixing this with Prompt Engineering
07:49 Let's Review What we Covered!





@Tales-from-the-Field Content
OpenAI, ChatGPt, Azure ML - MS Tech Bits #OpenAI #ChatGPT #AzureML #MachineLearning Playlist
https://www.youtube.com/playlist?list=PLGhvA9jw5mvgUPNrE8DLnxe2YqNo0IO86

Microsoft Fabric - MS Tech Bits #MicrosoftFabric Playlist
https://www.youtube.com/playlist?list=PLGhvA9jw5mvgHA35IF31JMNJsGL4sKvsE

Kinfey Lo's Blog
https://blog.fabric.microsoft.com/en-us/blog/use-semantic-kernel-with-lakehouse-in-microsoft-fabric?ft=All

Kinfey Lo's MSFabricCopilotWorkshop
https://github.com/kinfey/MSFabricCopilotWorkshop/tree/main

Writing prompts in Semantic Kernel
https://learn.microsoft.com/en-us/semantic-kernel/prompt-engineering/your-first-prompt

Creating semantic functions inline
https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins/semantic-functions/inline-semantic-functions?tabs=Csharp

Serializing semantic functions
https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins/semantic-functions/serializing-semantic-functions?tabs=python

Chaining functions together
https://learn.microsoft.com/en-us/semantic-kernel/ai-orchestration/plugins/chaining-functions?tabs=python

Тэги:

#Microsoft_Fabric #MSFabric #Fabric #Semantic_Kernel #Java #Python #Prompt_Engineering #OpenAI #Azure #Azure_Fast_Track #Azure_FastTrack #Microsoft #Tales #Tales_from #Tales_from_the #Tales_from_the_Field #Azure_Data #Azure_Data_Community #Data_Community #SQL_Family #Data_Family #SQL_Community #SQL_Server #SQL_Server_2022 #Community_Round_Table #Round_Table #Table #Bradley_Ball #Josh_Luedeman #Neeraj_Jhaveri #Andres_Padilla #SQLBalls

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