Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Build a copilot application with Azure OpenAI Service, Azure Cosmos DB & Azure App Service.

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

Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework

🚀 Next Generation AI One-Stop Internationalization Solution. 🚀 下一代 AI 一站式 B/C 端解决方案，支持 OpenAI，Midjourney，Claude，讯飞星火，Stable Diffusion，DALL·E，ChatGLM，通义千问，腾讯混元，360 智脑，百川 AI，火山方舟，新必应，Gemini，Moonshot …

This Repo Is In Development. It will slowly but surely become one of the most potent repos available for open source AI agent code for n8n and other use cases that I cover in my YouTube videos. Sta…

Microsoft Copilot for Microsoft 365 samples

Optimizing inference proxy for LLMs

Free Doctor Consultation with Artificial Intelligence by using Generative AI

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in th…

Drag & drop UI to build your customized LLM flow

🔊 Text-Prompted Generative Audio Model

A talking LLM that runs on your own computer without needing the internet.

M.I.L.E.S, a GPT-4-Turbo voice assistant, self-adapts its prompts and AI model, can play any Spotify song, adjusts system and Spotify volume, performs calculations, browses the web and internet, se…

Unity Catalog UI

The interoperable, open source catalog for Apache Iceberg

Microsoft Copilot for Security is a generative AI-powered security solution that helps increase the efficiency and capabilities of defenders to improve security outcomes at machine speed and scale,…

An example implementation of RLHF (or, more accurately, RLAIF) built on MLX and HuggingFace.

Open, Multi-modal Catalog for Data & AI

AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI,…

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Sample microservices app for AKS demos, tutorials, and experiments

Query Iceberg in Trino, Nessie as Catalog, and use minio to replace AWS S3

OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

A code-first agent framework for seamlessly planning and executing data analytics tasks.