azure-search-openai-demo and Azure-chatGPT-demo
These are ecosystem siblings: the official Microsoft sample demonstrates an enterprise-grade RAG architecture using Azure AI Search as the retrieval backend, while the community demo provides an alternative frontend implementation pattern for Azure OpenAI models, both serving as reference implementations within the Azure OpenAI ecosystem rather than competing solutions.
About azure-search-openai-demo
Azure-Samples/azure-search-openai-demo
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.
Implements document indexing via Azure AI Document Intelligence with support for multiple formats, includes in-UI settings for prompt engineering experimentation, and optionally layers multimodal vision capabilities for image-heavy content analysis. The backend uses Python with Infrastructure-as-Code (Bicep) for reproducible Azure deployments, while offering optional features like persistent chat history via Cosmos DB, speech accessibility, and Microsoft Entra identity integration for role-based data access control.
About Azure-chatGPT-demo
hddevteam/Azure-chatGPT-demo
A fascinating demo website built with Node.js and Azure OpenAI o series/gpt4o-realtime/gpt4o series model. This project serves as a great starting point for developers who are interested in developing chatbot applications using JavaScript and Azure OpenAI API.
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