A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Build interactive console applications with .NET Razor and Spectre.Console

A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.

OllamaApiFacade is an open-source library for running a .NET backend as an Ollama API using Microsoft Semantic Kernel. It supports local language models services like LmStudio and allows seamless m…

Drop-in PCB replacement for the Google Nest Mini v2 with XMOS integration. Inspired by Onju Voice and Home Assistant Voice PE hardware.

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

.NET implementation of the Model Context Protocol (MCP)

RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.

Integrate cutting-edge LLM technology quickly and easily into your apps

HACS custom integration for using Whisper speech-to-text (OpenAI, GroqCloud or Mistral) API in the Assist pipeline, reducing the workload on the Home Assistant server.

Microsoft's Kernel Memory StructRAG implementation

A python client + documentation for the Colmi R02 smart ring

A Firefox and Google Chrome extension to clip websites and download them into a readable markdown file.

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Long-running message scheduler on top of Akka.NET persistence

Akka.NET professional reference code samples

Multi-agent framework, runtime and control plane. Built for speed, privacy, and scale.

A generative AI chatbot application framework in F#. Supports streaming; RAG; MS AD/EntraID auth.; configurable and extensible

Strongly opinionated modification of amazing SAFE Stack Template for full-stack development in F#.

A cross-platform C# library for native desktop "toast" notifications.

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

SqlHydra is a suite of NuGet packages for working with databases in F# including code generation tools and query expressions.

CLI platform to experiment with codegen. Precursor to: https://lovable.dev

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web" -- the first LLM-based web agent and benchmark for generalist web agents

High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

A suite of tools for managing the fans in many Dell laptops.

🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.