tech

How Search Quality Shapes RL Outcomes

Training search agents on Exa instead of a SERP baseline yields higher pass@k, faster, at lower cost.

How Search Quality Shapes RL Outcomes

TL;DR

  • Training search agents on Exa improves pass@k.
  • Exa-trained agents are faster than SERP baseline agents.
  • Training on Exa is more cost-effective.