app.py

# coding: utf-8

import json
import streamlit as st
from src.caller import OpenAI_Caller
from src.committee import Committee
from datasets import load_dataset

st.image('./img/meeting.psd')

st.header("Committee")

domains = st.multiselect(
    "Let's nominate committee members!",
    ["Age", "Disability Status", "Gender Identity", "Nationality", "Physical Appearance", "Race Ethnicity", "Religion", "Socioeconomic Status", "Sexual Orientation"],
    ["Age", "Nationality", "Religion"])

with st.spinner('Initializing committee members...'):
    committee_dict = {
        "chair": {
            "model_caller": OpenAI_Caller('gpt-4-1106-preview')
        },
        "member": [
            {"bias_type": domain, "model_caller": OpenAI_Caller('gpt-4-1106-preview')} for domain in domains
        ]
    }
with st.spinner('Initializing the committee...'):
    committee = Committee(committee_dict=committee_dict)

with st.spinner('Loding the BBQ datasets...'):
    dataset = load_dataset("Elfsong/BBQ")

category = st.selectbox("Which topic you are going to deliberate?", dataset.keys())
# instance_id = st.number_input("Ok, which one?", min_value=0, max_value=len(dataset[category]))
raw_instance = dataset[category][0]

instance = {
    "context": raw_instance['context'],
    "question": raw_instance['question'],
    "ans0": raw_instance['ans0'],
    "ans1": raw_instance['ans1'],
    "ans2": raw_instance['ans2'],
}
st.text("Here is an example, you can change the content on the fly!")
instance = st.data_editor(instance)

# Propose
st.header("Propose")
proposals = list()
for member in committee.members:
    with st.spinner(f'Member who concerns **{member.bias_type}** is proposing...'):
        proposal = member.propose(instance)
        st.subheader(f"Proposal from Member who concerns **{member.bias_type}**:")
        st.markdown(proposal)
        proposals += [proposal]

# Craft Motion
st.header("Motion")
with st.spinner(f'Chair is crafting a motion...'):
    motion = committee.chair.craft_motion(proposals, instance)
    st.subheader(f"Motion from the Chair:")
    st.markdown(motion)

# Vote
st.header("Vote")
vote_results = list()
for member in committee.members:
    with st.spinner(f'Member who concerns **{member.bias_type}** is voting...'):
        vote_result = member.vote(motion, instance)
        vote_result = json.loads(vote_result)
        vote_results += [True if vote_result['decision'] != "Veto" else False]
        vote_map = {
            "Pass": "Pass ✅",
            "Veto": "Veto 🚫",
            "Abstain": "Abstain 😴"
        }
        st.subheader(f"Member who concerns **{member.bias_type}** votes: {vote_map[vote_result['decision']]}")
        
# Final Decision
st.header("Final Decision")
st.text(f'Given the voting result, the motion has been ' + "Passed ✅" if all(vote_results) else "Rejected" + "! 🚫")
st.balloons()