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Create app.py
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app.py
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import streamlit as st
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import google.generativeai as genai
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from PIL import Image
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import io
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st.set_page_config(page_title="Gemini AI Chat", layout="wide")
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st.title("🤖 Gemini AI Chat Interface")
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st.markdown("Chat with Google's Gemini AI models. Supports both text and image inputs.")
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# Sidebar for settings
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with st.sidebar:
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api_key = st.text_input("Enter Google AI API Key", type="password")
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model = st.selectbox(
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"Select Model",
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[
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"gemini-1.5-pro",
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"gemini-1.5-pro-vision-latest",
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"gemini-1.0-pro",
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"gemini-1.0-pro-vision-latest"
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]
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)
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temperature = st.slider("Temperature", 0.0, 1.0, 0.7)
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max_tokens = st.slider("Max Tokens", 1, 2048, 1000)
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system_prompt = st.text_area("System Prompt (Optional)")
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# Initialize session state for chat history
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if "messages" not in st.session_state:
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st.session_state.messages = []
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# Display chat history
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# File uploader for images
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uploaded_file = st.file_uploader("Upload an image (optional)", type=["jpg", "jpeg", "png"])
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uploaded_image = None
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if uploaded_file is not None:
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uploaded_image = Image.open(uploaded_file).convert('RGB')
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st.image(uploaded_image, caption="Uploaded Image", use_column_width=True)
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# Chat input
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user_input = st.chat_input("Type your message here...")
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if user_input and api_key:
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try:
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# Configure the API
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genai.configure(api_key=api_key)
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# Add user message to chat history
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st.session_state.messages.append({"role": "user", "content": user_input})
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with st.chat_message("user"):
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st.markdown(user_input)
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# Prepare the model and content
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model_instance = genai.GenerativeModel(model_name=model)
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content = [{"text": user_input}]
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if uploaded_image:
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content.append({"inline_data": {"mime_type": "image/jpeg", "data": uploaded_image}})
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# Generate response
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response = model_instance.generate_content(
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content,
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generation_config=genai.types.GenerationConfig(
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temperature=temperature,
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max_output_tokens=max_tokens
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)
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)
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# Display assistant response
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with st.chat_message("assistant"):
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st.markdown(response.text)
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# Add assistant response to chat history
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st.session_state.messages.append({"role": "assistant", "content": response.text})
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except Exception as e:
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st.error(f"Error: {str(e)}")
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elif not api_key and user_input:
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st.warning("Please enter your API key in the sidebar first.")
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# Instructions in the sidebar
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with st.sidebar:
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st.markdown("""
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## 📝 Instructions:
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1. Enter your Google AI API key
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2. Select a model
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3. Adjust temperature and max tokens if needed
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4. Optional: Set a system prompt
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5. Upload an image (optional)
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6. Type your message and press Enter
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""")
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