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import streamlit as st | |
from backend import uploaded_file_to_response, normal_response | |
from llama_index.llms.gemini import Gemini | |
from llama_index.embeddings.gemini import GeminiEmbedding | |
import google.generativeai as genai | |
import os | |
from dotenv import load_dotenv | |
load_dotenv() | |
GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY") | |
os.environ["GOOGLE_API_KEY"] = GOOGLE_API_KEY | |
llm = Gemini(model_name="models/gemini-1.5-flash") | |
embeddings = GeminiEmbedding(model_name="models/embedding-001") | |
if "chat_history" not in st.session_state: | |
st.session_state.chat_history = [] | |
st.markdown(""" | |
<style> | |
.stApp { background-color: #ffffff; color: black; font-family: 'Arial', sans-serif; } | |
.title { font-size: 36px; font-weight: bold; text-align: center; animation: fadeIn 2s ease-in-out; } | |
@keyframes fadeIn { from { opacity: 0; } to { opacity: 1; } } | |
.chat-container { max-height: 500px; overflow-y: auto; display: flex; flex-direction: column-reverse; padding: 10px; border-radius: 10px; background: rgba(0, 0, 0, 0.05); margin-top: 10px; } | |
.user-message { background: #0078ff; color: white; padding: 10px; border-radius: 10px; margin-bottom: 5px; text-align: left; } | |
.ai-message { background: #f1f1f1; color: black; padding: 10px; border-radius: 10px; margin-bottom: 5px; text-align: left; } | |
.btn-style { background: linear-gradient(45deg, #ff007f, #ff0055); color: white; padding: 8px 16px; border-radius: 6px; font-size: 14px; margin-top: 10px; transition: 0.3s ease-in-out; border: none; cursor: pointer; } | |
.btn-style:hover { background: linear-gradient(45deg, #ff0055, #d4005a); } | |
</style> | |
""", unsafe_allow_html=True) | |
st.markdown("<h1 class='title'>π§ VisionLang</h1>", unsafe_allow_html=True) | |
st.caption("π Upload files & chat with VisionLang") | |
uploaded_file = st.file_uploader("Upload a File (Image, Document, Code or Video)", type=["png", "jpg", "jpeg", "pdf", "docx", "txt", "py", "js", "java", "cpp", "mp4"], key="file_uploader") | |
user_input = st.text_input("Type your message here...", key="chat_input", help="Chat with AI", label_visibility="collapsed") | |
if st.button("Do Magic", key="generate_button", help="Click to get AI response", use_container_width=False): | |
if user_input: | |
with st.spinner("Processing..."): | |
response = normal_response(user_input) | |
if uploaded_file: | |
response = uploaded_file_to_response(uploaded_file, user_input) | |
st.session_state.chat_history.insert(0, (user_input, response)) | |
if st.session_state.chat_history: | |
chat_container = st.container() | |
with chat_container: | |
st.markdown("### Chat History") | |
for user_msg, ai_response in st.session_state.chat_history: | |
st.markdown(f"<div class='user-message'><b>You:</b> {user_msg}</div>", unsafe_allow_html=True) | |
st.markdown(f"<div class='ai-message'><b>VisonLang:</b> {ai_response}</div>", unsafe_allow_html=True) | |
st.markdown("<br>", unsafe_allow_html=True) |