modules/__init__.py

# modules/__init__.py

#from ..modules.auth.auth import authenticate_user, register_user
def load_auth_functions():
    from modules.auth.auth import(
        authenticate_user,
        register_user
    )
    return {
        'main' : main,
        'authenticate_user': authenticate_user,
        'register_user': register_user
    }


def load_database_function():
    from modules.database.database import (
        initialize_mongodb_connection,
        get_student_data,
        store_application_request,
        store_morphosyntax_result,
        store_semantic_result,
        store_discourse_analysis_result,
        store_chat_history,
        create_admin_user,
        create_student_user
    )
    return {
        'main' : main,
        'initialize_mongodb_connection' : initialize_mongodb_connection, 
        'get_student_data' : get_student_data, 
        'store_application_request' : store_application_request, 
        'store_morphosyntax_result' : store_morphosyntax_result,
        'store_semantic_result' : store_semantic_result, 
        'store_discourse_analysis_result' : store_discourse_analysis_result, 
        'store_chat_history' : store_chat_history, 
        'create_admin_user' : create_admin_user, 
        'create_student_user' : create_admin_user
    }


def load_ui_functions():
    from modules.ui.ui import (
        main,
        login_register_page,
        login_form,
        register_form,
        user_page,
        display_student_progress,
        display_morphosyntax_analysis_interface,
        display_semantic_analysis_interface,
        display_discourse_analysis_interface,
        display_chatbot_interface
    )
    return {
        'main' : main, 
        'login_register_page' : login_register_page,
        'login_form' : login_form,
        'register_form' : register_form,
        'user_page' : user_page,
        'display_student_progress' : display_student_progress,
        'display_morphosyntax_analysis_interface' : display_morphosyntax_analysis_interface,
        'display_semantic_analysis_interface' : display_semantic_analysis_interface,
        'display_discourse_analysis_interface' : display_discourse_analysis_interface,
        'display_chatbot_interface' : display_chatbot_interface   
    }

def load_admin_functions():
    from modules.admin.admin_ui import (
        admin_page  # Añade esta línea
    )
    return {
        'admin_page' : admin_page
    }
    
def morpho_analysis_functions():
    from modules.analysis_text.morpho_analysis import (
        get_repeated_words_colors,
        highlight_repeated_words,
        POS_COLORS,
        POS_TRANSLATIONS
    )
    return {
        'get_repeated_words_colors' : get_repeated_words_colors,
        'highlight_repeated_words'  : highlight_repeated_words,
        'highlight_repeated_words'  : POS_COLORS,
        'highlight_repeated_words'  : POS_TRANSLATIONS
    }

def semantic_analysis_text_functions():
    from modules.analysis_text.semantic_analysis import (
        visualize_semantic_relations,
        perform_semantic_analysis,
        create_semantic_graph
    )
    return {
        'visualize_semantic_relations' : visualize_semantic_relations,
        'perform_semantic_analysis' : perform_semantic_analysis,
        'create_semantic_graph' : create_semantic_graph
    }


def discourse_analysis_text_functions():
    from modules.analysis_text.discourse_analysis import (
        perform_discourse_analysis,
        compare_semantic_analysis
    )
    return {
        'perform_discourse_analysis' : perform_discourse_analysis,
        'compare_semantic_anaysis' : compare_semantic_analysis
    }

def spacy_utils_functions():
    from modules.utils.spacy_utils import (
    load_spacy_models
    )
    return {
        'load_spacy_models' : load_spacy_models
    }

def chatbot_functions():
    from modules.chatbot.chatbot import (
        initialize_chatbot,
        get_chatbot_response,
        ClaudeAPIChat  # Nueva clase
    )
    return {
        'initialize_chatbot' : initialize_chatbot,
        'get_chatbot_response' : get_chatbot_response,
        'ClaudeAPIChat' : ClaudeAPIChat  # Nueva clase
    }