CoreQuarry is a hybrid search and retrieval engine that combines keyword, structural, and semantic search to index and query documents locally without cloud services. It preserves document structure during indexing, enabling precise retrieval at the phrase, section, or record level, and is designed to run on consumer hardware while supporting both human queries and LLM-driven search refinement.