LLM Analyzes BioModels For Rapid Interpretation

Researchers submitted a Jan 30, 2026 preprint describing an LLM assistant that analyzes the BioModels database's SBML models, enabling natural-language interaction and rapid extraction of salient points. The workflow chunks models, converts them to text with Llama 3, embeds content and queries in ChromaDB for similarity retrieval, and uses retrieved context to reduce hallucination and produce focused chat responses.