KYNEX gives a language model six tools — page text, table parsing, OCR, vision, full-text search, and layout analysis — and lets it decide what to inspect. No chunking, no embeddings, no retrieval step. Scores 92.97 F1 on ExtractBench (370 documents, 67 types) using GPT-5.4, above GPT-6 Astra (91.9) and Claude Code (87.1). Verified by LlamaIndex. Apache-2.0.