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| # import gradio as gr | |
| # gr.Interface.load("models/deepset/roberta-base-squad2").launch() | |
| import gradio | |
| import requests | |
| import os | |
| auth = os.environ.get('Authorization') | |
| API_URL = "https://api-inference.huggingface.co/models/deepset/roberta-base-squad2" | |
| headers = {"Authorization": auth} | |
| def query(payload): | |
| response = requests.post(API_URL, headers=headers, json=payload) | |
| return response.json() | |
| def my_inference_function(name): | |
| return query({ | |
| "inputs": { | |
| "question": name, | |
| "context": "My name is Clara and I live in Berkeley." | |
| }, | |
| }) | |
| # gradio_interface = gradio.Interface( | |
| # fn = my_inference_function, | |
| # inputs = "text", | |
| # outputs = "text" | |
| # ) | |
| # gradio_interface.launch() |