In order to improve subject tendency and promote accuracy of search engine, the paper constructs vertical search engine towards new drugs development based on Nutch, an open source search engine. It concretely elaborates the system architecture, workflow and key technologies, including URL seed selection, deep web crawling, subject relevance definition, etc.