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.
☆34Updated 3 weeks 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:
- This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure D…☆92Updated last week
- ☆33Updated last year
- ☆108Updated 4 months ago
- The GPT-RAG Orchestrator service is an agentic orchestration layer built on Azure AI Foundry Agent Service and the Semantic Kernel framew…☆70Updated this week
- This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.☆38Updated last year
- Assistant API to chat with tabular data and perform analytics in natural language.☆54Updated last year
- Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search.☆166Updated last week
- A Microsoft Foundry chat example used in the Azure Architecture Center.☆83Updated this week
- Attendee and presenter resources for the workshop "Build a multi-tasking assistant with Azure OpenAI".☆34Updated last year
- A multimodal Retrieval Augmented Generation with code execution capabilities. Process multiple complex documents with images, table, char…☆80Updated 2 months ago
- A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps wit…☆64Updated last week
- Simple Azure AI Studio setup following Microsoft's best practices for security and access management☆17Updated last year
- An image search application using multimodal embeddings and Azure AI search vector search.☆25Updated 2 weeks ago
- End-to-end solution sample for a travel assistant built with the Azure Agent Runtime☆27Updated 4 months ago
- A chat-based recommendation application that revolutionizes the culinary experience.☆49Updated this week
- ☆36Updated 6 months ago
- ☆42Updated last week
- Automated Retrieval and GPT Understanding System by utilizing Azure Document Intelligence in combination with GPT models.☆120Updated this week
- The GPT-RAG Data Ingestion service automates processing of diverse documents—PDFs, images, spreadsheets, transcripts, and SharePoint—read…☆155Updated 2 weeks ago
- ☆141Updated 7 months ago
- A deployment of a secure, extensible and integrated environment for running AI Foundry workloads in Production. It simplifies the process…☆155Updated this week
- This template deploys a Generative AI Virtual Assistant using Azure OpenAI and Bot Framework.☆77Updated last year
- The Doc Intelligence in-a-Box project leverages Azure AI Document Intelligence to extract data from PDF forms and store the data in a Azu…☆41Updated 10 months ago
- Enterprise Azure OpenAI Hub provides prescriptive architecture and guidance to accelerate Generative AI on Azure for all organisations, i…☆84Updated 10 months ago
- A collection of samples demonstrating techniques for processing documents with Azure AI including AI Foundry, OpenAI, Document Intelligen…☆114Updated last month
- Sample to show using Azure Functions to run action functions from Azure AI Services☆36Updated 5 months ago
- This sample demonstrates how to use GPT-4o with Vision to extract structured JSON data from PDF documents, such as invoices, using the Az…☆65Updated last year
- ☆24Updated 6 months ago
- Multi-modal & multi-domain customer service agent with real time text, voice and soon video☆75Updated 3 weeks ago
- ☆55Updated 5 months ago