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Azure-Samples / azure-search-openai-demo

RAG chat with Azure AI Search + Python

by Azure Content TeamView on GitHub

Creates a ChatGPT-like frontend with API backend that uses OpenAI chat models to answer questions about uploaded documents.

Application screenshot for RAG chat with Azure AI Search + Python

Architecture

Architecture diagram for RAG chat with Azure AI Search + Python

Resources included

Resource
Description
Azure App Service
Quickly create powerful cloud apps for web and mobile.
Azure OpenAI Service
Apply advanced coding and language models to a variety of use cases.
Azure AI Search
Enterprise scale search for app development.
Azure Blob Storage
Massively scalable and secure object storage.
Azure Monitor
Full observability into your applications, infrastructure, and network.
Azure Container Apps
Build and deploy modern apps and microservices using serverless containers.