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from transformers import pipeline | |
import streamlit as st | |
# Set up Streamlit app title and page width | |
st.set_page_config(page_title='Simple Chatbot with Streamlit', layout='wide') | |
# Load conversational pipeline | |
chatbot = pipeline("text2text-generation", model="facebook/blenderbot-400M-distill") | |
# Initialize chat history in session state | |
if 'chat_history' not in st.session_state: | |
st.session_state['chat_history'] = [] | |
# Define Streamlit app layout | |
st.markdown("<h1 style='color: orange;'>π¬π£οΈ AI Type Talk Chat</h1>", unsafe_allow_html=True) | |
st.caption("π Chat bot developed By :- [Dinesh Abeysinghe](https://www.linkedin.com/in/dinesh-abeysinghe-bb773293) | [GitHub Source Code](https://github.com/dineshabey/AI-TypeTalkChat.git) | [About model](https://arxiv.org/abs/2004.13637) ") | |
# Create text area for user input | |
with st.form(key='user_input_form'): | |
st.markdown("<div style= 'text-align: center;'>The chatbot demonstrates engaging conversation, active listening, knowledge sharing, empathy, and consistent personality traits. <span style='color: orange;'>Please click like button</span>β€οΈ and support me and enjoy it.</div>", unsafe_allow_html=True) | |
user_input = st.text_input("", placeholder="Your message") | |
submitted = st.form_submit_button("Send") | |
if submitted: | |
if not user_input.strip(): # Check if input is empty or whitespace | |
st.error('Please enter a chat') | |
else: | |
chat_history = st.session_state['chat_history'] | |
with st.spinner(text='Thinking ...'): | |
conversation_bot_result = chatbot(user_input) | |
bot_response = conversation_bot_result[0]["generated_text"] | |
chat_history.append({"role": "user", "message": user_input}) | |
chat_history.append({"role": "bot", "message": bot_response}) | |
# Update chat history in session state | |
st.session_state['chat_history'] = chat_history | |
# Display the chat history in LIFO order with user messages first | |
for chat in reversed(st.session_state['chat_history']): | |
if chat['role'] == 'user': | |
with st.chat_message("user"): | |
st.write(chat['message']) | |
else: | |
with st.chat_message("assistant"): | |
st.write(chat['message']) | |