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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() | |