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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]) | |