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import streamlit as st | |
from PIL import Image | |
import google.generativeai as genai | |
import os | |
MODEL_ID = "gemini-2.0-flash-exp" | |
api_key = os.getenv("GEMINI_API_KEY") | |
# Initialize chat history | |
if "messages" not in st.session_state: | |
st.session_state.messages = [] | |
# Function to reset chat history | |
def reset_chat(): | |
st.session_state.messages = [] | |
# Streamlit app | |
st.title("Gemini Image Chat") | |
model_id=MODEL_ID | |
genai.configure(api_key=api_key) | |
model = genai.GenerativeModel(model_id) | |
chat = model.start_chat() | |
# File uploader | |
uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"]) | |
if uploaded_file is not None: | |
# Display the uploaded image | |
image = Image.open(uploaded_file) | |
st.image(image, caption="Uploaded Image.", use_container_width=True) | |
# Reset chat history when a new image is uploaded | |
reset_chat() | |
# Text input for user prompt | |
user_input = st.text_input("Enter your prompt:") | |
# Send button | |
if st.button("Send"): | |
if user_input: | |
# Add user message to chat history | |
st.session_state.messages.append({"role": "user", "content": user_input}) | |
# Display chat history | |
for message in st.session_state.messages: | |
with st.chat_message(message["role"]): | |
st.markdown(message["content"]) | |
img_file = genai.upload_file(uploaded_file, mime_type="image/jpeg") | |
# Send image and prompt to Gemini API | |
response = model.generate_content( | |
[ | |
user_input, | |
img_file | |
] | |
) | |
# Add Gemini response to chat history | |
st.session_state.messages.append({"role": "assistant", "content": response.text}) | |
# Display Gemini response | |
with st.chat_message("assistant"): | |
st.markdown(response.text) |