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.
Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure
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.
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.
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.
A creative writing multi-agent solution to help users write articles.
A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.
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.
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.
A simple chat application that uses managed identity for Azure OpenAI access. Designed for deployment on Azure Container Apps with the Azure Developer CLI.
A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.
This repo is the Java version of Microsoft's sample app for ChatGPT + Enterprise data.
multi-agents banking assistant with Java and Semantic Kernel
Basic sample for deploying chat web apps with Azure AI Foundry and SDKs
This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀
This sample shows how to quickly get started with LlamaIndex.ai on Azure🚀
A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.
Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search.
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.
A creative writing multi-agent solution to help users write articles using Aspire and Semantic Kernel
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