| import gradio as gr | |
| import os | |
| os.system('python -m spacy download en_core_web_trf') | |
| import spacy | |
| from spacy import displacy | |
| nlp = spacy.load("en_core_web_trf") | |
| def ner(text): | |
| doc = nlp(text) | |
| html = displacy.render(doc, style="ent", page=True) | |
| html = ( | |
| "" | |
| + html | |
| + "" | |
| ) | |
| return html | |
| title = "Named Entity Recognition" | |
| demo = gr.Interface( | |
| fn=ner, | |
| inputs=gr.Textbox(placeholder="Enter sentence here..."), | |
| outputs="html", | |
| title=title, | |
| examples=["In February 2006, Musk led Tesla's Series B venture capital funding round of $13 million, which added Valor Equity Partners to the funding team. \ | |
| Musk co-led the third, $40 million round in May 2006 which saw investment from prominent entrepreneurs including Google co-founders Sergey Brin and Larry Page, \ | |
| and former eBay President Jeff Skoll. A fourth round worth $45 million in May 2007 brought the total private financing investment to over $105 million. \ | |
| Tesla's first car, the Roadster, was officially revealed to the public on July 19, 2006, in Santa Monica, California, at a 350-person invitation-only event held \ | |
| in Barker Hangar at Santa Monica Airport."] | |
| ) | |
| demo.launch() |