DS-STAR queries

DS-STAR queries use DS-STAR reasoning capabilities that leverage the rich metadata and embeddings from the Docling extraction system. The DOCX extractor produces semantic chunks with rich metadata including hierarchy and provenance to support DS-STAR queries for document reasoning. The PPTX extractor provides slide-based semantic chunks with detailed metadata including slide layout and image counts that DS-STAR queries utilize for document analysis.