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ai-azd-templates

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
6900
1 天前

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

C#
737
24 天前

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

Bicep
692
1 个月前

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

Python
418
1 个月前

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

Python
352
5 天前

A TypeScript sample app for the Retrieval Augmented Generation pattern running on Azure, using Azure AI Search for retrieval and Azure OpenAI and LangChain large language models (LLMs) to power ChatGPT-style and Q&A experiences.

TypeScript
291
2 个月前

This solution accelerator leverages Azure AI Foundry, Azure AI Content Understanding, Azure OpenAI Service, and Azure AI Search to enable organizations to derive insights from volumes of conversational data using generative AI. It offers key phrase extraction, topic modeling, and interactive chat experiences through an intuitive web interface.

Jupyter Notebook
270
2 天前

A simple chat application that uses managed identity for Azure OpenAI access. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

Bicep
208
6 天前

A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.

Jupyter Notebook
129
1 个月前

This repo is the Java version of Microsoft's sample app for ChatGPT + Enterprise data.

Java
105
3 个月前

Basic sample for deploying chat web apps with Azure AI Foundry and SDKs

Bicep
61
4 天前

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀

TypeScript
56
1 个月前

This sample shows how to quickly get started with LlamaIndex.ai on Azure🚀

Python
55
24 天前

A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

Python
55
13 天前

Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search.

TypeScript
54
2 天前

The Chat App Protocol compliant user-interface building block, for your chat-gpt like RAG pattern applications built with Azure OpenAI and Azure AI Search.

TypeScript
53
7 个月前