.NET data ingestion: vector store search with Ollama, SQL Server, and Docker Desktop
Authorised Territory demonstrates a .NET console app that performs interactive natural-language search over a vector store, returning the most relevant document chunks. The video also covers ingesting PDF documents using Ollama, SQL Server, Docker Desktop, and a MarkItDown MCP server as part of the ingestion pipeline.
Overview
The video walks through building a .NET console application that:
- Queries a vector store interactively (prompt-driven / natural-language search)
- Retrieves the most relevant document chunks for a given query
- Ingests PDF documents into the system using:
- Ollama
- SQL Server
- Docker Desktop
- MarkItDown MCP server
It references a starting solution from an earlier video: