app.py

import streamlit as st
import google.generativeai as genai
import os

# Retrieve the API key from environment variables
api_key = os.getenv("google_api_key")

# Check if API key is provided
if not api_key:
    st.error("API key is not set. Please set the GOOGLE_API_KEY environment variable.")
else:
    # Configure Google Gemini API
    genai.configure(api_key=api_key)

    # Sidebar for input questions
    st.sidebar.title("Prompt Engineering for AI Application")

    # 1. Functionality of the AI application
    functionality = st.sidebar.text_input(
        "What specific functionality do you want the AI application to have?",
        placeholder="e.g., image classification, text generation"
    )

    # 2. Preferred programming language or framework
    language = st.sidebar.text_input(
        "What programming language or framework do you prefer to use?",
        placeholder="e.g., Python, TensorFlow"
    )

    # 3. Specific libraries, tools, or models
    libraries = st.sidebar.text_input(
        "Are there any specific libraries, tools, or models you want to integrate?",
        placeholder="e.g., OpenAI's GPT, Whisper"
    )

    # 4. Input data or format
    input_data = st.sidebar.text_input(
        "What input data or format will the application work with?",
        placeholder="e.g., text, images"
    )

    # 5. Specific requirements or constraints
    requirements = st.sidebar.text_input(
        "Do you have any specific requirements or constraints for the output?",
        placeholder="e.g., performance, accuracy"
    )

    # Combine the user inputs into a prompt
    prompt = f"""
    Write a code to develop an AI application with the following details:
    - Functionality: {functionality}
    - Programming language or framework: {language}
    - Specific libraries, tools, or models: {libraries}
    - Input data or format: {input_data}
    - Specific requirements or constraints: {requirements}
    """

    # Main content
    st.title("AI Code Generator using Google's Gemini Model")
    st.write("Fill out the details in the sidebar to generate a proper prompt.")

    if st.sidebar.button("Generate Code"):
        model = genai.GenerativeModel('gemini-1.5-flash')
        response = model.generate_content(prompt)
        st.subheader("Generated Code:")
        st.code(response.text, language='python')

    # Footer
    st.sidebar.write("---")
    st.sidebar.write("This application helps you generate a prompt to write code for an AI application.")