Use a generic dataset for fine-tuning to ensure the model can handle a wide range of topics.

Prepare a dataset consisting of user queries and responses for the virtual assistant and fine-tune the model on this dataset.

Implement a context management system to track and maintain conversation state across turns.

Limit the model's responses to a predefined set of common user queries.