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awesome-semantickernel

Awesome list of tools and projects with the awesome semantic kernel framework
https://github.com/geffzhang/awesome-semantickernel

Last synced: about 17 hours ago
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Learn
Semantickernel Framework
- Semantic Kernel starter
- gosk
- Semantic Kernel vs LangChain
- analassist-langchain-vs-microsoft-sk - LangChain vs. Microsoft Semantic Kernel
- SK Extensibility Scenarios
- Generative AI Learning for Beginners
- skUnit is a testing tool for SemanticKernel units, such as plugin functions and kernels
- Concepts
- Discord discussion
- Semantic Kernel Blog
- VisualStudio Code Tool
- OSSInsight.io
- Explore the Power of AI with SKPlayground
- SK release
- Elsa agent module
Plugins
- SK Kernel Memory - source library and service specializing in the efficient indexing of datasets through custom continuous data pipelines [![SemanticMemory Core Nuget package](https://img.shields.io/nuget/vpre/Microsoft.KernelMemory.Core?label=nuget%20KernelMemory%20Core)](https://www.nuget.org/packages/Microsoft.KernelMemory.Core/) [![SemanticMemory Client Nuget package](https://img.shields.io/nuget/vpre/Microsoft.KernelMemory.Client?label=nuget%20KernelMemory%20Client)](https://www.nuget.org/packages/Microsoft.KernelMemory.Client/)
- NL2EF - in service that can expose an existing database to be queried via natural language
- Packages, Examples and Demo code for Semantic Kernel
- sk-ethereumtx-plugin
- Webscraper AIplugin
- EmbedElite marketplace - made premium context based on embeddings via an API
- AssemblyAI plugins for Semantic Kernel
- SemanticKernel.Connectors.Memory.SqlServer
- semantic-kernel-LLamaSharp
- semantic-kernel-ERNIE-Bot - Bot Nuget package](https://img.shields.io/nuget/vpre/ERNIE-Bot.SemanticKernel?label=nuget%20ERNIE-Bot)](https://www.nuget.org/packages/ERNIE-Bot.SemanticKernel/)
- DashScope.net
- SS.SemanticKernel.Extensions - based kernel function. [![Semantic kernel extensions Nuget package](https://img.shields.io/nuget/vpre/SS.SemanticKernel.Extensions?label=nuget%20SemanticKernel%20Extensions)](https://www.nuget.org/packages/SS.SemanticKernel.Extensions/)
- Semantic-Fleet - Fleet is a dedicated repository designed to extend the capabilities of Semantic Kernel. [![Oobabooga Connector Nuget package](https://img.shields.io/nuget/vpre/MyIA.SemanticKernel.Connectors.AI.Oobabooga?label=nuget%20Oobabooga%20Connector)](https://www.nuget.org/packages/MyIA.SemanticKernel.Connectors.AI.Oobabooga/) [![Multiconnector Nuget package](https://img.shields.io/nuget/vpre/MyIA.SemanticKernel.Connectors.AI.MultiConnector?label=nuget%20MultiConnector)](https://www.nuget.org/packages/MyIA.SemanticKernel.Connectors.AI.MultiConnector/)
- Semantic Kernel - MongoDB Connector
- Faster & Smaller Single-File Search Engine for Vectors & Texts
- Microsoft-Semantic-Kernel-Community-dotnet - body-tab) [![AzureAI.Community.OpenAI.Bot.Builder.Prompt](https://img.shields.io/nuget/vpre/AzureAI.Community.OpenAI.Bot.Builder.Prompt?label=nuget%20SKPlugin%20Builder%20Prompt)](https://www.nuget.org/packages/AzureAI.Community.OpenAI.Bot.Builder.Prompt) [![AzureAI.Community.Microsoft.Semantic.Kernel.Translation](https://img.shields.io/nuget/vpre/AzureAI.Community.Microsoft.Semantic.Kernel.Translation?label=nuget%20SKPlugin%20Translation)](https://www.nuget.org/packages/AzureAI.Community.Microsoft.Semantic.Kernel.Translation) [![AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Intent](https://img.shields.io/nuget/vpre/AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Intent?label=nuget%20SKPlugin%20Intent)](https://www.nuget.org/packages/AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Intent) [![AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Web.YouTube](https://img.shields.io/nuget/vpre/AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Web.YouTube?label=nuget%20SKPlugin%20YouTube)](https://www.nuget.org/packages/AzureAI.Community.Microsoft.Semantic.Kernel.PlugIn.Web.YouTube)
- sk-researcher
- worddoc-aiplugin
- sk-plugin-sample
- semantic-kernel-gradio - TextEmbeddingGeneration
- MerkonVectorDB
- bankcopilot-semantickernel-aiplugin
- FreeMindLabs.SemanticKernel.Connectors.Elasticsearch
- Postgres adapter for Kernel Memory
- Kernel Memory with SQLite
- Plugin sample built using Semantic Kernel that summarises a given text from Bing Web Search.
- Codeblaze.SemanticKernel
- PaddleSharp.KernelMemory
- SemanticKernel.DashScope
- KernelMemory.Playwright is an open-source project that provides methods to import websites as text or images into memory
- Connectors and plugins for integrating large language models via Semantic Kernel
- (Video) - kernel-starters/tree/main/sk-csharp-chatgpt-plugin)
- (Video) - kernel-starters/tree/main/sk-python-flask)
- ServiceStack.AI - to-Text and ChatGPT providers to enable natural language features in .NET
- this tutorial doc
- plugin architecture
- this tutorial doc
- Semantic Kernel
- Thor(雷神托尔) 是一款强大的人工智能模型管理工具，其主要目的是为了实现多种AI模型的统一管理和使用,兼容OpenAI的接口格式
- (Video) - kernel-starters/tree/main/sk-csharp-chatgpt-plugin)
- (Video) - kernel-starters/tree/main/sk-python-flask)
- SemanticKernel.Connectors.Oracle
- KernelMemory.StructRAG
- EFCore.SqlServer.VectorSearch
Planners
Personas
- SKPersona
- Semantic Kernel Personas: An Interview with SK Team Member Brian Krabach
Autogen
- A cli chatroom for AutoGen agents
- A programming framework for agentic AI
Open Source Projects
- Copilot Chat Sample Application
- TypeChat.NET brings the ideas of TypeChat to .NET
- Conversational Speaker
- SolidWorks-Copilot
- Email-Copilot - copilot for Outlook aims to revolutionize email management by leveraging natural language processing to streamline drafting, responding, and organizing emails
- A port of the Python example that answers questions about 2022 Winter Olympics
- Fantasy Copilot
- sk-ingest
- sk-classifier - defined series of classifications using Semantic Kernel
- Using Semantic Kernel to Summarize Youtube Videos
- Elsa.SemanticKernel
- Write a blog using Semantic Kernel
- op-semantic-kernel-demo
- Chat with your Enterprise Data: powered by Azure OpenAI/ChatGPT, Cognitive Search, and Bot Service
- Semantic Kernel Sidecar
- LangChain
- semantic-kernel-ecom - Powered eShopOnWeb E-commerce using Semantic Kernel
- azure-openai-dev-skills-orchestrator
- Semantic Kernel From Config
- GPTMeetingAgent
- SemanticKernel.PowerFx - code skills to Semantic Kernel using Power Fx
- SemanticNativeFunctions
- PowerPlatformCopilot
- Java Samples using Semantic Kernel
- TextToVideo - e in Python using Semantic Kernel.
- ai-playground - OpenAI and related using dotnet
- LLM-Powered Wordle-Solver Agent - solving script powered by LLM (Large Language Model) and built using Semantic Kernel and PyAutoGUI.
- MachineIntelligence-TextAnalytics-TPLDataFlows
- skonsole
- skonsole-generate-pr-description
- Retrieval Augmented Generation (RAG) using Azure Cognitive Search
- dapr-chat-20230822 - implemented OpenAI chat service demo
- This application is a demo on how to setup an event driven architecture combining Dapr, Azure OpenAI and Azure Container Apps
- ParkPro
- Java and OpenAI Hero Demos - to-end demo applications that represent the concept of an Intelligent App, built in Java
- semantic_kernel_examples
- SemanticKernelDemo
- EarthChat
- semantic-kernel-semanticsearch
- sk-summarizer-pattern
- Quarkus Semantic Kernel
- semantic-kernel-bot-in-a-box
- LablabAutogen - kernel and autogen
- This is Local LLM Server for Semantic Kernel
- A reference .NET application implementing an eCommerce web site using a services-based architecture
- VectorSearchAiAssistant
- entirely with native functions in C# and am building out a console application with Spectre.Console
- minecraft-container-apps
- sk-v1-droneAssistant
- TerraMours实战项目，基于TerraMours框架实现的ChatGPT项目后端。实现用户登陆和基于SK的多语言模型聊天、基于chatgpt和SD的多模型图片生成等功能
- 知识文档问答，用大模型与文档对话，提供Al分析、阅读、问答工具，助你快速了解文档内容
- SemanticKernel.Assistants
- semantic-kernel-aiagent
- Kernel-Memory-Azure-Function-Implementation
- OpenAIEmbeddingSample
- AntSK
- fast-wiki
- dotnet-llm-eval-samples
- OllamaWithSemanticKernel
- .NET 8 Isolated - Durable Functions + Semantic Kernel Integration Project
- Using Semantic Kernel with local LLMs
- BlazorGPT
- dsl-copilot
- OpenAIExtensions
- RichasyAssistant
- Semantic Kernel Microservice Quick-Start
- Retail Brand Assistant using Semantic Kernel, Open AI, and Bing CustomSearch
- Adding AI to Your Existing .NET Apps - Workshop
- A Teams Bot app integrated with Semantic Kernel and its Microsoft Graph Plugin
- eShopLite-SemanticSearch-AzureAISearch - Semantic Search - Azure AI Search is a reference .NET application implementing an eCommerce site with Search features using Keyword Search with SQL queries, and Semantic Search with Vector Database and Azure AI Search
- .NET + AI - Video Analyser
- SemanticKernelLearningApp
- SemanticPluginForge
- ENMARCHA — Your package to accelerate .NET projects
- Sample showing how to do Retrieval Augmented Generation using .NET Aspire, Semantic Kernel, and OpenAI.
- An example of how to use Semantic Kernel as part of a Hotel booking website for filtering hotels using natural language
- Semantic Kernel 培训示例代码
- NET Conf 2023 Taiwan — Semantic Kernel
- AI Developer - Azure Open AI and Semantic Kernel Fundamentals
- CustomerJourneyGenAI
- micronaire
- Build a RAG App using Semantic Kernel, Entity Framework and Azure SQL DB
- AI Empowerlabs Studio
- SimpleRAG
Complement to this list
- Articles
  - Open LLMs - llms?style=social)
  - Awesome LLM - LLM: a curated list of Large Language Model resources. ![GitHub Repo stars](https://img.shields.io/github/stars/Hannibal046/Awesome-LLM?style=social)
  - LLaMA Cult and More - Cult-and-More?style=social)
Stargazers over time
- Articles
  - ![Stargazers over time - kernel)

Programming Languages

C# 102 Jupyter Notebook 12 Python 12 JavaScript 3 HTML 3 TypeScript 3 CSS 2 Java 2 HCL 1 TSQL 1

Categories

Learn 169 Open Source Projects 84 Plugins 44 Semantickernel Framework 15 Planners 3 Complement to this list 3 Autogen 2 Personas 2 Stargazers over time 1

Sub Categories

Articles 94 Videos 55 Notebooks 24

Keywords

semantic-kernel 35 ai 25 openai 23 llm 22 dotnet 15 chatgpt 11 artificial-intelligence 10 azure 7 gpt 7 semantickernel 6 semantic-search 6 csharp 6 rag 4 azure-openai 4 prompt-engineering 4 llms 4 sdk 4 langchain 3 sql-server 3 memory 3 large-language-models 3 indexing 3 vector-database 2 llama2 2 dotnet-core 2 llama 2 chatbot 2 copilot 2 assistants 2 gpt-4 2 machine-learning 2 transformers 2 azure-cognitive-search 2 agents 2 react 2 generative-ai 2 dall-e 2 autogen 2 azureopenai 2 embeddings 2 hacktoberfest2023 1 codegen 1 similarity-search 1 text-search 1 hacktoberfest-starter 1 hacktoberfest-accepted 1 vector-search 1 webassembly 1 cypher 1 neo4j 1