Using jQuery to delete data stored in wp_options

I wonder if anyone could advise me further on my problem. Part of my plugin stores log files for debugging purposes. I have successfully displayed them in a (div#log) in my admin page using jquery and wp_localise_script. I have a button to delete these logs but I am unsure how to process this. I have a feeling that ajax might come in handy here but not sure where to start.