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.
☆25Updated 4 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
- This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure D…☆67Updated 3 weeks ago
- ☆28Updated 8 months ago
- End-to-end solution sample for a travel assistant built with the Azure Agent Runtime☆22Updated 3 months ago
- ☆79Updated 2 weeks ago
- A solution accelerator project harnessing the capabilities of Azure AI Language to augment an existing Azure OpenAI RAG chat app. Utilize…☆20Updated 3 weeks ago
- Model Context Protocol Servers for Azure AI Search☆37Updated last month
- This solution converts speech to text and then processes and summarizes the text based on the prompt scenario.☆32Updated 6 months ago
- Assistant API to chat with tabular data and perform analytics in natural language.☆46Updated 7 months ago
- Simple Azure AI Studio setup following Microsoft's best practices for security and access management☆17Updated 6 months ago
- A description of the HTTP protocol used by multiple Azure AI chat solutions.☆32Updated 10 months ago
- Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search.☆55Updated this week
- A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps wit…☆55Updated 2 weeks ago
- ☆29Updated 8 months ago
- ☆10Updated last month
- An Azure OpenAI end-to-end chat example used in the Azure Architecture Center.☆45Updated this week
- ☆57Updated 2 months ago
- Multi-modal & multi-domain customer service agent with real time text, voice and soon video☆53Updated last week
- Perform entity extraction using Azure OpenAI structured outputs☆41Updated this week
- Jupyter notebooks that demonstrate vector search, hybrid search, image search, RAG, and evaluation, all with Azure AI Search.☆27Updated 4 months ago
- An image search application using multimodal embeddings and Azure AI search vector search.☆12Updated 2 weeks ago
- Basic sample for deploying AI agents web app with Azure AI Foundry and SDKs☆43Updated this week
- Ally – AI Contract Assistant is a Word plugin using Azure OpenAI for contract analysis, real-time Q&A, and auto-markup. It helps legal pr…☆30Updated 3 weeks ago
- ☆51Updated 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.☆72Updated 5 months ago
- ☆12Updated last month
- Responses API on Azure OpenAI samples☆15Updated this week
- ☆58Updated 6 months ago
- Legal Research Copilot Example Solution built with Generative AI capabilities of PostgreSQL on Azure☆69Updated last month
- Sample to show using Azure Functions to run action functions from Azure AI Services☆16Updated this week
- ☆26Updated 3 months ago