Azure-Samples / rag-as-a-service-with-visionLinks
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.
☆27Updated 5 months ago
Alternatives and similar repositories for rag-as-a-service-with-vision
Users that are interested in rag-as-a-service-with-vision are comparing it to the libraries listed below
Sorting:
- Simple Azure AI Studio setup following Microsoft's best practices for security and access management☆17Updated 8 months ago
- ☆27Updated 9 months ago
- This repo contains hands-on labs for building AI Agents using the Azure AI Agent Service SDK and Semantic Kernel. The Azure AI Agent Serv…☆15Updated last week
- This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.☆32Updated 7 months ago
- An Azure OpenAI end-to-end chat example used in the Azure Architecture Center.☆58Updated this week
- An image search application using multimodal embeddings and Azure AI search vector search.☆12Updated last month
- Perform entity extraction using Azure OpenAI structured outputs☆44Updated last month
- ☆29Updated 10 months ago
- A solution accelerator project harnessing the capabilities of Azure AI Language to augment an existing Azure OpenAI RAG chat app. Utilize…☆36Updated 2 weeks ago
- ☆29Updated 2 weeks ago
- ☆10Updated 2 months ago
- This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure D…☆77Updated 2 weeks ago
- A demo app showcasing Vector Search using Azure AI Search, Azure OpenAI for text embeddings, and Azure AI Vision for image embeddings.☆73Updated 6 months ago
- Assistant API to chat with tabular data and perform analytics in natural language.☆49Updated 9 months ago
- AI-driven solutions for Health & Life Sciences with Azure !☆16Updated last week
- Attendee and presenter resources for the workshop "Build a multi-tasking assistant with Azure OpenAI".☆29Updated 6 months ago
- A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps wit…☆54Updated last month
- Multi-modal & multi-domain customer service agent with real time text, voice and soon video☆64Updated last week
- Sample to show using Azure Functions to run action functions from Azure AI Services☆22Updated this week
- ☆25Updated 3 months ago
- End-to-end solution sample for a travel assistant built with the Azure Agent Runtime☆22Updated 4 months ago
- Model Context Protocol Servers for Azure AI Search☆45Updated 2 months ago
- A description of the HTTP protocol used by multiple Azure AI chat solutions.☆32Updated 11 months ago
- Examples of fine-tuning LLMs☆16Updated 2 months ago
- ☆28Updated last week
- Programmatically extract data and apply schemas to unstructured documents across text-based and multi-modal content using Azure AI Foundr…☆42Updated this week
- This sample shows how to take a ChatGPT prompt as HTTP Get or Post input, calculates the completions using OpenAI ChatGPT service, all ho…☆19Updated 5 months ago
- Azure OpenAI code resources for using the Computer Use model☆30Updated last week
- ☆89Updated last month
- ☆48Updated 5 months ago