Azure AI Samples
Welcome to the Azure AI Samples repository!
This repository acts as the top-level directory for official Azure AI sample code and examples. It includes notebooks and sample code that contain end-to-end samples as well as smaller code snippets for common developer tasks.
This repository is entirely open source, guidance on how to contribute and links to additional repositories are provided below.
Use the samples in this repository to try out Azure AI scenarios on your local machine!
Supplementary Documentation
Other Sample Repositories
Azure AI Studio
- Azure/aistudio-copilot-sample - Quickstart repo for building an enterprise chat copilot in Azure AI Studio.
- Azure-Samples/contoso-chat - End-to-end solution sample for a custom RAG-based retail copilot built code-first with Prompty & Azure AI Studio.
- Azure-Samples/contoso-creative-writer - End-to-end solution sample for a custom multi-agent creative writer solution built code-first with Prompty & Azure AI Studio.
Azure AI Search
- Azure-Samples/azure-search-openai-demo - Repo containing end to end samples for running the Retrieval Augmented Generation pattern across data using Python.
- Azure-Samples/azure-search-openai-javascript - Repo containing end to end samples for running the Retrieval Augmented Generation pattern across data using JavaScript.
- Azure-Samples/azure-search-openai-demo-csharp - Repo containing end to end samples for running the Retrieval Augmented Generation pattern across data using .NET.
- Azure-Samples/azure-search-openai-demo-java - Repo containing end to end samples for running the Retrieval Augmented Generation pattern across data using Java.
- Azure-Samples/langchainjs-quickstart-demo - Sample showing how to quickly develop generative AI apps using LangChain.js, starting with Ollama and local models and transition to Azure for production.
- Azure-Samples/azure-openai-rag-workshop - Repo contains both a sample and a step-by-step workshop on how to build a custom chatbot with Retrieval Augmented Generation using JavaScript.
Azure AI Assistant
- Azure-Samples/azure-ai-assistant-tool - Repo containing the Azure AI Assistant Tool and Python middleware libraries for quick experimentation, testing, and debugging of Azure OpenAI assistants in your local environment.
Copilot
- microsoft/chat-copilot - Sample showing how to build LLM chat copilot.
OpenAI
- openai/openai-cookbook - Example code for common tasks within OpenAI.
- Azure-Samples/serverless-chat-langchainjs - Sample implementing a serverless ChatGPT with Retrieval-Augmented-Generation using LangChain.js, that can run locally with Ollama and Mistral 7B.
Phi
- [https://aka.ms/phi-3cookbook] - Examples and code for common tasks using the Phi Family of Small Language Models.
Contributing
We welcome contributions and suggestions! Please see the contributing guidelines for details.
Code of Conduct
This project has adopted the Microsoft Open Source Code of Conduct. Please see the code of conduct for details.
Getting Help
Issues
If you find a bug in the source code or a mistake in the documentation, feel free to submit bug report . Or you could submit a pull request with a fix.
Feature Requests
If there's an sample that you'd like to see added, feel free to file a Feature Request.
If you'd like to implement it yourself, please refer to our contributing guidelines.