def home(): found_extended = None question = "" if 'search' in request.args: question = request.args['search'] found = tfidf.search(question) found_extended = [(Cleaner.make_printable(title), similarity, Cleaner.make_printable(tfidf.documents[index][1])) for title, similarity, index in found] return render_template('home.html', found=found_extended, query=question)
def clusters(): if 'k' in request.args: k = int(request.args['k']) else: k = 9 clusters = tfidf.group_kmeans(k, 20) enhanced_clusters = [[documents[doc_id] for doc_id in cluster] for cluster in clusters] cleaned_clusters = [[(Cleaner.make_printable(title), Cleaner.make_printable(desc), category) for title, desc, category in cluster] for cluster in enhanced_clusters] return render_template('clusters.html', clusters=cleaned_clusters)