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# import gradio as gr | |
# gr.Interface.load("models/deepset/roberta-base-squad2").launch() | |
import gradio | |
import requests | |
import os | |
API_URL = "https://api-inference.huggingface.co/models/deepset/roberta-base-squad2" | |
headers = {"Authorization": os.environ.getattribute("Authorization")} | |
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() |