A programmable search engine system is programmable by a variety of different entities, such as client devices and vertical content sites to customize search results for users. Context files store instructions for controlling the operations of the programmable search engine. The contest files are processed by various context processors, which use the instructions therein to provide various pre-processing, post-processing, and search engine control operations.