document indexing

Added option for indexing document vectors, this will speed up search for models with large number of documents. Specifically search_documents_by_vector, search_documents_by_keywords, and search_documents_by_documents.

Added new method search_documents_by_vector.

Added code to prevent hierarchical topic reduction error #79.