azure-ai-search
There are 45 repositories under azure-ai-search topic.
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.
Azure-Samples/contoso-chat
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.
Azure-Samples/aisearch-openai-rag-audio
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.
Azure-Samples/contoso-creative-writer
A creative writing multi-agent solution to help users write articles.
Azure-Samples/azure-search-openai-javascript
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.
Azure-Samples/langchainjs-quickstart-demo
Build a generative AI application using LangChain.js, from local to Azure
Azure-Samples/aspire-semantic-kernel-creative-writer
A creative writing multi-agent solution to help users write articles using Aspire and Semantic Kernel
scale-tone/cognitive-search-static-web-apps-sample-ui
A simple sample UI for your Azure AI Search index. Built with React, TypeScript and Azure Static Web Apps
Azure-Samples/rag-as-a-service-with-vision
This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.
damienbod/AspNetCoreAzureAISearch
ASP.NET Core with Azure AI Search
jonathanscholtes/Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira
This project combines Azure AI Search, Azure OpenAI Service, LangChain, React.JS, and Python FastAPI to create an intelligent system for managing Jira issues. It features advanced AI search for seamless document retrieval, a user-friendly React.JS front-end, and a robust Python FastAPI back-end.
ks6088ts-labs/workshop-azure-openai
Workshop for Azure OpenAI Service
robrita/awesome-azure-ai-apps
Awesome list of apps powered by Azure AI platform.
aymenfurter/agentic-rag-solution-accelerator
(early development) A solution accelerator showcasing how to build agentic RAG apps using Azure AI Content Understanding & Azure AI Agent Service
mooncowboy/azure-ai-stepbystep
Hands on labs originally created for the Step by Step for partners motion in Portugal and now available for everyone.
nfmoore/azure-openai-example-scenarios
This project demonstrates a small-scale proof-of-concept deployment of an enterprise chatbot leveraging the power of Azure OpenAI and Azure AI Search, built and deployed using Streamlit. Utilizing the Retrieval-Augmented Generation (RAG) pattern.
DavidMoserAI/AzureDocumentIntelligenceChunker
A lightweight Python library for metadata-rich document chunking in Retrieval-Augmented Generation (RAG) workflows. It leverages Azure AI Document Intelligence to enhance chunking by retaining hierarchical structure, page numbers, and bounding boxes for seamless integration with PDF viewers.
giovanesouza/challenge-using-AISearch-for-indexing-and-querying-data
Desafio: Utilizando AI Search para indexação e consulta de Dados.
jonathanscholtes/Azure-AI-RAG-CSharp-Semantic-Kernel-Functions
This repository offers a solution for deploying a Generative AI (GenAI) system on Azure using Retrieval-Augmented Generation (RAG). It features a RAG Chat API integrated with CosmosDB and HTML files, enabling customer support teams to resolve issues effectively.
aqiftekhar/ADFPipelineCognitiveSearch
Implemented Azure AI Search, Azure Data Factory Pipelines and Change Data Capture using C# and Azure.
enricogoerlitz/ai-typecode-chat
RAG-Architecture POC
Kentico/xperience-by-kentico-azure-ai-search
Azure AI Search integration for Xperience by Kentico
mayashavin/docqna-assist-react
This is the demo repo demonstrating how to use Azure serverless functions to create a document assistant with Azure OpenAI, Azure Content Safety. It will also includes a web app to interact with the Azure functions, built in React.
MSUSAzureAccelerators/SouthReusableAssets
IP and use case assets for CSU
rliberoff/CODERTECTURA-009YT-Bot-Azure-AI-Search-OpenAI
Código de ejemplo demo del vídeo "🤖 Vamos a conectar un Azure Bot al AI Search y OpenAI con el API REST o el SDK" con Celeste.
geniuskitchen-ai/vector-search
Code Samples for getting started with Vector Search, Embeddings, Vector Databases and Retrieval Augmented Generation
raj-oo8/ai-samples
Artificial Intelligence Orchestration Samples
vaditechspace/next-gen-ai
Explore cutting-edge examples of advanced AI technologies. This repository offers insights for developing innovative, intelligent solutions that leverage the power of AI to enhance applications and deliver next-generation experiences.
wilson101xx/VannaAI-Azure-Snowflake
Utilizing VannaAI to use training Data from Azure AI Search Vector DB to query on a Snowflake Database
guiuba/AI-Search-Microsoft-Azure
Passo a passo da atividade Azure Cognitive Search: Utilizando AI Search para indexação e consulta de Dados da plataforma Dio.
jonathanscholtes/Azure-AI-Foundry-Deployment
Deploys Azure AI Foundry using the Azure AI Baseline Reference Architecture, following best practices for networking, security, and model integration. It provisions infrastructure for chatting over data using Azure AI Search, event-driven processing for indexing, Bicep for IaC, and testing in the Playground interface.
jonathanscholtes/Azure-AI-RAG-CSharp-Prompty
Deploying a Retrieval-Augmented Generation (RAG) solution on Azure, featuring a RAG Chat API that uses customer data and technical HTML files to enhance customer support troubleshooting. It leverages Azure AI Search for vector storage and Azure OpenAI for model inference, ensuring security, scalability, and adherence to best practices.
jonathanscholtes/azure-ai-search-large-doc-indexing-vectorization
This project explores document chunking strategies and vector search algorithms in Azure AI Search for Retrieval-Augmented Generation (RAG). It leverages Azure OpenAI embeddings and GPT-4 to improve retrieval accuracy and response quality. The solution includes an Azure Function for data loading and Bicep for resource deployment.
Rickcau/vendor-contracts-gen-ai
Vendor Contracts GenAI Solution
vikpires/DS_azure-AI-search
Exploring the capabilities of Azure AI Search by Azure AI Services to index documents and query indexes.