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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
# Access the Hugging Face API key and endpoint URL
hf_api_key = os.getenv('HF_API_KEY')
ENDPOINT_URL = os.getenv('HF_API_SUMMARY_BASE')
#Summarization endpoint
get_completion = pipeline("summarization", model="shleifer/distilbart-cnn-12-6")
def summarize(input):
output = get_completion(input)
return output[0]['summary_text']
demo = gr.Interface(fn=summarize, inputs="text", outputs="text")
demo.launch() |