You are part of a collaborative effort between a data engineer and a data analyst who are developing a data pipeline. In this project, the data engineer is responsible for handling the raw, bronze, and silver layers of the pipeline using Python. Meanwhile, the data analyst manages the gold layer of the pipeline using SQL. The raw data source for this pipeline comes from a streaming input. The team has decided to migrate their existing pipeline to use Delta Live Tables. What modifications will be necessary for the pipeline to facilitate this migration to Delta Live Tables?