No. Genie spaces uses a fine tuned specialised text-2-sql model. fine-tuning text to 2 SQL model is not an easy job, so I would not recommend you doing yourself unless your business requires it.
DLT is using Spark Streaming behind the scene, DLT is just an easier way to code spark streaming applications. and it takes care of many of the knobs that you would otherwise need to handle yourself when working with spark streaming. also it is more ...
You can start with the Delta Lake Cheatsheet, but in the ear of LLMs, you just go to chatgpt and ask it to translate the SQL server code to Spark SQL, you can also use Databricks assistant to help you translate the code.
