Spaces:
Sleeping
Sleeping
File size: 576 Bytes
77b3501 b8f917c 77b3501 b8f917c 21cdd54 67013df 21cdd54 67013df b8f917c 67013df 77b3501 b8f917c 77b3501 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
import os
import io
from dotenv import load_dotenv, find_dotenv
import requests, json
from transformers import pipeline
import gradio as gr
from transformers import pipeline
load_dotenv()
# Access the Hugging Face API key and endpoint URL
hf_api_key = os.getenv('HF_API_KEY')
#Summarization endpoint
get_completion = pipeline("summarization", model="shleifer/distilbart-cnn-12-6", token=hf_api_key)
def summarize(input):
output = get_completion(input)
return output[0]['summary_text']
demo = gr.Interface(fn=summarize, inputs="text", outputs="text")
demo.launch() |