|
|
""" |
|
|
Created on Sun Oct 01 10:49:43 2023 |
|
|
@author: Loges |
|
|
""" |
|
|
|
|
|
import streamlit as st |
|
|
import sentencepiece |
|
|
from transformers import pipeline, T5Tokenizer, T5ForConditionalGeneration |
|
|
|
|
|
model=T5ForConditionalGeneration.from_pretrained("Logeswaransr/AI_Chaperone").to("cpu") |
|
|
tokenizer=T5Tokenizer.from_pretrained("Logeswaransr/AI_Chaperone") |
|
|
|
|
|
pipe=pipeline('text2text-generation', model=model, tokenizer=tokenizer) |
|
|
|
|
|
greetings=["Hello!","I am AI Chaperone. Your special virtual assistant for your needs.", "Feel free to ask me anything. I will do what I can."] |
|
|
|
|
|
st.set_page_config(page_title='AI Chaperone', layout='wide') |
|
|
|
|
|
if 'messages' not in st.session_state: |
|
|
st.session_state.messages=[] |
|
|
|
|
|
for gr in greetings: |
|
|
st.session_state.messages.append({ |
|
|
'role':'assistant', |
|
|
'content': gr}) |
|
|
|
|
|
|
|
|
st.subheader("AI Chaperone") |
|
|
|
|
|
for message in st.session_state.messages: |
|
|
with st.chat_message(message['role']): |
|
|
st.markdown(message['content']) |
|
|
|
|
|
if prompt:=st.chat_input("Enter your query"): |
|
|
with st.chat_message("user"): |
|
|
st.markdown(prompt) |
|
|
|
|
|
st.session_state.messages.append({ |
|
|
'role':'user', |
|
|
'content': prompt}) |
|
|
|
|
|
out=pipe(prompt) |
|
|
response=out[0]['generated_text'] |
|
|
|
|
|
|
|
|
|
|
|
with st.chat_message("assistant"): |
|
|
st.markdown(response) |
|
|
|
|
|
st.session_state.messages.append({ |
|
|
'role':'assistant', |
|
|
'content': response}) |
|
|
|
