app_openai.py

import os
import gradio as gr
from openai import OpenAI

# Initialize the OpenAI client
client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))

# Define the response function
def respond(
    message,
    history: list[tuple[str, str]],
    system_message,
    role,
    education,
    passion,
    fit,
    anecdotes,
    max_tokens,
    temperature,
    top_p,
):
    # Construct the enhanced system prompt
    enhanced_system_message = (
        f"{system_message}\n\n"
        f"Role, Industry, Employer and Summary of Job Ad: {role}\n"
        f"Summary of your Education and Work Experience: {education}\n"
        f"Why are you passionate about this job: {passion}\n"
        f"Why do you feel you are a good fit for this job: {fit}\n"
        f"Anecdotes: {anecdotes}\n"
    )

    # Construct message history
    messages = [{"role": "system", "content": enhanced_system_message}]
    for user_msg, assistant_msg in history:
        if user_msg:
            messages.append({"role": "user", "content": user_msg})
        if assistant_msg:
            messages.append({"role": "assistant", "content": assistant_msg})
    messages.append({"role": "user", "content": message})

    # Generate and stream response