We describe a new WWW-based information system called Squirrel which demonstrates an attempt to integrate a relational database system (RDBS) with an information retrieval system (IRS) providing context based access to a SGML document collection. Indexing of the documents is performed on full-text basis whereas search capabilities include ranking of the retrieved documents. A functioning prototype has been implemented and is available on the Internet.