A multi-knowledge graph based intelligent reply method and apparatus, a computer device and a storage medium, related to big data and knowledge graphs. The method comprises: if another intelligent session connection instruction sent by a client is detected, obtaining a target user portrait corresponding to another intelligent session connection instruction (S107); determining whether the target user portrait is correspondingly bound with a first output result or not (S108); and if a first output result is bound in the target user portrait, obtaining a corresponding third current association problem set from a local second knowledge graph library according to the first output result, and sending the third current association problem set to the client (S109). According to the method, the association problem set is called in different knowledge graph libraries according to key entity names corresponding to the user portraits, corresponding information is correspondingly recommended to the users with different knowledge mastering degrees, and the information acquisition efficiency and accuracy of the users can be effectively improved.