Indexes a Python codebase at function granularity using AST chunking and FAISS, skips unchanged files via file hashing on re-index, and compares two embedding models side by side on the same query. grep finds text; this finds intent — and the re-index/hashing logic is the same pattern real production search tools use to stay fast on large repos.