Sample-App-Aoai-ChatGPT

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sample-app-aoai-chatGPT provides sample code for a web chat experience using Azure OpenAI, including Azure OpenAI On Your Data. It allows developers to build and deploy AI-powered chat applications.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is sample-app-aoai-chatGPT?

sample-app-aoai-chatGPT offers sample code for creating a web chat application that integrates with Azure OpenAI. This includes support for Azure OpenAI On Your Data, enabling the chat experience to leverage custom data sources like Azure AI Search, Azure CosmosDB, Elasticsearch, and Pinecone. The repository provides detailed instructions for configuring, deploying, and authenticating the application using various methods, including Azure Developer CLI, one-click Azure deployment, and Azure CLI. It also outlines how to set up authentication with identity providers like Microsoft Entra ID and manage app settings for both basic chat and data-connected experiences, making it a valuable resource for developers looking to build custom AI chat solutions.

Best used for

Ideal for developers who need to quickly prototype and deploy AI-powered chat applications, integrate them with their own data sources, and configure robust authentication. Especially valuable for those working within the Azure ecosystem and leveraging Azure OpenAI services for conversational AI.

Common actions

build AI chatbots

integrate AI with data

deploy chat applications

configure Azure OpenAI

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Capabilities

Key features

Azure OpenAI integration
Azure OpenAI On Your Data
Multiple deployment options
Authentication configuration
Custom data source support
Sample web chat app

Target Audience

developerprofessional

Integrations

azure-openaiazure-ai-searchazure-cosmosdbelasticsearchpineconeazure-sql-servermicrosoft-entra-id

Pricing & Plans

Open Source

Free

FAQs

What Azure OpenAI models are supported by this sample application?

The sample application supports chat models like gpt-35-turbo-16k and gpt-4. You need an existing Azure OpenAI resource and model deployment of a compatible chat model to use this sample code effectively.

What data sources can be used with Azure OpenAI On Your Data in this sample app?

This sample app supports various data sources for Azure OpenAI On Your Data, including Azure AI Search Index, Azure CosmosDB Mongo vCore vector index, Elasticsearch index, Pinecone index, Azure SQL Server, and Mongo DB.

How can I deploy the sample chat application?

You can deploy the sample application using several methods: Azure Developer CLI, a one-click Azure deployment button, or manually from your local machine using the Azure CLI. Detailed instructions are provided for each deployment option.

Is authentication required for the chat functionality?

Yes, after deployment, you must add an identity provider for authentication. Without it, chat functionality will be blocked to prevent unauthorized access. You can disable authentication for development, but it's not recommended for production.

Can I use Microsoft Entra ID for authentication with this sample application?

Yes, the sample application supports Microsoft Entra ID for intra-service authentication. This requires enabling managed identity on Azure OpenAI and the webapp, configuring AI search access, and assigning appropriate roles.

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