import gradio as gr
import requests


API_URL = "https://api-inference.huggingface.co/models/tiiuae/falcon-7b-instruct"
headers = {"Authorization": "Bearer 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"}
API_URL2 = "https://api-inference.huggingface.co/models/valhalla/longformer-base-4096-finetuned-squadv1"
headers2 = {"Authorization": "Bearer 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"}
def query(q):
    payload2 = "whats the context of the question " + q + " :"
    response = requests.post(API_URL, headers=headers, json=payload2)
    return response #.json() #['answer']
def query2(q, c):
    payload = {"question": q, "context": c}
    response = requests.post(API_URL2, headers=headers2, json=payload)
    return response.json()['answer']

iface = gr.Interface(
    fn=query,
    inputs=[gr.Textbox("question")],
    outputs=gr.Textbox("context"),
    title="AI Interface",
    description="Ask the AI model anything!",
)

iface.launch()