Azure-Samples/azure-ai

A hub with a curated awesome list of all Azure AI samples

Azure AI Hub

Welcome to a hub for the Azure AI developer community! This readme includes links to a curated list of the official Microsoft SDKs, Samples and other guidance around Azure OpenAI and other Cognitive Services. The Discussions tab is an opportunity for you to talk directly to the Microsoft Product teams working on Azure AI and share/learn from other developers like yourself.

Table of Contents ✨🆕

• Azure AI Reference Templates🆕

• Getting started with Azure OpenAI ChatGPT Copilots in Python, .NET/C#, JavaScript/TypeScript and Java

• Azure OpenAI ChatGPT Copilots With Your Own Data using Cognitive Search, MongoDB, Redis or PostgreSQL✨

• Azure OpenAI for Python Developers✨

• Azure OpenAI for .NET/C# Developers✨

• Azure OpenAI for JavaScript/TypeScript Developers🆕

• Azure OpenAI for Java Developers🆕

• Azure OpenAI for Go Developers🆕

• Secure your Azure AI Resources✨

• Create and manage Azure AI Resources with code✨

• Speech/Vision

• Language

• Applied AI/Decision

Azure AI Reference Templates✨🆕

• Build an enterprise chat app using your data with Azure OpenAI in Python✨

• Build an enterprise chat app using your data with Azure OpenAI in JavaScript✨

• Build an enterprise chat app using your data with Azure OpenAI in .NET✨

• Build an enterprise chat app using your data with Azure OpenAI in Java✨

• Build a chat app with Azure OpenAI in Python✨

• Build a LangChain with Azure OpenAI in Python✨

• Build a ChatGPT Plugin with Azure Container Apps in Python✨

Getting started with Azure OpenAI ChatGPT Copilots

• Simple Azure OpenAI ChatGPT Copilot in Python🆕

• Simple ChatGPT Python Plugin App Authoring🆕

• ChatGPT QuickStarts for Python, C#, JavaScript and Java🆕

• Switch from OpenAI to Azure OpenAI✨

• ChatGPT .NET App with chats saved to CosmosDB🆕

• ChatGPT Python App with Azure Functions using LangChain🆕

• More Azure OpenAI Service Docs

Azure OpenAI ChatGPT Copilots with your own data

• ChatGPT JavaScript Copilot with your own data using Cognitive Search✨

• ChatGPT Python Copilot with your own data using Cognitive Search

• ChatGPT .NET Copilot with your own data using Cognitive Search🆕

• ChatGPT .NET Copilot with your own data using MongoDB. (Blog)

• OpenAI Python ChatGPT Web App with batch processing on your own data using Redis

• Code behind ChatGPT Web App from uploading your data to the Azure OpenAI Playground🆕

• OpenAI Python Notebook with your own data using Redis with LlamaIndex

• OpenAI solutions with your own data using PostgreSQL

OpenAI for Python Developers

• OpenAI SDK for Python

• openai Python Package

• Completions

• Streaming Chat completions

• Switch from OpenAI to Azure OpenAI✨

• ChatGPT Python App🆕

• ChatGPT Python Plugin App Authoring🆕

• ChatGPT Python App with your own data✨

• Azure AI Content Safety SDK for Python🆕

• Azure companion for Python experiment

• Vector Embeddings based Q&A App

• Use Speech to converse with OpenAI

• Deploy a model and generate text

• Embeddings

• Finetuning

• More Samples

OpenAI for .NET Developers

• Azure OpenAI SDK for .NET✨

• Azure.AI.OpenAI NuGet package✨

• Completions

• Streaming Chat Completions✨

• Summarize Text

• ChatGPT .NET App with your own data🆕

• ChatGPT .NET App with chats saved to CosmosDB🆕

• MAUI chat app example

• More Samples

OpenAI for JavaScript Developers

• Azure OpenAI SDK for JavaScript🆕

• @azure/openai npm package🆕

• Completions🆕

• Streaming Chat Completions🆕

• More Samples🆕

OpenAI for Java Developers

• Azure OpenAI SDK for Java🆕

• azure.ai.openai maven package🆕

• Completions🆕

• Streaming Chat Completions🆕

• Spring Samples🆕

• More Samples🆕

OpenAI for Go Developers

• Azure OpenAI SDK for Go

• Package (pkg.go.dev)

• ChatCompletions

• ChatCompletions using Functions

• Streaming Chat Completions

• Image generation

• Embeddings

• Other examples

Create and manage Azure AI Resources with code

• Azure Developer CLI

• Azure CLI

• Bicep

• Terraform

• Python

• .NET/C#

• JavaScript/TypeScript

• Java

Secure your Azure AI Resources

• OpenAI with Azure Active Directory Role based access control

• OpenAI with Managed Identities

Speech/Vision

• Use Speech to converse with OpenAI

• Captioning and Call Center Transcription in Python, .NET, JavaScript, Java, C++ and Go 

• Integrate Speech into your apps with Speech SDK Samples in Python, .NET, JavaScript, Java, C++ and other languages

• Analyze images in Python, .NET and C++

Language

• Extract, classify, and understand text within documents using Text Analytics in Python , .NET , TypeScript , JavaScript and Java

• Document Translation in Python, .NET, TypeScript, JavaScript And Java

• Translate documents from and into more than 100 different languages using Document Translation sample apps

• Question Answering in Python and .NET

• Conversational Language Understanding in Python and .NET

Applied AI/Decision

• Azure Form Recognizer SDKs for .NET/C#, Python, JavaScript/TypeScript and Java

• Extract structured data from forms, receipts, invoices, and cards using Form Recognizer in Python, .NET, TypeScript, JavaScript, and Java

• Use Form Recognizer to automate a paper based process using the New patient registration with Form Recognizer workshop. (Code)

• Metrics Advisor SDK samples in Python, .NET, TypeScript, JavaScript and Java

• Multi-variate Anomaly Detector in Python, .NET , Javascript and Java