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OmParkashPandeY
commited on
Commit
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8f8f0e3
1
Parent(s):
77fb0a9
Update app.py
Browse files
app.py
CHANGED
@@ -1,38 +1,8 @@
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import
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from dotenv import load_dotenv, find_dotenv
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_ = load_dotenv(find_dotenv())
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hf_api_key = os.environ['HF_API_KEY']
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API_URL = "https://api-inference.huggingface.co/models/facebook/bart-large-cnn"
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#Summarization endpoint
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def get_completion(inputs, parameters=None,ENDPOINT_URL=API_URL):
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headers = {
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"Authorization": f"Bearer {hf_api_key}",
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"Content-Type": "application/json"
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}
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data = { "inputs": inputs }
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if parameters is not None:
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data.update({"parameters": parameters})
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response = requests.request("POST",ENDPOINT_URL, headers=headers,data=json.dumps(data))
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return json.loads(response.content.decode("utf-8"))
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from transformers import pipeline
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model_end_point = "facebook/bart-large-cnn"
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get_completion = pipeline("summarization", model=model_end_point)
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import gradio as gr
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def summarize(input):
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output = get_completion(input)
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return output[0]['summary_text']
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gr.close_all()
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demo = gr.Interface(fn=summarize, inputs="text", outputs="text")
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demo.launch(share=True)
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from src.controllers.text_summarize_controller import loadGUI
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def main():
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loadGUI()
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if __name__ == '__main__':
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main()
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