Update .gitignore to ignore nose egg on Windows.
Improve docstring.
Add the missing doc_id method to the RequestDocument.
Fix CacmDocument#get_full_text when a field is set to None.
Remoe trailing newlines.
Add InvertedIndex and related classes.
Implement vectorial search.
Update executable script with proper vectorial search.