|
import streamlit as st |
|
from streamlit_chat import message |
|
from streamlit_extras.colored_header import colored_header |
|
from streamlit_extras.add_vertical_space import add_vertical_space |
|
from hugchat import hugchat |
|
import os |
|
|
|
|
|
st.set_page_config(page_title="HugChat - An LLM-powered Streamlit app") |
|
|
|
|
|
with st.sidebar: |
|
st.title('π€π¬ HugChat App') |
|
st.markdown(''' |
|
## About |
|
This app is an LLM-powered chatbot built using: |
|
- [Streamlit](https://streamlit.io/) |
|
- [HugChat](https://github.com/Soulter/hugging-chat-api) |
|
- [OpenAssistant/oasst-sft-6-llama-30b-xor](https://huggingface.co/OpenAssistant/oasst-sft-6-llama-30b-xor) LLM model |
|
|
|
π‘ Note: No API key required! |
|
''') |
|
add_vertical_space(5) |
|
st.write('Made with β€οΈ by [Data Professor](https://youtube.com/dataprofessor)') |
|
|
|
|
|
if 'chatbot' not in st.session_state: |
|
|
|
st.session_state.chatbot = hugchat.ChatBot() |
|
|
|
if 'generated' not in st.session_state: |
|
st.session_state['generated'] = ["I'm HugChat, How may I help you?"] |
|
|
|
if 'past' not in st.session_state: |
|
st.session_state['past'] = ['Hi!'] |
|
|
|
|
|
input_container = st.container() |
|
colored_header(label='', description='', color_name='blue-30') |
|
response_container = st.container() |
|
|
|
|
|
def get_text(): |
|
return st.text_input("You: ", "", key="input") |
|
|
|
with input_container: |
|
user_input = get_text() |
|
|
|
|
|
def generate_response(prompt): |
|
try: |
|
response = st.session_state.chatbot.chat(prompt) |
|
return response |
|
except Exception as e: |
|
return f"An error occurred: {e}" |
|
|
|
|
|
with response_container: |
|
if user_input: |
|
response = generate_response(user_input) |
|
st.session_state.past.append(user_input) |
|
st.session_state.generated.append(response) |
|
|
|
if st.session_state['generated']: |
|
for i in range(len(st.session_state['generated'])): |
|
message(st.session_state['past'][i], is_user=True, key=f"{i}_user") |
|
message(st.session_state["generated"][i], key=f"{i}") |