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.
☆28Updated 6 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
- ☆30Updated 10 months ago
- AI-driven solutions for Health & Life Sciences with Azure !☆17Updated 3 weeks ago
- A description of the HTTP protocol used by multiple Azure AI chat solutions.☆32Updated last year
- ☆10Updated 3 months ago
- This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.☆32Updated 8 months ago
- End-to-end solution sample for a travel assistant built with the Azure Agent Runtime☆22Updated 5 months ago
- An image search application using multimodal embeddings and Azure AI search vector search.☆13Updated last week
- Attendee and presenter resources for the workshop "Build a multi-tasking assistant with Azure OpenAI".☆29Updated 7 months ago
- ☆30Updated last week
- Perform entity extraction using Azure OpenAI structured outputs☆45Updated 2 months ago
- A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps wit…☆54Updated 2 months ago
- ☆92Updated 2 months ago
- Assistant API to chat with tabular data and perform analytics in natural language.☆50Updated 9 months ago
- This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure D…☆82Updated last week
- ☆32Updated last week
- Multi-modal & multi-domain customer service agent with real time text, voice and soon video☆65Updated last week
- ☆23Updated 3 weeks ago
- ☆31Updated last month
- ☆25Updated 4 months ago
- Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search.☆82Updated this week
- Model Context Protocol Servers for Azure AI Search☆47Updated 3 months ago
- Programmatically extract data and apply schemas to unstructured documents across text-based and multi-modal content using Azure AI Foundr…☆53Updated this week
- An Azure OpenAI end-to-end chat example used in the Azure Architecture Center.☆62Updated last week
- A demo app showcasing Vector Search using Azure AI Search, Azure OpenAI for text embeddings, and Azure AI Vision for image embeddings.☆73Updated 7 months ago
- Streamlit-based UI Demo Kit app to showcase capabilities of Azure AI Foundry's Agent Service framework.☆29Updated 5 months ago
- ☆59Updated this week
- Sample to show using Azure Functions to run action functions from Azure AI Services☆24Updated 3 weeks ago
- ☆54Updated 2 weeks ago
- ☆48Updated 5 months ago