src/openfactcheck/app/app.py

import os
import argparse
import streamlit as st
from streamlit_option_menu import option_menu

from openfactcheck import OpenFactCheck
from openfactcheck.lib import OpenFactCheckConfig
from openfactcheck.app.sidebar import sidebar
from openfactcheck.app.dialogs import get_secrets
from openfactcheck.app.evaluate_response import evaluate_response
from openfactcheck.app.evaluate_llm import evaluate_llm
from openfactcheck.app.evaluate_factchecker import evaluate_factchecker


def parse_args():
    parser = argparse.ArgumentParser(description="Initialize OpenFactCheck with custom configuration.")

    # Add arguments here, example:
    parser.add_argument("--config-path", type=str, help="Config File Path", default="config.json")

    # Parse arguments from command line
    args = parser.parse_args()
    return args


class App:
    def __init__(self, config_path: str = "config.json"):
        # Set up Dashboard
        st.set_page_config(
            page_title="OpenFactCheck Dashboard",
            page_icon=":bar_chart:",
            layout="wide",
            initial_sidebar_state="collapsed",
        )

        # Get API Keys
        st.session_state.api_keys = False
        # Check if the API keys are already set in the environment variables
        if os.getenv("OPENAI_API_KEY") and os.getenv("SERPER_API_KEY") and os.getenv("SCRAPER_API_KEY"):
            st.session_state.api_keys = True
        else:
            get_secrets()

        # Initialize OpenFactCheck
        @st.cache_resource(show_spinner=False)
        def init(config_path: str = "config.json"):
            # Initialize OpenFactCheckConfig
            config = OpenFactCheckConfig(config_path)
            ofc = OpenFactCheck(config)

            return ofc

        if st.session_state.api_keys:
            self.ofc = init(config_path)
        else:
            self.ofc = None

    def run(self):
        # Set up Sidebar
        sidebar()

        st.markdown(
            """
            <div style='text-align: center;'>
                <img src='https://raw.githubusercontent.com/hasaniqbal777/OpenFactCheck/main/assets/splash.png' width='400'/>
            </div>
            """,
            unsafe_allow_html=True,
        )
        st.markdown(
            "<h5 style='text-align: center;'>An Open-source Unified Agentic Framework for FactChecking and Factuality Evaluation for LLMs</h5>",
            unsafe_allow_html=True,
        )

        # Selection Menu
        selected = option_menu(
            None,
            ["Evaluate Text", "Evaluate LLM", "Evaluate FactChecker", "Leaderboards", "About"],
            icons=["card-checklist", "check-square", "check2-all", "trophy", "info-circle"],
            menu_icon="cast",
            default_index=0,
            orientation="horizontal",
            # Color scheme
            styles={
                "nav-link-selected": {"background-color": "#005355"},
            },
        )

        # Check if API keys are set
        if not st.session_state.api_keys:
            st.warning("Please provide the necessary API keys to proceed.")
            return

        # Load the selected page
        if selected == "Evaluate Text":
            evaluate_response(self.ofc)
        elif selected == "Evaluate LLM":
            evaluate_llm(self.ofc)
        elif selected == "Evaluate FactChecker":
            evaluate_factchecker(self.ofc)
        # elif selected == "Leaderboards":
        #     leaderboards()
        # else:
        #     about()


if __name__ == "__main__":
    args = parse_args()

    app = App(args.config_path)
    app.run()