Repository History
4 repositories tagged with Microsoft
dotnet/skills: Curated .NET Agent Skills for AI Coding Agents
The dotnet/skills repository provides a curated collection of core skills and custom agents designed to assist AI coding agents with .NET and C# development. It offers a comprehensive set of plugins covering various aspects of the .NET ecosystem, from data access and diagnostics to AI integration and project upgrades. This resource empowers developers to enhance their AI-driven coding workflows with specialized .NET capabilities.
KBLaM: Knowledge Base Augmented Language Models for Enhanced LLMs
KBLaM, developed by Microsoft, is the official implementation of "Knowledge Base Augmented Language Models" presented at ICLR 2025. This innovative method enhances Large Language Models by directly integrating external knowledge bases, offering an efficient alternative to traditional Retrieval-Augmented Generation (RAG) and in-context learning. It eliminates external retrieval modules and scales computationally linearly with knowledge base size, rather than quadratically.
OmniParser: A Vision-Based Tool for GUI Agent Screen Parsing
OmniParser is a comprehensive tool developed by Microsoft for parsing user interface screenshots into structured, understandable elements. It significantly enhances the ability of vision-based models, such as GPT-4V, to generate accurate actions grounded in specific regions of a GUI. This project aims to advance pure vision-based GUI agents by providing robust screen parsing capabilities.
debugpy: An Advanced Debugger for Python Development
debugpy is Microsoft's robust implementation of the Debug Adapter Protocol (DAP) for Python 3. It provides powerful debugging capabilities, allowing developers to efficiently inspect and troubleshoot their Python applications. This tool supports both command-line and API-based usage, offering flexibility for various development workflows.