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The Kernel - Core Engine
11 Lessons-
StartUnderstanding Kernel as orchestrator
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StartThe Builder pattern
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StartBuilder Pattern Demo
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StartCreating an API Key to connect to OpenAI
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StartCreating an API Key to connect to Azure OpenAI
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StartCreating the project, environment variables and Kernels
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StartChat Completion using Semantic Kernel
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StartChat Completion Streaming using Semantic Kernel
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StartGenerating images using Semantic Kernel
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StartGenerating Audio Files using Semantic Kernel
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StartExtracting Text from Audio using Semantic Kernel
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Workshop - Creating Blog Posts using Semantic Kernel
7 Lessons -
Plugins
13 Lessons-
StartThe foundation of plugins in Semantic Kernel
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StartCreating Kernel Functions
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StartCreating Native Plugins
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StartCreating your first native plugins
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StartUsing built-in plugins
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StartFunction Calling
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StartFunction Calling in Semantic Kernel
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StartFunction Calling in Action
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StartAddFromObject vs AddFromType
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StartFunction Choice Behavior
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StartFunction Invocation
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StartDealing with complete objects as parameters
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StartAdding OpenAPI plugins
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Workshop - Create a Video Insights app
8 Lessons-
StartIntroduction to the Section
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StartCreating and configuring the initial project
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StartInstalling ffmpeg
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StartExtracting the audio file from a video file
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StartCompressing the audio File for transcription
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StartImplementing Speech to Text to get the transcription
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StartCutting video highlights
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StartBurning subtitles
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Memory (Vector Stores) and Text Search
8 Lessons

