looking for tools to run python script execution, database storage, and visualizations with version control

I possess several Python scripts that need to be executed sequentially. The subsequent script can be initiated either manually or automatically. Following each script execution, the output is to be stored in a database, with the option to manually visualize the data at each step. I am seeking recommendations for tools that facilitate building pipelines and dashboards for visualization. An essential requirement is the ability to maintain versioning for each run. Could you suggest some no-code or low-code tools that …

control data database datascience python python script scripts storage tools version control