pages/2_Non-Interactive Chat Bot.py

import streamlit as st
import os
from langchain_google_genai import ChatGoogleGenerativeAI
from langchain_core.prompts import ChatPromptTemplate

# Set your Google API key from environment variables
gemini_api_key = os.getenv("GOOGLE_API_KEY")

# Initialize the Gemini API-powered chatbot model
model_gemini = ChatGoogleGenerativeAI(
    model='gemini-pro',  
    temperature=0,       
    max_output_tokens=500,
    convert_system_message_to_human=True
)

# Create a chat prompt template
prompt = ChatPromptTemplate.from_template("{content}")
chain = prompt | model_gemini  

# Streamlit app title
st.title("Non-Interactive Chat Bot")

# Text area for user input
input_text = st.text_area('Ask your Question :', height=100)

# Button to submit user query
if st.button('Submit'):
    # Invoke the chain with user input text
    response = chain.invoke({'content': input_text})
    
    # Display the chatbot response
    st.write(response.content)