Local RAG System Setup Tutorial 2026: Run RAG Locally

Step-by-step guide to setting up a local RAG system with zero API costs.

Using Ollama for embeddings and LLM, Chroma for vector storage, and LangChain for orchestration. All run locally with no API costs. Setup time approximately 30 minutes. Ideal for private documents. Supports PDF, DOCX, and text files.