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from omegaconf import OmegaConf | |
from query import VectaraQuery | |
import streamlit as st | |
import os | |
def launch_bot(): | |
def generate_response(question, role, topic): | |
response = vq.submit_query(question, role, topic) | |
return response | |
if 'cfg' not in st.session_state: | |
cfg = OmegaConf.create({ | |
'customer_id': str(os.environ['VECTARA_CUSTOMER_ID']), | |
'corpus_id': str(os.environ['VECTARA_CORPUS_ID']), | |
'api_key': str(os.environ['VECTARA_API_KEY']), | |
'prompt_name': 'vectara-experimental-summary-ext-2023-12-11-large', | |
'topic': 'Standardized testing in education', | |
'human_role': 'in opposition to', | |
'bot_role': 'in support of' | |
}) | |
st.session_state.cfg = cfg | |
st.session_state.vq = VectaraQuery(cfg.api_key, cfg.customer_id, cfg.corpus_id, cfg.prompt_name) | |
cfg = st.session_state.cfg | |
vq = st.session_state.vq | |
st.set_page_config(page_title="Debate Bot", layout="wide") | |
# left side content | |
with st.sidebar: | |
st.markdown(f"## Welcome to Debate Bot.\n\n\n") | |
role_options = ['in opposition to', 'in support of'] | |
cfg.human_role = st.selectbox('Your are:', role_options) | |
cfg.bot_role = role_options[1] if cfg.human_role == role_options[0] else role_options[0] | |
st.markdown(f"{cfg.topic}.\n\n") | |
st.markdown("---") | |
st.markdown( | |
"## How this works?\n" | |
"This app was built with [Vectara](https://vectara.com).\n" | |
) | |
st.markdown("---") | |
if "messages" not in st.session_state.keys(): | |
st.session_state.messages = [{"role": "assistant", "content": f"Please make your opening statment."}] | |
# Display chat messages | |
for message in st.session_state.messages: | |
with st.chat_message(message["role"]): | |
st.write(message["content"]) | |
# User-provided prompt | |
if prompt := st.chat_input(): | |
st.session_state.messages.append({"role": "user", "content": prompt}) | |
with st.chat_message("user"): | |
st.write(prompt) | |
# Generate a new response if last message is not from assistant | |
if st.session_state.messages[-1]["role"] != "assistant": | |
with st.chat_message("assistant"): | |
stream = generate_response(prompt, cfg.bot_role, cfg.topic) | |
response = st.write_stream(stream) | |
message = {"role": "assistant", "content": response} | |
st.session_state.messages.append(message) | |
if __name__ == "__main__": | |
launch_bot() | |