GitHub - microsoft/aici: AICI: Prompts as (Wasm) Programs
LLGuidance library is an actively maintained evolution and specialization of AICI, recommended if all you want is constrained decoding. The Artificial Intelligence Controller Interface (AICI) lets you build Controllers that constrain and direct output of a Large Language Model (LLM) in real time. Controllers are flexible programs capable of implementing constrained decoding, dynamic editing of pro
GitHub - microsoft/semantic-kernel: Integrate cutting-edge LLM technology quickly and easily into your apps
Semantic Kernel is an SDK that integrates Large Language Models (LLMs) like OpenAI, Azure OpenAI, and Hugging Face with conventional programming languages like C#, Python, and Java. Semantic Kernel achieves this by allowing you to define plugins that can be chained together in just a few lines of code. What makes Semantic Kernel special, however, is its ability to automatically orchestrate plugins
GitHub - microsoft/TypeScript-Compiler-Notes: A repo containing notes about the TypeScript Compiler codebase
If you are completely new to the TypeScript codebase, this YouTube video covers all of the major systems involved in converting files to JavaScript, and type-checking types which will provide a high level guide to what you may be interested in focusing on: If you are really short on time, here is a quick overview of the compilation process. The process starts with preprocessing. The preprocessor f
GitHub - microsoft/windows-rs: Rust for Windows
The windows and windows-sys crates let you call any Windows API past, present, and future using code generated on the fly directly from the metadata describing the API and right into your Rust package where you can call them as if they were just another Rust module. The Rust language projection follows in the tradition established by C++/WinRT of building language projections for Windows using sta
GitHub - microsoft/Power-Fx: Power Fx low-code programming language
Microsoft Power Fx is a low-code general purpose programming language based on spreadsheet-like formulas. It is a strongly typed, declarative, and functional language, with imperative logic and state management available as needed. Power Fx started with Power Apps canvas apps and that is where you can experience it now. We are in the process of extracting the language from that product so that we
GitHub - microsoft/STL: MSVC's implementation of the C++ Standard Library.
We're in the process of moving all of our work on the STL to GitHub. Current status: Code: Done. Our source code is available under the Apache License v2.0 with LLVM Exception. (See LICENSE.txt and NOTICE.txt for more information.) Build System: In progress. We're working on a CMake build system, which is currently capable of building one flavor of the STL (native desktop). We need to extend this
GitHub - microsoft/BosqueLanguage: The Bosque programming language is an experiment in regularized design for a machine assisted rapid and reliable software development lifecycle.
The Bosque Programming Language project is a ground up language & tooling co-design effort focused on is investigating the theoretical and the practical implications of: Explicitly designing a code intermediate representation language (bytecode) that enables deep automated code reasoning and the deployment of next-generation development tools, compilers, and runtime systems. Leveraging the power o
GitHub - Microsoft/Ethr: Ethr is a Network Performance Measurement Tool for TCP, UDP & HTTP.
Ethr is a cross platform network performance measurement tool written in golang. The goal of this project is to provide a native tool for comprehensive network performance measurements of bandwidth, connections/s, packets/s, latency, loss & jitter, across multiple protocols such as TCP, UDP, HTTP, HTTPS, and across multiple platforms such as Windows, Linux and other Unix systems. Ethr takes inspir
GitHub - microsoft/FASTER: Fast persistent recoverable log and key-value store + cache, in C# and C++.
Managing large application state easily, resiliently, and with high performance is one of the hardest problems in the cloud today. The FASTER project offers two artifacts to help tackle this problem. FASTER Log is a high-performance concurrent persistent recoverable log, iterator, and random reader library in C#. It supports very frequent commit operations at low latency, and can quickly saturate
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GitHub - microsoft/UFO: A UI-Focused Agent for Windows OS Interaction.
GitHub - microsoft/azurechat: 🤖 💼 Azure Chat Solution Accelerator powered by Azure Open AI Service
GitHub - microsoft/vscode-wasm: A WASI implementation that uses VS Code's extension host as the implementing API
tslib/docs/generator.md at main · microsoft/tslib
GitHub - microsoft/fluentui-system-icons: Fluent System Icons are a collection of familiar, friendly and modern icons from Microsoft.
GitHub - microsoft/FluidFramework: Library for building distributed, real-time collaborative web applications
GitHub - microsoft/PowerToys: Windows system utilities to maximize productivity
GitHub - microsoft/playwright: Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
GitHub - microsoft/debug-adapter-protocol: Defines a common protocol for debug adapters.
GitHub - microsoft/vscode-pull-request-github: GitHub Pull Requests for Visual Studio Code
GitHub - microsoft/SPTAG: A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
