A RAG corpus contains navigation menus repeated on every web page. Search repeatedly favors these menus over the article text. Which preparation is most useful?

1. Increase the generator output limit and leave the corpus unchanged.
2. Replace every page body with its menu because the menu is shorter.
3. Remove known boilerplate while retaining article content and source provenance.
4. Duplicate the navigation menus to make embeddings more consistent.