Hi @mayank_gupta:
Yes, Frappe creates automatically a REST API for every doctype, without any additional configuration.
Note that is case sensitive, so if your doctype is called “Article”, API call should be
library.localhost:8000/api/resource/Article
Edited: is your docype named “article” or “articles”?