Specific timeline with hashtag search


is it possible to create a hash tag search within the timeline?
I want to show only my timeline with a specific hashtag.
Is it only possible to do this within the api and oauth?
If so can someone supply better documentation on how to start this, I have created the app and generated the keys already but I would like to generated this either with the rest or pure JS.