Semantic Grep jina-grep-style semantic search, done in-process via Python rather than as an external CLI. Embeds query + corpus chunks with , ranks by cosine similarity, returns grep-format output. When Semantic Search Helps The core trade-off (lifted from 's own docs and validated in testing): | Task | Tool | |------|------| | Known exact string, filename, or regex | / / | | "What files discuss concept X" when X may not appear verbatim | semantic-grep | | Hybrid: prefilter with grep, rerank by concept | grep → | Regression test result (workshop session corpus, 135 docs): - "handling regulato…