Set up a RAG pipeline - step by step

In this tutorial, you build a simple but robust RAG pipeline.

Steps

1. Upload documents
2. Generate chunks and embeddings
3. Connect semantic search
4. Generate responses with sources

Good defaults

• shorter chunks for precision
• moderate overlap for context continuity
• start with a small top-k and increase only if needed

If you want to include images in your article:

This keeps technical explanations easy to follow visually.