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Azure Samples

Microsoft Azure code samples and examples in .NET, Java, Python, JavaScript, TypeScript, PHP and Ruby

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  1. azure-search-openai-demo azure-search-openai-demo Public

    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.

    Python 6.8k 4.6k

  2. cognitive-services-speech-sdk cognitive-services-speech-sdk Public

    Sample code for the Microsoft Cognitive Services Speech SDK

    C# 3.1k 1.9k

  3. graphrag-accelerator graphrag-accelerator Public

    One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

    Python 2.2k 396

  4. active-directory-aspnetcore-webapp-openidconnect-v2 active-directory-aspnetcore-webapp-openidconnect-v2 Public

    An ASP.NET Core Web App which lets sign-in users (including in your org, many orgs, orgs + personal accounts, sovereign clouds) and call Web APIs (including Microsoft Graph)

    PowerShell 1.4k 1k

  5. openai openai Public

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

    Jupyter Notebook 1.2k 406

  6. chat-with-your-data-solution-accelerator chat-with-your-data-solution-accelerator Public

    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…

    Python 969 500

Repositories

Showing 10 of 2861 repositories
  • azure-databricks-mlops-mlflow Public

    Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

    Jupyter Notebook 84 MIT 53 1 0 Updated Mar 21, 2025
  • fine-tuning-open-source-text-generation Public

    Fine-tuning text generation models from scratch using jobs in Azure Machine Learning

    Jupyter Notebook 2 MIT 0 0 7 Updated Mar 21, 2025
  • azure-search-power-skills Public

    A collection of useful functions to be deployed as custom skills for Azure Cognitive Search

    C# 298 MIT 171 9 6 Updated Mar 21, 2025
  • ml-development-template Public

    The Machine Learning class is a versatile Python tool designed to simplify the creation, optimization, and evaluation of machine learning pipelines.

    Jupyter Notebook 0 MIT 1 1 4 Updated Mar 21, 2025
  • image-search-aisearch Public

    An image search application using multimodal embeddings and Azure AI search vector search.

    Bicep 11 MIT 3 0 0 Updated Mar 21, 2025
  • communication-services-web-chat-hero Public

    Hero sample to showcase web chat capabilities for Azure Communication Services

    TypeScript 46 MIT 86 1 1 Updated Mar 21, 2025
  • java-on-aca Public

    Spring Petclinic Microservices with AI on Azure Container Apps

    CSS 11 MIT 112 10 4 Updated Mar 21, 2025
  • AI-Gateway Public

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

    Jupyter Notebook 431 MIT 155 6 (1 issue needs help) 1 Updated Mar 21, 2025
  • get-started-with-ai-agents Public

    Basic sample for deploying AI agents web app with Azure AI Foundry and SDKs

    Bicep 24 MIT 11 9 15 Updated Mar 21, 2025
  • Azure-Language-OpenAI-Conversational-Agent-Accelerator Public

    A solution accelerator project harnessing the capabilities of Azure AI Language to augment an existing Azure OpenAI RAG chat app. Utilize Conversational Language Understanding (CLU) and Custom Question Answering (CQA) to dynamically improve a RAG chat experience.

    Python 16 MIT 4 0 1 Updated Mar 21, 2025