Just today my student working on LLMs managed to get Alpaca to generate correct Cypher queries for a neo4j database, based on simple user queries. Next step, run the query and use Alpaca to verbalize the response back to the user. Will keep you posted.

I'm meeting one of my senior students today to kickstart a project on neuro-symbolic knowledge retrieval. Current plan is to make Alpaca learn to query a neo4j database with Cypher and Python to answer precise queries on domain-specific knowledge bases. Let's see how that goes.