The BioChatter variant involves a multistep procedure of constructing the query, while the “LLM only” variant receives the complete schema definition of a BioCypher knowledge graph - which BioChatter also uses as a basis for the prompt engine.

BioChatter harmonizes the APls of open-source LLM deployment tools and proprietary LLM providers, knowledge management systems such as knowledge graphs and vector databases.

Biochatter: A platform for the biomedical application of large language models https://t.co/wirhgHeZcM https://t.co/wzmy6BRDCv