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from json import JSONDecodeError
import logging
from markdown import markdown
import requests
import streamlit as st
from utils.haystack import query, start_haystack
from utils.ui import reset_results, set_initial_state, sidebar
set_initial_state()
sidebar()
st.write("# π€ What have they been posting about lately on Mastodon?")
if st.session_state.get("HUGGING_FACE_TOKEN"):
pipeline = start_haystack(st.session_state.get("HUGGING_FACE_TOKEN"))
st.session_state["api_key_configured"] = True
search_bar, button = st.columns(2)
# Search bar
with search_bar:
question = st.text_input("Ask a question", on_change=reset_results)
with button:
st.write("")
st.write("")
run_pressed = st.button("Search posts (toots)")
else:
st.write("Please provide your OpenAI Key to start using the application")
st.write("If you are using a smaller screen, open the sidebar from the top left to provide your OpenAI Key π")
if st.session_state.get("api_key_configured"):
run_query = (
run_pressed or question != st.session_state.question
)
# Get results for query
if run_query and question:
reset_results()
st.session_state.question = question
with st.spinner("π"):
try:
st.session_state.result = query(question, pipeline)
except JSONDecodeError as je:
st.error(
"π An error occurred reading the results. Is the document store working?"
)
except Exception as e:
logging.exception(e)
st.error("π An error occurred during the request.")
if st.session_state.result:
reply = st.session_state.result
st.write(reply[0])
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