GrepSeek Trains a Search Agent to Use Shell Commands: GRPO-Trained Shell-Command Search

GrepSeek is a method for training a search agent to use shell commands like grep instead of vector indices. It learns a policy to search raw text files directly, achieving strong performance on QA benchmarks without pre-built indexes.