ContextGem 1.0 is a new tool that blends decision models with LLMs to pull structured data from documents. It offers fast, low‑cost closed‑question answering with probability scores, routing each query to the best‑suited model. The release also adds Docling for file handling and agent‑friendly utilities.
Opening Kapyn…