Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

I've created a comprehensive guide on building a headless LLM server with RAG capabilities. The tutorial walks through the complete implementation including document ingestion, vector storage, and query optimization.

The setup is production-ready and can be completed in about 30 minutes.

There are optional code sections for those who would like to interact with the model programmatically.