A high precision search system and method receives a full-text search request from a user and processes the full-text search request to determine the meanings of key words within the search request. The high precision search system creates a graphical representation of the search request based on the key words in the search request and the frequency with which they appear. The high precision search system accepts direct user input for modifying the graphical profile. The high precision search system also provides suggestions for adding new concepts and entities to the graphical profile and improving the search results. The system offers an extreme precision option wherein paragraphs are extracted from selected documents that match the search profile.