in-context learning optimization

Adaptive Few-Shot Prompting: Use Semantic Retrieval to Pick Your Examples Instead of Hardcoding Them

New research shows that picking in-context examples by embedding similarity beats static few-shot, with gains like +7.3% F1 on biomedical NER. Here's how to build it.

Brian Gagne · May 25, 2026