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| import os | |
| import random | |
| import datetime as dt | |
| import streamlit as st | |
| from streamlit.logger import get_logger | |
| from langchain.schema.messages import HumanMessage | |
| from mongo_utils import get_db_client, new_battle_result, get_non_assesed_comparison, new_completion_error | |
| from app_config import ISSUES, SOURCES | |
| logger = get_logger(__name__) | |
| openai_api_key = os.environ['OPENAI_API_KEY'] | |
| if 'db_client' not in st.session_state: | |
| st.session_state["db_client"] = get_db_client() | |
| def disable_buttons(): | |
| return len(comparison) == 0 | |
| def replaceA(): | |
| new_battle_result(st.session_state['db_client'], | |
| st.session_state['comparison_id'], | |
| st.session_state['convo_id'], | |
| username, sourceA, sourceB, winner='model_two' | |
| ) | |
| def replaceB(): | |
| new_battle_result(st.session_state['db_client'], | |
| st.session_state['comparison_id'], | |
| st.session_state['convo_id'], | |
| username, sourceA, sourceB, winner='model_one' | |
| ) | |
| def regenerateBoth(): | |
| new_battle_result(st.session_state['db_client'], | |
| st.session_state['comparison_id'], | |
| st.session_state['convo_id'], | |
| username, sourceA, sourceB, winner='both_bad' | |
| ) | |
| def bothGood(): | |
| new_battle_result(st.session_state['db_client'], | |
| st.session_state['comparison_id'], | |
| st.session_state['convo_id'], | |
| username, sourceA, sourceB, winner='tie' | |
| ) | |
| def error2db(model): | |
| logger.info(f"error logged for {model}") | |
| new_completion_error(st.session_state['db_client'], | |
| st.session_state['comparison_id'], | |
| username, model | |
| ) | |
| def error2dbA(): | |
| error2db(sourceA) | |
| def error2dbB(): | |
| error2db(sourceB) | |
| with st.sidebar: | |
| username = st.text_input("Username", value='ivnban-ctl', max_chars=30) | |
| comparison = get_non_assesed_comparison(st.session_state["db_client"], username) | |
| with st.sidebar: | |
| sbcol1, sbcol2 = st.columns(2) | |
| beta = sbcol1.button("A is better", on_click=replaceB, disabled=disable_buttons()) | |
| betb = sbcol2.button("B is better", on_click=replaceA, disabled=disable_buttons()) | |
| same = sbcol1.button("Tie", on_click=bothGood, disabled=disable_buttons()) | |
| bbad = sbcol2.button("Both are bad", on_click=regenerateBoth, disabled=disable_buttons()) | |
| errorA = sbcol1.button("Error in A", on_click=error2dbA, disabled=disable_buttons()) | |
| errorB = sbcol2.button("Error in B", on_click=error2dbB, disabled=disable_buttons()) | |
| if len(comparison) > 0: | |
| st.session_state['comparison_id'] = comparison[0]["_id"] | |
| st.session_state['convo_id'] = comparison[0]["convo_id"] | |
| st.session_state["disabled_buttons"] = False | |
| st.sidebar.text_input("Issue", value=comparison[0]['convo_info'][0]['issue'], disabled=True) | |
| st.title(f"💬 History") | |
| for msg in comparison[0]['chat_history'].split("\n"): | |
| parts = msg.split(":") | |
| if len(parts) > 1: | |
| role = "user" if parts[0] == 'helper' else "assistant" | |
| st.chat_message(role).write(parts[1]) | |
| col1, col2 = st.columns(2) | |
| col1.title(f"💬 Simulator A") | |
| col2.title(f"💬 Simulator B") | |
| selectedA = random.choice(['model_one', 'model_two']) | |
| selectedB = "model_two" if selectedA == "model_one" else "model_one" | |
| sourceA = comparison[0]['convo_info'][0][selectedA] | |
| sourceB = comparison[0]['convo_info'][0][selectedB] | |
| logger.info(f"selected A is {sourceA} and B is {sourceB}") | |
| col1.chat_message("user").write(comparison[0]["prompt"]) | |
| col2.chat_message("user").write(comparison[0]["prompt"]) | |
| col1.chat_message("assistant").write(comparison[0][f"compeltion_{selectedA}"]) | |
| col2.chat_message("assistant").write(comparison[0][f"compeltion_{selectedB}"]) | |
| else: | |
| st.write("No Comparisons left to Check") |