Jev in production › Search, ranking and matching
Jev ranks candidate files and passages for code search, lowering cost by 7% at equal quality across 26 questions (company).
Ask a question about a codebase, get back only the source that answers it.
genigrep is code search for coding agents, and for people. You give it a question and a few likely keywords. It finds candidate files with ripgrep, has a small and cheap judge model rank the files and check the passages, and prints the passages that answer the question, verbatim with paths and line numbers.
It runs as a command line tool, an MCP server and a library, and comes with an agent skill.
For the project's own README, linking back here: