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spacy_ner / app.py

Update app.py

2b4ec25 over 1 year ago

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	import gradio as gr
	#os is used to change the directory
	import os
	#spacy is used for the NER
	import spacy
	#pandas is used to read, edit, and write tabular data
	import pandas as pd
	pip install https://huggingface.co/spacy/en_core_web_sm/resolve/main/en_core_web_sm-any-py3-none-any.whl


	# Using spacy.load().
	import spacy

	from collections import Counter
	import en_core_web_sm
	# spacy.cli.download("en_core_web_lg")
	nlp = en_core_web_sm.load()


	nlp = spacy.load("en_core_web_sm")
	def ner(sentence):
	doc = nlp(sentence)
	ents = [(e.text, e.label_) for e in doc.ents]
	return ents

	examples = [
	"where did Wandobire's laptop come from, was it africa or uganda?",
	]


	iface=gr.Interface(ner, gr.Textbox(placeholder="Enter sentence here..."),
	gr.HighlightedText(), examples=examples)
	iface.launch()