Knowledge graph embeddings to fetch answers


I'm planning to build a chat bot with neo4j as knowledge base, whenever user asks certain question which requires to fetch answer from knowledge base, for example consider a movie knowledge graph and say user ask question like "where does actor 'abc' live", then instead of writing cypher query for this, can I search/get answer from knowledge graph embedding?

I'm not sure weather this is possible but I wanted to check.

Why I need this is because it is difficult to write cypher query for every possible question user can ask that requires to get answer from knowledge base or if anyone can please tell me how this can be handled it will be helpful.

Thank You