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How to establish image feature library with OpenCV?

I want to use sift features which extract from about 1000 images to establish an image feature library. How can I do these? In order to faster the progress of image matching, my idea is to store these features into a database(e.g. mysql), and then read these features from this database. Is this idea feasible? Help someone can help me.