Mlflow evaluation for LLMs on Databricks examples

A curated collection of presentations-in-a-box created by Microsoft for speakers to use at user groups and meetups

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) avai…

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…

APIM ❤️ OpenAI - this repo contains a set of experiments on using GenAI capabilities of Azure API Management with Azure OpenAI and other services

Information Assistant, built with Azure OpenAI Service, Industry Accelerator

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

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Azure Open AI Landing Zones Reference Architectures Repository

This repository introduces and helps organizations get started with building Intelligent Apps and incorporating Large Language Models (LLMs) via AI Orchestration into them.

A repository of code samples for Vector search capabilities in Azure AI Search.

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Microsoft Official Build Modern AI Apps reference solutions and content. Demonstrate how to build Copilot applications that incorporate Hero Azure Services including Azure OpenAI Service, Azure Con…

Demo application to show how to use Azure AI Document Intelligence and Azure OpenAI Service to increase the efficiency of document analysis

The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions

Azure OpenAI (demos, documentation, accelerators).

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

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

Example for Deploying Chatbot using Streamlit and Azure Web App

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Driving a Large Language Model Revolution in Customer Service and Support

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

🤖 Deploy a private ChatGPT alternative hosted within your VPC. 🔮 Connect it to your organization's knowledge base and use it as a corporate oracle. Supports open-source LLMs like Llama 2, Falcon, a…

Build a question answering system based on a given collection of documents with open-source LLMs

This repo includes ChatGPT prompt curation to use ChatGPT better.

Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app