import gradio as gr
import agentops, os

from crew import get_financial_trading_crew

AGENTOPS_API_KEY = os.environ["AGENTOPS_API_KEY"]

agentops.init()

def invoke(openai_api_key, serper_api_key, stock_selection, initial_capital, risk_tolerance, trading_strategy_preference, news_impact_consideration):
    if (openai_api_key == ""):
        raise gr.Error("OpenAI API Key is required.")
    if (serper_api_key == ""):
        raise gr.Error("Serper API Key is required.")
    if (stock_selection == ""):
        raise gr.Error("Stock Ticker is required.")
    if (initial_capital == ""):
        raise gr.Error("Initial Capital is required.")
    if (risk_tolerance == ""):
        raise gr.Error("Risk Tolerance is required.")
    if (trading_strategy_preference == ""):
        raise gr.Error("Trading Strategy Preference is required.")
    if (news_impact_consideration == ""):
        raise gr.Error("News Impact Consideration is required.")

    os.environ["OPENAI_API_KEY"] = openai_api_key
    os.environ["SERPER_API_KEY"] = serper_api_key

    financial_trading_inputs = {
        "stock_selection": stock_selection,
        "initial_capital": initial_capital,
        "risk_tolerance": risk_tolerance,
        "trading_strategy_preference": trading_strategy_preference,
        "news_impact_consideration": news_impact_consideration
    }
    
    return get_financial_trading_crew().kickoff(inputs=financial_trading_inputs)

description = """<a href='https://www.gradio.app/'>Gradio</a> UI using the <a href='https://openai.com/'>OpenAI</a> SDK 
                 with <a href='https://openai.com/research/gpt-4'>gpt-4</a> model."""

gr.close_all()

demo = gr.Interface(fn = invoke, 
                    inputs = [gr.Textbox(label = "OpenAI API Key", type = "password", lines = 1),
                              gr.Textbox(label = "Serper API Key", type = "password", lines = 1),
                              gr.Textbox(label = "Stock Ticker", value="SAN", lines = 1),
                              gr.Textbox(label = "Initial Capital", value=1000, lines = 1),
                              gr.Textbox(label = "Risk Tolerance", value="Medium", lines = 1),
                              gr.Textbox(label = "Trading Strategy Preference", value="Day Trading", lines = 1),
                              gr.Checkbox(label = "News Impact Consideration", value=True)],
                    outputs = [gr.Textbox(label = "Output", lines = 1)],
                    title = "Agentic RAG: Financial Analysis",
                    description = description)

demo.launch()