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import streamlit as st
from streamlit_option_menu import option_menu
from chat import Chat
from convo import Convo
from remainder import rem
from transformers import pipeline
visualqna = pipeline(model="dandelin/vilt-b32-finetuned-vqa")
def load_image():
with st.sidebar:
if img := st.text_input("Enter Image URL") or st.selectbox("Select Image", ("https://images.unsplash.com/photo-1593466144596-8abd50ad2c52?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=3434&q=80", "https://images.unsplash.com/photo-1566438480900-0609be27a4be?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=3394&q=80")):
if st.button("Load Image"):
st.write("Image Uploaded!")
st.image(img)
else:
st.warning("Please enter an image URL and click 'Load Image' before asking a question.")
return img
def visual_qna():
st.title("Visual Q&A")
img = load_image()
if img:
if query := st.chat_input("Enter your message"):
response = visualqna(question=query, image=img)
with st.chat_message("assistant"):
st.write(response)
else:
st.warning("Please enter an image URL and click 'Load Image' before asking a question.")
def homepage():
st.title("Home")
# st.header("Home Page")
st.subheader("Welcome to the Home Page")
def Dashboard():
# st.title("Chat")
# st.title("Dashboard")
# st.header("Dashboard")
with st.sidebar:
selected = option_menu("Menu", ["Home", "Dashboar","Remainder","Visual Q&A","Conversation","Logout"])
if selected == "Home":
homepage()
elif selected == "Dashboard":
"gfjfvjhvjhv"
elif selected == "Chat":
Chat()
elif selected == "Conversation":
Convo()
elif selected == "Logout":
st.session_state["user"] = "visitor"
st.experimental_rerun()
elif selected == "Remainder":
rem()
elif selected == 'Visual Q&A':
visual_qna()
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