The whole trick fits in one sentence: retrieve at sentence level, then hand back the paragraph each hit came from. On a benchmark of legal contracts, that took my retrieval overlap from 37. 3% to 50.
Source: [Dev.to](https://dev.to/watthem_31/retrieval-overlap-went-up-13-points-by-promoting-sentences-to-paragraphs-4222)