import spacy def get_entity_from_text(text): res = "--details--"+"\n" nlp = spacy.load("en_core_web_sm") docs = nlp(text) for ent in docs.ents: res = res + ent.text +" - "+ ent.label_+"\n" #print(ent.text, ent.label_) return res def get_pos_from_text(text): res = "--details--"+"\n" nlp = spacy.load("en_core_web_sm") docs = nlp(text) for token in docs: res = res + token.text+" : " + token.pos_ + " "+ token.tag_ +"\n" return res