QA_test / app.py
DineshDyne's picture
testing Q&A models
b9185c9
import streamlit as st
from langchain.llms import HuggingFaceHub
def get_answer(question,model_name="google/flan-t5-large"):
model=HuggingFaceHub(repo_id=model_name)
return model(question)
st.set_page_config(
page_title="Simple Q&A App",
page_icon=":robot:"
)
st.header("Do It!!!! Ask the Question.....")
col1,col2=st.columns([5,3])
question=col1.text_area("Question:")
model_name=col2.selectbox("Model Name",options=["google/flan-t5-large","deepset/roberta-base-squad2","AmazonScience/qanlu","gpt2-medium","EleutherAI/gpt-neo-125m"])
submit=st.button("Submit")
if submit:
with st.spinner("In progress..."):
response=get_answer(question,model_name)
st.subheader("Response")
st.write(f"{response}")