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import streamlit as st
from transformers import pipeline
# Initialize the GPT-2 model for text generation using Hugging Face pipeline
generator = pipeline("text-generation", model="gpt2")
# Initialize session state to keep track of conversation history
if "messages" not in st.session_state:
st.session_state.messages = []
# Title and introduction of the app
st.title("RozigGPT - AI Chatbot")
st.markdown("""
Welcome to RozigGPT! 🤖💬
Chat with this AI assistant and get instant responses.
""")
# Function to generate the bot's response
def get_bot_response(user_input):
# Generate text using GPT-2 model (you can increase max_length for more detailed answers)
response = generator(user_input, max_length=150, num_return_sequences=1, no_repeat_ngram_size=2)
return response[0]['generated_text']
# Input field for the user to type their message
user_input = st.text_input("You: ", "")
# Button to clear chat history
if st.button("Clear Chat"):
st.session_state.messages = []
# Process user input
if user_input:
# Add user message to session state
st.session_state.messages.append(f"You: {user_input}")
# Get the bot's response
bot_response = get_bot_response(user_input)
st.session_state.messages.append(f"RozigGPT: {bot_response}")
# Display conversation history
for message in st.session_state.messages:
if message.startswith("You:"):
# Display user messages on the left side
st.markdown(f"<p style='text-align: left; color: blue;'>{message}</p>", unsafe_allow_html=True)
else:
# Display bot messages on the right side
st.markdown(f"<p style='text-align: right; color: green;'>{message}</p>", unsafe_allow_html=True)
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