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import gradio as gr
import math
from langchain import PromptTemplate, HuggingFaceHub, LLMChain
import os
llm=HuggingFaceHub(repo_id="google/flan-t5-xxl")
template = """
I want you to convert a number as word to an integer.
Convert {number}?
"""
prompt = PromptTemplate(template=template, input_variables=["number"])
chain = LLMChain(llm=llm, prompt=prompt)
def answer(number):
out=chain.run(number)
out1=int(out)
out2=math.factorial(out1)
return out2
demo = gr.Interface(fn=answer, inputs='text',outputs='text',examples= [['Eight']])
demo.launch() |