import re
import streamlit as st
from PyBingScrapper.search import BingSearch

st.title("Bing - RAG")
st.subheader('Implementation of RAG over search results bing search', divider='rainbow')
query = st.text_input("Enter the query you want to search for:")
st.caption("Example: Why is there a huge conflict between India and Pakistan?")
submit_button = st.button("Submit")

if submit_button:
    bingsearch = BingSearch(query)
    b_res = bingsearch.get_results(num=5, max_lines=5)
    with st.spinner("Pipeline for RAG is running"):
        hf_key = str(st.secrets["HF_TOKEN"])
        text, text_json = bingsearch.rag_output(b_res, hf_key, 15)

    st.subheader('Updated prompt with semantics search')
    st.info(text_json['question'])
    st.subheader("Generated Text")
    st.success(text_json['generated-text'])