Semantic Kernel concepts by feature

Down below you can find the code snippets that demonstrate the usage of many Semantic Kernel features.

Agents - Different ways of using `Agents`

AudioToText - Different ways of using `AudioToText` services to extract text from audio

OpenAI_AudioToText

FunctionCalling - Examples on `Function Calling` with function call capable models

Caching - Examples of caching implementations

SemanticCachingWithFilters

ChatCompletion - Examples using `ChatCompletion` messaging capable service with models

DependencyInjection - Examples on using `DI Container`

Filtering - Different ways of filtering

Functions - Invoking `Method` or `Prompt` functions with `Kernel`

ImageToText - Using `ImageToText` services to describe images

HuggingFace_ImageToText

LocalModels - Running models locally

Memory - Using AI `Memory` concepts

Optimization - Examples of different cost and performance optimization techniques

FrugalGPT

Planners - Examples on using `Planners`

Plugins - Different ways of creating and using `Plugins`

PromptTemplates - Using `Templates` with parametrization for `Prompt` rendering

RAG - Retrieval-Augmented Generation

Search - Search services information

TextGeneration - `TextGeneration` capable service with models

TextToAudio - Using `TextToAudio` services to generate audio

OpenAI_TextToAudio

TextToImage - Using `TextToImage` services to generate images

OpenAI_TextToImage