{"repo":"marcominerva/SqlDatabaseVectorSearch","free":true,"listed":false,"github":"https://github.com/marcominerva/SqlDatabaseVectorSearch","clone":"git clone https://github.com/marcominerva/SqlDatabaseVectorSearch.git","description":"A Blazor Web App and Minimal API for performing RAG (Retrieval Augmented Generation) and vector search using the native VECTOR type in Azure SQL Database and Azure OpenAI.","language":"C#","stars":143,"topics":["azure-openai","azure-sql-database","c-sharp","chatgpt","dotnet","embeddings","openai","sql-server","vector-database","visual-studio"],"license":"MIT","category":"databases-storage","readme_excerpt":"SQL Database Vector Search A Blazor Web App and Minimal API for performing RAG (Retrieval Augmented Generation) and vector search using the native VECTOR type in Azure SQL Database or SQL Server 2025, Azure OpenAI, and Microsoft Agent Framework. Table of Contents - Overview - Screenshots - Prerequisites - Project Structure - Setup - Supported Features - How to Use - Limitations & FAQ - Contributing - License --- Overview This application allows you to: - Load documents (PDF, DOCX, TXT, MD) - Generate embeddings and save them as vectors in Azure SQL Database or SQL Server 2025 - Perform semantic search and RAG using Azure OpenAI and Microsoft Agent Framework agents - Interact via a Blazor Web App or programmatically via Minimal API The native VECTOR type is available in both Azure SQL Database and SQL Server 2025, so no external vector store is required. Embeddings and chat completion are orchestrated with Microsoft Agent Framework. The application uses an embedding workflow to import documents, a reformulation agent to rewrite follow-up questions with conversation context, and a RAG agent connected to a SQL vector-search context provider. Screenshots Web App Web API Prerequisites - .NET 10 SDK - One of the following, both of which support the native VECTOR type: - Azure SQL Database - SQL Server 2025 or later - Azure OpenAI resource and API keys Project Structure - SqlDatabaseVectorSearch/ - Main Blazor Web App and API - Components/ - Blazor UI components - ContentDecoders/ -","default_branch":null,"files":null,"tree":[],"storefront":"/r/marcominerva","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/marcominerva/SqlDatabaseVectorSearch/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}