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A repository of code samples for Vector search capabilities in Azure AI Search.
🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.
DSPy: The framework for programming—not prompting—language models
Python tool for converting files and office documents to Markdown.
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD C…
A sleek and user-friendly interface for interacting with Ollama models, built with Python and Gradio.
Azure Quickstart Templates
A bibliography and survey of the papers surrounding o1
Explores the implementation of a LangChain Agent using Azure Cosmos DB for MongoDB vCore to handle traveler inquiries and bookings. The project provides detailed instructions for setting up the env…
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Sample quickstart repo for getting started building an enterprise chat copilot in Azure AI Studio
Azure OpenAI (demos, documentation, accelerators).
Integrate cutting-edge LLM technology quickly and easily into your apps
workshop materials to build intelligent solutions on Open AI
Personal Blog Template Powered by Astro
Very raw prototype of a Docs Site with features inspired by Stripe Docs, powered by Astro and Starlight
This repository contains demos I made with the Transformers library by HuggingFace.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes mos…
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Example project building a data visualization app using Streamlit and LIDA
Intelligent enterprise-grade reference architecture for JavaScript, featuring OpenAI integration, Azure Developer CLI template and Playwright tests.
Robust recipes to align language models with human and AI preferences
Open source codebase powering the HuggingChat app
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator