A modular graph-based Retrieval-Augmented Generation (RAG) system

Virtual focus group with custom personas, product details, and final analysis created with AutoGen, Ollama/Llama3, and Streamlit.

Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance product experiences and streamline backend workflows. Leverages Microsoft's Copilot stack, Se…

AI chat for every model.

A programming framework for agentic AI 🤖

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB

RayLLM - LLMs on Ray

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

A simple ChatGPT Plugin running in Codespaces for dev and Azure for production.

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves…

Vector search PDF and Word documents with abstractive response.

Streamlit Component, for a Chatbot UI

Azure OpenAI Samples is a collection of code samples illustrating how to use Azure Open AI in creating AI solution for various use cases across industries. This repository is mained by a community …

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

Automating Advanced Business Analytics with ChatGPT

Best Practices on Recommendation Systems

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.

workshop materials to build intelligent solutions on Open AI

Implement many models for ML in Azure

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Scalable solution for ML Observability

Turning AML compute into Ray cluster

Providing tools and templates to facilitate modern MLOps practices

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

Turning AML compute into Ray cluster

Train a BERT model with TensorFlow 2.0 to automatically tag StackOverflow questions!

A collection of serverless tools to help govern your Azure ML compute resources