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("# 🐤 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 🙌") 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("🔎"): try: st.session_state.result = query(question, pipeline) except JSONDecodeError as je: st.error( "👓    An error occurred reading the results. Is the document store working?" ) except Exception as e: logging.exception(e) st.error("🐞    An error occurred during the request.") if st.session_state.result: reply = st.session_state.result st.write(reply[0])