import streamlit as st from PIL import Image import google.generativeai as genai import os genai.configure(api_key=os.getenv("geminikey")) def get_gemini_qa_response(question): model = genai.GenerativeModel('gemini-pro') chat = model.start_chat(history=[]) response = chat.send_message(question, stream=True) return response # Function to get Gemini Image response def get_gemini_image_response(input_prompt, image): model = genai.GenerativeModel('gemini-pro-vision') if input_prompt != "": response = model.generate_content([input_prompt, image]) else: response = model.generate_content(image) return response.text # Set page configuration st.set_page_config(page_title="Gemini Bot") # Header st.title("Gemini Bot") # Tabs for options option = st.sidebar.radio("Select an option:", ("Q&A bot", "Image bot")) # Content based on the selected option if option == "Q&A bot": st.subheader("Q&A Option") input_question = st.text_input("Input: ", key="input_qa") submit_button_qa = st.button("Ask the question") if submit_button_qa: response_qa = get_gemini_qa_response(input_question) st.subheader("The Response is") for chunk in response_qa: st.write(chunk.text) st.write("_" * 80) elif option == "Image bot": st.subheader("Image Option") input_prompt = st.text_input("Input Prompt: ", key="input_img") uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "jpeg", "png"]) image = "" if uploaded_file is not None: image = Image.open(uploaded_file) st.image(image, caption="Uploaded Image.", use_column_width=True) submit_button_img = st.button("Tell me about the image") if submit_button_img: response_img = get_gemini_image_response(input_prompt, image) st.subheader("The Response is") st.write(response_img)