OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
from langchain_openai import ChatOpenAI

def ask_gpt(prompt, temperature, max_tokens):

    """
    Sends a prompt to the GPT-3.5 Turbo model and returns the AI response.

    Parameters:
    prompt (str): The input prompt to send to the GPT-3.5 Turbo model.
    temperature (float): The temperature parameter controls the randomness of the output. Higher values (e.g., 0.8) make the output more random, while lower values (e.g., 0.2) make it more focused and deterministic.
    max_tokens (int): The maximum number of tokens in the response. This parameter can be used to limit the length of the generated text.

    Returns:
    str: The AI response generated by the GPT-3.5 Turbo model.
    """

    llm = ChatOpenAI(api_key=OPENAI_API_KEY, temperature=temperature, max_tokens=max_tokens, model="gpt-3.5-turbo")
    AI_Response = llm.invoke(prompt)
    return AI_Response.content