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Semantic Kernel Concepts by Feature

This section contains code snippets that demonstrate the usage of Semantic Kernel features.

Features Description
AutoFunctionCalling Using Auto Function Calling to allow function call capable models to invoke Kernel Functions automatically
ChatCompletion Using ChatCompletion messaging capable service with models
Filtering Creating and using Filters
Functions Invoking Method or Prompt functions with Kernel
Grounding An example of how to perform LLM grounding
Logging Showing how to set up logging
Memory Using Memory AI concepts
On Your Data Examples of using AzureOpenAI On Your Data
Planners Showing the uses of Planners
Plugins Different ways of creating and using Plugins
PromptTemplates Using Templates with parametrization for Prompt rendering
RAG Different ways of RAG (Retrieval-Augmented Generation)
Search Using search services information
TextGeneration Using TextGeneration capable service with models