App_Function_Libraries/Gradio_UI/Character_Chat_tab.py

# Character_Interaction_Library.py
# Description: Library for character card import functions
#
# Imports
import os
import re
import tempfile
import uuid
from datetime import datetime
import json
import logging
import io
import base64
from typing import Dict, Any, Optional, List, Tuple, Union, cast
#
# External Imports
from PIL import Image
from PIL.PngImagePlugin import PngInfo
import gradio as gr
#
# Local Imports
from App_Function_Libraries.Character_Chat.Character_Chat_Lib import validate_character_book, validate_v2_card, \
    replace_placeholders, replace_user_placeholder, extract_json_from_image, parse_character_book, \
    load_chat_and_character, load_chat_history, load_character_and_image, extract_character_id, load_character_wrapper
from App_Function_Libraries.Chat import chat
from App_Function_Libraries.DB.Character_Chat_DB import (
    add_character_card,
    get_character_cards,
    get_character_card_by_id,
    add_character_chat,
    get_character_chats,
    get_character_chat_by_id,
    update_character_chat,
    delete_character_chat,
    delete_character_card,
    update_character_card, search_character_chats,
)
from App_Function_Libraries.Utils.Utils import sanitize_user_input
#
############################################################################################################
#
# Functions:

#################################################################################
#
# Character card import functions:

def import_character_card(file):
    if file is None:
        return None, gr.update(), "No file provided for character card import"

    try:
        if file.name.lower().endswith(('.png', '.webp')):
            json_data = extract_json_from_image(file)
            if not json_data:
                return None, gr.update(), "No character card data found in the image. This might not be a valid character card image."
        elif file.name.lower().endswith('.json'):
            with open(file.name, 'r', encoding='utf-8') as f:
                json_data = f.read()
        else:
            return None, gr.update(), "Unsupported file type. Please upload a PNG/WebP image or a JSON file."

        card_data = import_character_card_json(json_data)
        if not card_data:
            return None, gr.update(), "Failed to parse character card data. The file might not contain valid character information."

        # Save image data for PNG/WebP files
        if file.name.lower().endswith(('.png', '.webp')):
            with Image.open(file) as img:
                img_byte_arr = io.BytesIO()
                img.save(img_byte_arr, format='PNG')
                card_data['image'] = base64.b64encode(img_byte_arr.getvalue()).decode('utf-8')

        # Save character card to database
        character_id = add_character_card(card_data)
        if character_id:
            characters = get_character_cards()
            character_names = [char['name'] for char in characters]
            return card_data, gr.update(
                choices=character_names), f"Character card '{card_data['name']}' imported successfully."
        else:
            return None, gr.update(), f"Failed to save character card '{card_data.get('name', 'Unknown')}'. It may already exist."
    except Exception as e:
        logging.error(f"Error importing character card: {e}")
        return None, gr.update(), f"Error importing character card: {e}"


def import_character_card_json(json_content: str) -> Optional[Dict[str, Any]]:
    try:
        json_content = json_content.strip()
        card_data = json.loads(json_content)

        if 'spec' in card_data and card_data['spec'] == 'chara_card_v2':
            logging.info("Detected V2 character card")
            return parse_v2_card(card_data)
        else:
            logging.info("Assuming V1 character card")
            return parse_v1_card(card_data)
    except json.JSONDecodeError as e:
        logging.error(f"JSON decode error: {e}")
    except Exception as e:
        logging.error(f"Unexpected error parsing JSON: {e}")
    return None



def parse_v2_card(card_data: Dict[str, Any]) -> Optional[Dict[str, Any]]:
    try:
        # Validate spec_version
        if card_data.get('spec_version') != '2.0':
            logging.warning(f"Unsupported V2 spec version: {card_data.get('spec_version')}")
            return None

        data = card_data['data']

        # Ensure all required fields are present
        required_fields = ['name', 'description', 'personality', 'scenario', 'first_mes', 'mes_example']
        for field in required_fields:
            if field not in data:
                logging.error(f"Missing required field in V2 card: {field}")
                return None

        # Handle new V2 fields
        parsed_data = {
            'name': data['name'],
            'description': data['description'],
            'personality': data['personality'],
            'scenario': data['scenario'],
            'first_mes': data['first_mes'],
            'mes_example': data['mes_example'],
            'creator_notes': data.get('creator_notes', ''),
            'system_prompt': data.get('system_prompt', ''),
            'post_history_instructions': data.get('post_history_instructions', ''),
            'alternate_greetings': data.get('alternate_greetings', []),
            'tags': data.get('tags', []),
            'creator': data.get('creator', ''),
            'character_version': data.get('character_version', ''),
            'extensions': data.get('extensions', {})
        }

        # Handle character_book if present
        if 'character_book' in data:
            parsed_data['character_book'] = parse_character_book(data['character_book'])

        return parsed_data
    except KeyError as e:
        logging.error(f"Missing key in V2 card structure: {e}")
    except Exception as e:
        logging.error(f"Error parsing V2 card: {e}")
    return None

def parse_v1_card(card_data: Dict[str, Any]) -> Dict[str, Any]:
    # Ensure all required V1 fields are present
    required_fields = ['name', 'description', 'personality', 'scenario', 'first_mes', 'mes_example']
    for field in required_fields:
        if field not in card_data:
            logging.error(f"Missing required field in V1 card: {field}")
            raise ValueError(f"Missing required field in V1 card: {field}")

    # Convert V1 to V2 format
    v2_data: Dict[str, Union[str, List[str], Dict[str, Any]]] = {
        'name': card_data['name'],
        'description': card_data['description'],
        'personality': card_data['personality'],
        'scenario': card_data['scenario'],
        'first_mes': card_data['first_mes'],
        'mes_example': card_data['mes_example'],
        'creator_notes': cast(str, card_data.get('creator_notes', '')),
        'system_prompt': cast(str, card_data.get('system_prompt', '')),
        'post_history_instructions': cast(str, card_data.get('post_history_instructions', '')),
        'alternate_greetings': cast(List[str], card_data.get('alternate_greetings', [])),
        'tags': cast(List[str], card_data.get('tags', [])),
        'creator': cast(str, card_data.get('creator', '')),
        'character_version': cast(str, card_data.get('character_version', '')),
        'extensions': {}
    }

    # Move any non-standard V1 fields to extensions
    for key, value in card_data.items():
        if key not in v2_data:
            v2_data['extensions'][key] = value

    return v2_data

#
# End of Character card import functions
####################################################


####################################################
#
# Gradio tabs

def create_character_card_interaction_tab():
    with gr.TabItem("Chat with a Character Card"):
        gr.Markdown("# Chat with a Character Card")
        with gr.Row():
            with gr.Column(scale=1):
                character_image = gr.Image(label="Character Image", type="pil")
                character_card_upload = gr.File(
                    label="Upload Character Card (PNG, WEBP, JSON)",
                    file_types=[".png", ".webp", ".json"]
                )
                import_card_button = gr.Button("Import Character Card")
                load_characters_button = gr.Button("Load Existing Characters")
                character_dropdown = gr.Dropdown(label="Select Character", choices=[])
                user_name_input = gr.Textbox(label="Your Name", placeholder="Enter your name here")
                api_name_input = gr.Dropdown(
                    choices=[
                        "Local-LLM", "OpenAI", "Anthropic", "Cohere", "Groq", "DeepSeek", "Mistral",
                        "OpenRouter", "Llama.cpp", "Kobold", "Ooba", "Tabbyapi", "VLLM", "ollama", "HuggingFace",
                        "Custom-OpenAI-API"
                    ],
                    value="HuggingFace",
                    label="API for Interaction (Mandatory)"
                )
                api_key_input = gr.Textbox(
                    label="API Key (if not set in Config_Files/config.txt)",
                    placeholder="Enter your API key here", type="password"
                )
                temperature_slider = gr.Slider(
                    minimum=0.0, maximum=2.0, value=0.7, step=0.05, label="Temperature"
                )
                import_chat_button = gr.Button("Import Chat History")
                chat_file_upload = gr.File(label="Upload Chat History JSON", visible=True)

                # Chat History Import and Search
                gr.Markdown("## Search and Load Existing Chats")
                chat_search_query = gr.Textbox(
                    label="Search Chats",
                    placeholder="Enter chat name or keywords to search"
                )
                chat_search_button = gr.Button("Search Chats")
                chat_search_dropdown = gr.Dropdown(label="Search Results", choices=[], visible=False)
                load_chat_button = gr.Button("Load Selected Chat", visible=False)

                # Checkbox to Decide Whether to Save Chats by Default
                auto_save_checkbox = gr.Checkbox(label="Save chats automatically", value=True)
                chat_media_name = gr.Textbox(label="Custom Chat Name (optional)", visible=True)
                save_chat_history_to_db = gr.Button("Save Chat History to Database")
                save_status = gr.Textbox(label="Save Status", interactive=False)

            with gr.Column(scale=2):
                chat_history = gr.Chatbot(label="Conversation", height=800)
                user_input = gr.Textbox(label="Your message")
                send_message_button = gr.Button("Send Message")
                answer_for_me_button = gr.Button("Answer for Me")
                continue_talking_button = gr.Button("Continue Talking")
                regenerate_button = gr.Button("Regenerate Last Message")
                clear_chat_button = gr.Button("Clear Chat")
                save_snapshot_button = gr.Button("Save Chat Snapshot")
                update_chat_dropdown = gr.Dropdown(label="Select Chat to Update", choices=[], visible=False)
                load_selected_chat_button = gr.Button("Load Selected Chat", visible=False)
                update_chat_button = gr.Button("Update Selected Chat", visible=False)

        # States
        character_data = gr.State(None)
        user_name = gr.State("")
        selected_chat_id = gr.State(None)  # To track the selected chat for updates

        # Callback Functions

        def search_existing_chats(query):
            results, message = search_character_chats(query)
            if results:
                # Format search results for dropdown
                formatted_results = [
                    f"{chat['conversation_name']} (ID: {chat['id']})" for chat in results
                ]
            else:
                formatted_results = []
            return formatted_results, message

        def load_selected_chat_from_search(selected_chat, user_name):
            if not selected_chat:
                return None, [], None, "No chat selected."

            try:
                chat_id_match = re.search(r'\(ID:\s*(\d+)\)', selected_chat)
                if not chat_id_match:
                    return None, [], None, "Invalid chat selection format."

                chat_id = int(chat_id_match.group(1))

                # Use the new function to load chat and character data
                char_data, chat_history, img = load_chat_and_character(chat_id, user_name)

                if not char_data:
                    return None, [], None, "Failed to load character data for the selected chat."

                return char_data, chat_history, img, f"Chat '{selected_chat}' loaded successfully."
            except Exception as e:
                logging.error(f"Error loading selected chat: {e}")
                return None, [], None, f"Error loading chat: {e}"


        def import_chat_history(file, current_history, char_data, user_name_val):
            """
            Imports chat history from a file, replacing '{{user}}' with the actual user name.

            Args:
                file (file): The uploaded chat history file.
                current_history (list): The current chat history.
                char_data (dict): The current character data.
                user_name_val (str): The user's name.

            Returns:
                tuple: Updated chat history, updated character data, and a status message.
            """
            loaded_history, char_name = load_chat_history(file)
            if loaded_history is None:
                return current_history, char_data, "Failed to load chat history."

            # Replace '{{user}}' in the loaded chat history
            loaded_history = replace_user_placeholder(loaded_history, user_name_val)

            # Check if the loaded chat is for the current character
            if char_data and char_data.get('name') != char_name:
                return current_history, char_data, (
                    f"Warning: Loaded chat is for character '{char_name}', "
                    f"but current character is '{char_data.get('name')}'. Chat not imported."
                )

            # If no character is selected, try to load the character from the chat
            if not char_data:
                characters = get_character_cards()
                character = next((char for char in characters if char['name'] == char_name), None)
                if character:
                    char_data = character
                    # Replace '{{user}}' in the first_message if necessary
                    if character.get('first_message'):
                        character['first_message'] = character['first_message'].replace("{{user}}",
                                                                                        user_name_val if user_name_val else "User")
                else:
                    return current_history, char_data, (
                        f"Warning: Character '{char_name}' not found. Please select the character manually."
                    )

            return loaded_history, char_data, f"Chat history for '{char_name}' imported successfully."

        def load_character(name):
            characters = get_character_cards()
            character = next((char for char in characters if char['name'] == name), None)
            if character:
                first_message = character.get('first_message', "Hello! I'm ready to chat.")
                return character, [(None, first_message)] if first_message else [], None
            return None, [], None

        def load_character_image(name):
            character = next((char for char in get_character_cards() if char['name'] == name), None)
            if character and 'image' in character and character['image']:
                try:
                    # Decode the base64 image
                    image_data = base64.b64decode(character['image'])
                    # Load as PIL Image
                    img = Image.open(io.BytesIO(image_data)).convert("RGBA")
                    return img
                except Exception as e:
                    logging.error(f"Error loading image for character '{name}': {e}")
                    return None
            return None

        def character_chat_wrapper(
                message, history, char_data, api_endpoint, api_key,
                temperature, user_name_val, auto_save
        ):
            if not char_data:
                return history, "Please select a character first."

            user_name_val = user_name_val or "User"
            char_name = char_data.get('name', 'AI Assistant')

            # Prepare the character's background information
            char_background = f"""
            Name: {char_name}
            Description: {char_data.get('description', 'N/A')}
            Personality: {char_data.get('personality', 'N/A')}
            Scenario: {char_data.get('scenario', 'N/A')}
            """

            # Prepare the system prompt
            system_message = f"""You are roleplaying as {char_name}. {char_data.get('system_prompt', '')}"""

            # Prepare chat context
            media_content = {
                'id': char_name,
                'title': char_name,
                'content': char_background,
                'description': char_data.get('description', ''),
                'personality': char_data.get('personality', ''),
                'scenario': char_data.get('scenario', '')
            }
            selected_parts = ['description', 'personality', 'scenario']

            prompt = char_data.get('post_history_instructions', '')

            # Sanitize and format user message
            user_message = sanitize_user_input(message)
            user_message = replace_placeholders(user_message, char_name, user_name_val)
            full_message = f"{user_name_val}: {user_message}"

            # Generate bot response
            bot_message = chat(
                full_message,
                history,
                media_content,
                selected_parts,
                api_endpoint,
                api_key,
                prompt,
                temperature,
                system_message
            )

            # Replace placeholders in bot message
            bot_message = replace_placeholders(bot_message, char_name, user_name_val)

            # Update history
            history.append((user_message, bot_message))

            # Auto-save if enabled
            save_status = ""
            if auto_save:
                character_id = char_data.get('id')
                if character_id:
                    conversation_name = f"Auto-saved chat {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
                    add_character_chat(character_id, conversation_name, history)
                    save_status = "Chat auto-saved."
                else:
                    save_status = "Character ID not found; chat not saved."

            return history, save_status

        def save_chat_history_to_db_wrapper(
            chat_history, conversation_id, media_content,
            chat_media_name, char_data, auto_save
        ):
            if not char_data or not chat_history:
                return "No character or chat history available.", ""

            character_id = char_data.get('id')
            if not character_id:
                return "Character ID not found.", ""

            conversation_name = chat_media_name or f"Chat {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
            chat_id = add_character_chat(character_id, conversation_name, chat_history)
            if chat_id:
                return f"Chat saved successfully with ID {chat_id}.", ""
            else:
                return "Failed to save chat.", ""

        def update_character_info(name):
            return load_character_and_image(name, user_name.value)

        def on_character_select(name, user_name_val):
            logging.debug(f"Character selected: {name}")
            char_data, chat_history, img = load_character_and_image(name, user_name_val)
            return char_data, chat_history, img

        def clear_chat_history(char_data, user_name_val):
            """
            Clears the chat history and initializes it with the character's first message,
            replacing the '{{user}}' placeholder with the actual user name.

            Args:
                char_data (dict): The current character data.
                user_name_val (str): The user's name.

            Returns:
                tuple: Updated chat history and the unchanged char_data.
            """
            if char_data and 'first_message' in char_data and char_data['first_message']:
                # Replace '{{user}}' in the first_message
                first_message = char_data['first_message'].replace("{{user}}",
                                                                   user_name_val if user_name_val else "User")
                # Initialize chat history with the updated first_message
                return [(None, first_message)], char_data
            else:
                # If no first_message is defined, simply clear the chat
                return [], char_data

        def regenerate_last_message(
                history, char_data, api_endpoint, api_key,
                temperature, user_name_val, auto_save
        ):
            """
            Regenerates the last bot message by removing it and resending the corresponding user message.

            Args:
                history (list): The current chat history as a list of tuples (user_message, bot_message).
                char_data (dict): The current character data.
                api_endpoint (str): The API endpoint to use for the LLM.
                api_key (str): The API key for authentication.
                temperature (float): The temperature setting for the LLM.
                user_name_val (str): The user's name.
                auto_save (bool): Flag indicating whether to auto-save the chat.

            Returns:
                tuple: Updated chat history and a save status message.
            """
            if not history:
                return history, "No messages to regenerate."

            last_entry = history[-1]
            last_user_message, last_bot_message = last_entry

            # Check if the last bot message exists
            if last_bot_message is None:
                return history, "The last message is not from the bot."

            # Remove the last bot message
            new_history = history[:-1]

            # Resend the last user message to generate a new bot response
            if not last_user_message:
                return new_history, "No user message to regenerate the bot response."

            # Prepare the character's background information
            char_name = char_data.get('name', 'AI Assistant')
            char_background = f"""
            Name: {char_name}
            Description: {char_data.get('description', 'N/A')}
            Personality: {char_data.get('personality', 'N/A')}
            Scenario: {char_data.get('scenario', 'N/A')}
            """

            # Prepare the system prompt for character impersonation
            system_message = f"""You are roleplaying as {char_name}, the character described below. Respond to the user's messages in character, maintaining the personality and background provided. Do not break character or refer to yourself as an AI. Always refer to yourself as "{char_name}" and refer to the user as "{user_name_val}".

            {char_background}

            Additional instructions: {char_data.get('post_history_instructions', '')}
            """

            # Prepare media_content and selected_parts
            media_content = {
                'id': char_name,
                'title': char_name,
                'content': char_background,
                'description': char_data.get('description', ''),
                'personality': char_data.get('personality', ''),
                'scenario': char_data.get('scenario', '')
            }
            selected_parts = ['description', 'personality', 'scenario']

            prompt = char_data.get('post_history_instructions', '')

            # Prepare the input for the chat function
            full_message = f"{user_name_val}: {last_user_message}" if last_user_message else f"{user_name_val}: "

            # Call the chat function to get a new bot message
            bot_message = chat(
                full_message,
                new_history,
                media_content,
                selected_parts,
                api_endpoint,
                api_key,
                prompt,
                temperature,
                system_message
            )

            # Append the new bot message to the history
            new_history.append((last_user_message, bot_message))

            # Auto-save if enabled
            if auto_save:
                character_id = char_data.get('id')
                if character_id:
                    conversation_name = f"Auto-saved chat {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
                    add_character_chat(character_id, conversation_name, new_history)
                    save_status = "Chat auto-saved."
                else:
                    save_status = "Character ID not found; chat not saved."
            else:
                save_status = ""

            return new_history, save_status

        def toggle_chat_file_upload():
            return gr.update(visible=True)

        def save_untracked_chat_action(history, char_data):
            if not char_data or not history:
                return "No chat to save or character not selected."

            character_id = char_data.get('id')
            if not character_id:
                return "Character ID not found."

            conversation_name = f"Snapshot {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
            chat_id = add_character_chat(character_id, conversation_name, history, is_snapshot=True)
            if chat_id:
                return f"Chat snapshot saved successfully with ID {chat_id}."
            else:
                return "Failed to save chat snapshot."

        def select_chat_for_update():
            # Fetch all chats for the selected character
            if character_data.value:
                character_id = character_data.value.get('id')
                if character_id:
                    chats = get_character_chats(character_id)
                    chat_choices = [
                        f"{chat['conversation_name']} (ID: {chat['id']})" for chat in chats
                    ]
                    return gr.update(choices=chat_choices), None
            return gr.update(choices=[]), "No character selected."

        def load_selected_chat(chat_selection):
            if not chat_selection:
                return [], "No chat selected."

            try:
                chat_id = int(chat_selection.split('(ID: ')[1].rstrip(')'))
                chat = get_character_chat_by_id(chat_id)
                if chat:
                    history = chat['chat_history']
                    selected_chat_id.value = chat_id  # Update the selected_chat_id state
                    return history, f"Loaded chat '{chat['conversation_name']}' successfully."
                else:
                    return [], "Chat not found."
            except Exception as e:
                logging.error(f"Error loading selected chat: {e}")
                return [], f"Error loading chat: {e}"

        def update_chat(chat_id, updated_history):
            success = update_character_chat(chat_id, updated_history)
            if success:
                return "Chat updated successfully."
            else:
                return "Failed to update chat."

        def continue_talking(
                history, char_data, api_endpoint, api_key,
                temperature, user_name_val, auto_save
        ):
            """
            Causes the character to continue the conversation or think out loud.
            """
            if not char_data:
                return history, "Please select a character first."

            user_name_val = user_name_val or "User"
            char_name = char_data.get('name', 'AI Assistant')

            # Prepare the character's background information
            char_background = f"""
            Name: {char_name}
            Description: {char_data.get('description', 'N/A')}
            Personality: {char_data.get('personality', 'N/A')}
            Scenario: {char_data.get('scenario', 'N/A')}
            """

            # Prepare the system prompt
            system_message = f"""You are roleplaying as {char_name}. {char_data.get('system_prompt', '')}
            If the user does not respond, continue expressing your thoughts or continue the conversation by thinking out loud. If thinking out loud, prefix the message with "Thinking: "."""

            # Prepare chat context
            media_content = {
                'id': char_name,
                'title': char_name,
                'content': char_background,
                'description': char_data.get('description', ''),
                'personality': char_data.get('personality', ''),
                'scenario': char_data.get('scenario', '')
            }
            selected_parts = ['description', 'personality', 'scenario']

            prompt = char_data.get('post_history_instructions', '')

            # Simulate empty user input
            user_message = ""

            # Generate bot response
            bot_message = chat(
                user_message,
                history,
                media_content,
                selected_parts,
                api_endpoint,
                api_key,
                prompt,
                temperature,
                system_message
            )

            # Replace placeholders in bot message
            bot_message = replace_placeholders(bot_message, char_name, user_name_val)

            # Update history
            history.append((None, bot_message))

            # Auto-save if enabled
            save_status = ""
            if auto_save:
                character_id = char_data.get('id')
                if character_id:
                    conversation_name = f"Auto-saved chat {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
                    add_character_chat(character_id, conversation_name, history)
                    save_status = "Chat auto-saved."
                else:
                    save_status = "Character ID not found; chat not saved."

            return history, save_status

        def answer_for_me(
                history, char_data, api_endpoint, api_key,
                temperature, user_name_val, auto_save
        ):
            """
            Generates a likely user response and continues the conversation.
            """
            if not char_data:
                return history, "Please select a character first."

            user_name_val = user_name_val or "User"
            char_name = char_data.get('name', 'AI Assistant')

            # Prepare the character's background information
            char_background = f"""
            Name: {char_name}
            Description: {char_data.get('description', 'N/A')}
            Personality: {char_data.get('personality', 'N/A')}
            Scenario: {char_data.get('scenario', 'N/A')}
            """

            # Prepare system message for generating user's response
            system_message_user = f"""You are simulating the user {user_name_val}. Based on the conversation so far, generate a natural and appropriate response that {user_name_val} might say next. The response should fit the context and flow of the conversation. ONLY SPEAK FOR {user_name_val}."""

            # Prepare chat context
            media_content = {
                'id': char_name,
                'title': char_name,
                'content': char_background,
                'description': char_data.get('description', ''),
                'personality': char_data.get('personality', ''),
                'scenario': char_data.get('scenario', '')
            }
            selected_parts = ['description', 'personality', 'scenario']

            # Generate user response
            user_response = chat(
                "",  # No new message
                history,
                media_content,
                selected_parts,
                api_endpoint,
                api_key,
                prompt="",
                temperature=temperature,
                system_message=system_message_user
            )

            # Append the generated user response to history
            history.append((user_response, None))

            # Now generate the character's response to this user response
            # Prepare the system message for the character
            system_message_bot = f"""You are roleplaying as {char_name}. {char_data.get('system_prompt', '')}"""

            bot_message = chat(
                f"{user_name_val}: {user_response}",
                history[:-1],
                media_content,
                selected_parts,
                api_endpoint,
                api_key,
                prompt=char_data.get('post_history_instructions', ''),
                temperature=temperature,
                system_message=system_message_bot
            )

            # Replace placeholders in bot message
            bot_message = replace_placeholders(bot_message, char_name, user_name_val)

            # Update history with bot's response
            history[-1] = (user_response, bot_message)

            # Auto-save if enabled
            save_status = ""
            if auto_save:
                character_id = char_data.get('id')
                if character_id:
                    conversation_name = f"Auto-saved chat {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
                    add_character_chat(character_id, conversation_name, history)
                    save_status = "Chat auto-saved."
                else:
                    save_status = "Character ID not found; chat not saved."

            return history, save_status


        # Define States for conversation_id and media_content, which are required for saving chat history
        conversation_id = gr.State(str(uuid.uuid4()))
        media_content = gr.State({})

        # Button Callbacks

        # Add the new button callbacks here
        answer_for_me_button.click(
            fn=answer_for_me,
            inputs=[
                chat_history,
                character_data,
                api_name_input,
                api_key_input,
                temperature_slider,
                user_name_input,
                auto_save_checkbox
            ],
            outputs=[chat_history, save_status]
        )

        continue_talking_button.click(
            fn=continue_talking,
            inputs=[
                chat_history,
                character_data,
                api_name_input,
                api_key_input,
                temperature_slider,
                user_name_input,
                auto_save_checkbox
            ],
            outputs=[chat_history, save_status]
        )

        import_card_button.click(
            fn=import_character_card,
            inputs=[character_card_upload],
            outputs=[character_data, character_dropdown, save_status]
        )

        load_characters_button.click(
            fn=lambda: gr.update(choices=[f"{char['name']} (ID: {char['id']})" for char in get_character_cards()]),
            outputs=character_dropdown
        )

        # FIXME user_name_val = validate_user_name(user_name_val)
        clear_chat_button.click(
            fn=clear_chat_history,
            inputs=[character_data, user_name_input],
            outputs=[chat_history, character_data]
        )

        character_dropdown.change(
            fn=extract_character_id,
            inputs=[character_dropdown],
            outputs=character_data
        ).then(
            fn=load_character_wrapper,
            inputs=[character_data, user_name_input],
            outputs=[character_data, chat_history, character_image]
        )

        send_message_button.click(
            fn=character_chat_wrapper,
            inputs=[
                user_input,
                chat_history,
                character_data,
                api_name_input,
                api_key_input,
                temperature_slider,
                user_name_input,
                auto_save_checkbox
            ],
            outputs=[chat_history, save_status]
        ).then(lambda: "", outputs=user_input)

        regenerate_button.click(
            fn=regenerate_last_message,
            inputs=[
                chat_history,
                character_data,
                api_name_input,
                api_key_input,
                temperature_slider,
                user_name_input,
                auto_save_checkbox
            ],
            outputs=[chat_history, save_status]
        )

        import_chat_button.click(
            fn=lambda: gr.update(visible=True),
            outputs=chat_file_upload
        )

        chat_file_upload.change(
            fn=import_chat_history,
            inputs=[chat_file_upload, chat_history, character_data],
            outputs=[chat_history, character_data, save_status]
        )

        save_chat_history_to_db.click(
            fn=save_chat_history_to_db_wrapper,
            inputs=[
                chat_history,
                conversation_id,
                media_content,
                chat_media_name,
                character_data,
                auto_save_checkbox  # Pass the auto_save state
            ],
            outputs=[conversation_id, save_status]
        )

        # Populate the update_chat_dropdown based on selected character
        character_dropdown.change(
            fn=select_chat_for_update,
            inputs=[],
            outputs=[update_chat_dropdown, save_status]
        )

        load_selected_chat_button.click(
            fn=load_selected_chat,
            inputs=[update_chat_dropdown],
            outputs=[chat_history, save_status]
        )

        save_snapshot_button.click(
            fn=save_untracked_chat_action,
            inputs=[chat_history, character_data],
            outputs=save_status
        )

        update_chat_button.click(
            fn=update_chat,
            inputs=[selected_chat_id, chat_history],
            outputs=save_status
        )

        # Search Chats
        chat_search_button.click(
            fn=search_existing_chats,
            inputs=[chat_search_query],
            outputs=[chat_search_dropdown, save_status]
        ).then(
            fn=lambda choices, msg: gr.update(choices=choices, visible=True) if choices else gr.update(visible=False),
            inputs=[chat_search_dropdown, save_status],
            outputs=[chat_search_dropdown]
        )

        # Load Selected Chat from Search
        load_chat_button.click(
            fn=load_selected_chat_from_search,
            inputs=[chat_search_dropdown, user_name_input],
            outputs=[character_data, chat_history, character_image, save_status]
        )

        # Show Load Chat Button when a chat is selected
        chat_search_dropdown.change(
            fn=lambda selected: gr.update(visible=True) if selected else gr.update(visible=False),
            inputs=[chat_search_dropdown],
            outputs=[load_chat_button]
        )


        return character_data, chat_history, user_input, user_name, character_image


def create_character_chat_mgmt_tab():
    with gr.TabItem("Character and Chat Management"):
        gr.Markdown("# Character and Chat Management")

        with gr.Row():
            # Left Column: Character Import and Chat Management
            with gr.Column(scale=1):
                gr.Markdown("## Import Characters")
                character_files = gr.File(
                    label="Upload Character Files (PNG, WEBP, JSON)",
                    file_types=[".png", ".webp", ".json"],
                    file_count="multiple"
                )
                import_characters_button = gr.Button("Import Characters")
                import_status = gr.Markdown("")

            # Right Column: Character Selection and Image Display
            with gr.Column(scale=2):
                gr.Markdown("## Select Character")
                characters = get_character_cards()
                character_choices = [f"{char['name']} (ID: {char['id']})" for char in characters]
                load_characters_button = gr.Button("Load Existing Characters")
                select_character = gr.Dropdown(label="Select Character", choices=character_choices, interactive=True)
                character_image = gr.Image(label="Character Image", type="pil", interactive=False)

                gr.Markdown("## Search Conversations")
                search_query = gr.Textbox(label="Search Conversations", placeholder="Enter search keywords")
                search_button = gr.Button("Search")
                search_results = gr.Dropdown(label="Search Results", choices=[], visible=False)
                search_status = gr.Markdown("", visible=True)

        with gr.Row():
            gr.Markdown("## Chat Management")
            select_chat = gr.Dropdown(label="Select Chat", choices=[], visible=False, interactive=True)
            load_chat_button = gr.Button("Load Selected Chat", visible=False)
            conversation_list = gr.Dropdown(label="Select Conversation or Character", choices=[])
            conversation_mapping = gr.State({})

        with gr.Tabs():
            with gr.TabItem("Edit"):
                chat_content = gr.TextArea(label="Chat/Character Content (JSON)", lines=20, max_lines=50)
                save_button = gr.Button("Save Changes")
                delete_button = gr.Button("Delete Conversation/Character", variant="stop")

            with gr.TabItem("Preview"):
                chat_preview = gr.HTML(label="Chat/Character Preview")
        result_message = gr.Markdown("")

        # Callback Functions

        def load_character_image(character_selection):
            if not character_selection:
                return None

            try:
                character_id = int(character_selection.split('(ID: ')[1].rstrip(')'))
                character = get_character_card_by_id(character_id)
                if character and 'image' in character:
                    image_data = base64.b64decode(character['image'])
                    img = Image.open(io.BytesIO(image_data))
                    return img
            except Exception as e:
                logging.error(f"Error loading character image: {e}")

            return None

        def search_conversations_or_characters(query, selected_character):
            if not query.strip():
                return gr.update(choices=[], visible=False), "Please enter a search query."

            try:
                # Extract character ID from the selected character
                character_id = None
                if selected_character:
                    character_id = int(selected_character.split('(ID: ')[1].rstrip(')'))

                # Search Chats using FTS5, filtered by character_id if provided
                chat_results, chat_message = search_character_chats(query, character_id)

                # Format chat results
                formatted_chat_results = [
                    f"Chat: {chat['conversation_name']} (ID: {chat['id']})" for chat in chat_results
                ]

                # If no character is selected, also search for characters
                if not character_id:
                    characters = get_character_cards()
                    filtered_characters = [
                        char for char in characters
                        if query.lower() in char['name'].lower()
                    ]
                    formatted_character_results = [
                        f"Character: {char['name']} (ID: {char['id']})" for char in filtered_characters
                    ]
                else:
                    formatted_character_results = []

                # Combine results
                all_choices = formatted_chat_results + formatted_character_results

                if all_choices:
                    return gr.update(choices=all_choices, visible=True), chat_message
                else:
                    return gr.update(choices=[], visible=False), f"No results found for '{query}'."

            except Exception as e:
                logging.error(f"Error during search: {e}")
                return gr.update(choices=[], visible=False), f"Error occurred during search: {e}"

        def load_conversation_or_character(selected, conversation_mapping):
            if not selected or selected not in conversation_mapping:
                return "", "<p>No selection made.</p>"

            selected_id = conversation_mapping[selected]
            if selected.startswith("Chat:"):
                chat = get_character_chat_by_id(selected_id)
                if chat:
                    json_content = json.dumps({
                        "conversation_id": chat['id'],
                        "conversation_name": chat['conversation_name'],
                        "messages": chat['chat_history']
                    }, indent=2)

                    html_preview = create_chat_preview_html(chat['chat_history'])
                    return json_content, html_preview
            elif selected.startswith("Character:"):
                character = get_character_card_by_id(selected_id)
                if character:
                    json_content = json.dumps({
                        "id": character['id'],
                        "name": character['name'],
                        "description": character['description'],
                        "personality": character['personality'],
                        "scenario": character['scenario'],
                        "post_history_instructions": character['post_history_instructions'],
                        "first_mes": character['first_mes'],
                        "mes_example": character['mes_example'],
                        "creator_notes": character.get('creator_notes', ''),
                        "system_prompt": character.get('system_prompt', ''),
                        "tags": character.get('tags', []),
                        "creator": character.get('creator', ''),
                        "character_version": character.get('character_version', ''),
                        "extensions": character.get('extensions', {})
                    }, indent=2)

                    html_preview = create_character_preview_html(character)
                    return json_content, html_preview

            return "", "<p>Unable to load the selected item.</p>"

        def validate_content(selected, content):
            try:
                data = json.loads(content)
                if selected.startswith("Chat:"):
                    assert "conversation_id" in data and "messages" in data
                elif selected.startswith("Character:"):
                    assert "id" in data and "name" in data
                return True, data
            except Exception as e:
                return False, f"Invalid JSON: {e}"

        def save_conversation_or_character(selected, conversation_mapping, content):
            if not selected or selected not in conversation_mapping:
                return "Please select an item to save.", "<p>No changes made.</p>"

            is_valid, result = validate_content(selected, content)
            if not is_valid:
                return f"Error: {result}", "<p>No changes made due to validation error.</p>"

            selected_id = conversation_mapping[selected]

            if selected.startswith("Chat:"):
                success = update_character_chat(selected_id, result['messages'])
                return ("Chat updated successfully." if success else "Failed to update chat."), ("<p>Chat updated.</p>" if success else "<p>Failed to update chat.</p>")
            elif selected.startswith("Character:"):
                success = update_character_card(selected_id, result)
                return ("Character updated successfully." if success else "Failed to update character."), ("<p>Character updated.</p>" if success else "<p>Failed to update character.</p>")

            return "Unknown item type.", "<p>No changes made.</p>"

        def delete_conversation_or_character(selected, conversation_mapping):
            if not selected or selected not in conversation_mapping:
                return "Please select an item to delete.", "<p>No changes made.</p>", gr.update(choices=[])

            selected_id = conversation_mapping[selected]

            if selected.startswith("Chat:"):
                success = delete_character_chat(selected_id)
            elif selected.startswith("Character:"):
                success = delete_character_card(selected_id)
            else:
                return "Unknown item type.", "<p>No changes made.</p>", gr.update()

            if success:
                updated_choices = [choice for choice in conversation_mapping.keys() if choice != selected]
                conversation_mapping.value.pop(selected, None)
                return f"{selected.split(':')[0]} deleted successfully.", f"<p>{selected.split(':')[0]} deleted.</p>", gr.update(choices=updated_choices)
            else:
                return f"Failed to delete {selected.split(':')[0].lower()}.", f"<p>Failed to delete {selected.split(':')[0].lower()}.</p>", gr.update()

        def populate_chats(character_selection):
            if not character_selection:
                return gr.update(choices=[], visible=False), "Please select a character first."

            try:
                character_id = int(character_selection.split('(ID: ')[1].rstrip(')'))
                chats = get_character_chats(character_id=character_id)

                if not chats:
                    return gr.update(choices=[], visible=False), f"No chats found for the selected character."

                formatted_chats = [f"{chat['conversation_name']} (ID: {chat['id']})" for chat in chats]
                return gr.update(choices=formatted_chats, visible=True), f"Found {len(formatted_chats)} chat(s)."
            except Exception as e:
                logging.error(f"Error populating chats: {e}")
                return gr.update(choices=[], visible=False), f"Error occurred: {e}"

        def load_chat_from_character(selected_chat):
            if not selected_chat:
                return "", "<p>No chat selected.</p>"

            try:
                chat_id = int(selected_chat.split('(ID: ')[1].rstrip(')'))
                chat = get_character_chat_by_id(chat_id)
                if not chat:
                    return "", "<p>Selected chat not found.</p>"

                json_content = json.dumps({
                    "conversation_id": chat['id'],
                    "conversation_name": chat['conversation_name'],
                    "messages": chat['chat_history']
                }, indent=2)

                html_preview = create_chat_preview_html(chat['chat_history'])
                return json_content, html_preview
            except Exception as e:
                logging.error(f"Error loading chat: {e}")
                return "", f"<p>Error loading chat: {e}</p>"

        def create_chat_preview_html(chat_history):
            html_preview = "<div style='max-height: 500px; overflow-y: auto;'>"
            for user_msg, bot_msg in chat_history:
                user_style = "background-color: #e6f3ff; padding: 10px; border-radius: 5px; margin-bottom: 5px;"
                bot_style = "background-color: #f0f0f0; padding: 10px; border-radius: 5px; margin-bottom: 10px;"
                html_preview += f"<div style='{user_style}'><strong>User:</strong> {user_msg}</div>"
                html_preview += f"<div style='{bot_style}'><strong>Bot:</strong> {bot_msg}</div>"
            html_preview += "</div>"
            return html_preview

        def create_character_preview_html(character):
            return f"""
            <div>
                <h2>{character['name']}</h2>
                <p><strong>Description:</strong> {character['description']}</p>
                <p><strong>Personality:</strong> {character['personality']}</p>
                <p><strong>Scenario:</strong> {character['scenario']}</p>
                <p><strong>First Message:</strong> {character['first_mes']}</p>
                <p><strong>Example Message:</strong> {character['mes_example']}</p>
                <p><strong>Post History Instructions:</strong> {character['post_history_instructions']}</p>
                <p><strong>System Prompt:</strong> {character.get('system_prompt', 'N/A')}</p>
                <p><strong>Tags:</strong> {', '.join(character.get('tags', []))}</p>
                <p><strong>Creator:</strong> {character.get('creator', 'N/A')}</p>
                <p><strong>Version:</strong> {character.get('character_version', 'N/A')}</p>
            </div>
            """
        def import_multiple_characters(files):
            if not files:
                return "No files provided for character import."

            results = []
            for file in files:
                result, _, message = import_character_card(file)
                if result:
                    results.append(f"Imported: {result['name']}")
                else:
                    results.append(f"Failed: {file.name} - {message}")

            # Refresh character choices
            characters = get_character_cards()
            character_choices = [f"{char['name']} (ID: {char['id']})" for char in characters]
            select_character.choices = character_choices

            return "Import results:\n" + "\n".join(results)

        # Register new callback for character import
        import_characters_button.click(
            fn=import_multiple_characters,
            inputs=[character_files],
            outputs=[import_status]
        ).then(
            fn=lambda: gr.update(choices=[f"{char['name']} (ID: {char['id']})" for char in get_character_cards()]),
            outputs=select_character
        )

        # Register Callback Functions with Gradio Components
        search_button.click(
            fn=search_conversations_or_characters,
            inputs=[search_query, select_character],
            outputs=[search_results, search_status]
        )

        search_results.change(
            fn=load_conversation_or_character,
            inputs=[search_results, conversation_mapping],
            outputs=[chat_content, chat_preview]
        )

        save_button.click(
            fn=save_conversation_or_character,
            inputs=[conversation_list, conversation_mapping, chat_content],
            outputs=[result_message, chat_preview]
        )

        delete_button.click(
            fn=delete_conversation_or_character,
            inputs=[conversation_list, conversation_mapping],
            outputs=[result_message, chat_preview, conversation_list]
        )

        select_character.change(
            fn=load_character_image,
            inputs=[select_character],
            outputs=[character_image]
        ).then(
            fn=populate_chats,
            inputs=[select_character],
            outputs=[select_chat, search_status]
        )

        select_chat.change(
            fn=load_chat_from_character,
            inputs=[select_chat],
            outputs=[chat_content, chat_preview]
        )

        load_chat_button.click(
            fn=load_chat_from_character,
            inputs=[select_chat],
            outputs=[chat_content, chat_preview]
        )

        load_characters_button.click(
            fn=lambda: gr.update(choices=[f"{char['name']} (ID: {char['id']})" for char in get_character_cards()]),
            outputs=select_character
        )

        return (
            character_files, import_characters_button, import_status,
            search_query, search_button, search_results, search_status,
            select_character, select_chat, load_chat_button,
            conversation_list, conversation_mapping,
            chat_content, save_button, delete_button,
            chat_preview, result_message, character_image
        )

def create_custom_character_card_tab():
    with gr.TabItem("Create a New Character Card"):
        gr.Markdown("# Create a New Character Card (v2)")

        with gr.Row():
            with gr.Column():
                # Input fields for character card data
                name_input = gr.Textbox(label="Name", placeholder="Enter character name")
                description_input = gr.TextArea(label="Description", placeholder="Enter character description")
                personality_input = gr.TextArea(label="Personality", placeholder="Enter character personality")
                scenario_input = gr.TextArea(label="Scenario", placeholder="Enter character scenario")
                first_mes_input = gr.TextArea(label="First Message", placeholder="Enter the first message")
                mes_example_input = gr.TextArea(label="Example Messages", placeholder="Enter example messages")
                creator_notes_input = gr.TextArea(label="Creator Notes", placeholder="Enter notes for the creator")
                system_prompt_input = gr.TextArea(label="System Prompt", placeholder="Enter system prompt")
                post_history_instructions_input = gr.TextArea(label="Post History Instructions", placeholder="Enter post history instructions")
                alternate_greetings_input = gr.TextArea(
                    label="Alternate Greetings (one per line)",
                    placeholder="Enter alternate greetings, one per line"
                )
                tags_input = gr.Textbox(label="Tags", placeholder="Enter tags, separated by commas")
                creator_input = gr.Textbox(label="Creator", placeholder="Enter creator name")
                character_version_input = gr.Textbox(label="Character Version", placeholder="Enter character version")
                extensions_input = gr.TextArea(
                    label="Extensions (JSON)",
                    placeholder="Enter extensions as JSON (optional)"
                )
                image_input = gr.Image(label="Character Image", type="pil")

                # Buttons
                save_button = gr.Button("Save Character Card")
                download_button = gr.Button("Download Character Card")
                download_image_button = gr.Button("Download Character Card as Image")

                # Output status and outputs
                save_status = gr.Markdown("")
                download_output = gr.File(label="Download Character Card", interactive=False)
                download_image_output = gr.File(label="Download Character Card as Image", interactive=False)

        # Import PngInfo
        from PIL.PngImagePlugin import PngInfo

        # Callback Functions
        def build_character_card(
            name, description, personality, scenario, first_mes, mes_example,
            creator_notes, system_prompt, post_history_instructions,
            alternate_greetings_str, tags_str, creator, character_version,
            extensions_str
        ):
            # Parse alternate_greetings from multiline string
            alternate_greetings = [line.strip() for line in alternate_greetings_str.strip().split('\n') if line.strip()]

            # Parse tags from comma-separated string
            tags = [tag.strip() for tag in tags_str.strip().split(',') if tag.strip()]

            # Parse extensions from JSON string
            try:
                extensions = json.loads(extensions_str) if extensions_str.strip() else {}
            except json.JSONDecodeError as e:
                extensions = {}
                logging.error(f"Error parsing extensions JSON: {e}")

            # Build the character card dictionary according to V2 spec
            character_card = {
                'spec': 'chara_card_v2',
                'spec_version': '2.0',
                'data': {
                    'name': name,
                    'description': description,
                    'personality': personality,
                    'scenario': scenario,
                    'first_mes': first_mes,
                    'mes_example': mes_example,
                    'creator_notes': creator_notes,
                    'system_prompt': system_prompt,
                    'post_history_instructions': post_history_instructions,
                    'alternate_greetings': alternate_greetings,
                    'tags': tags,
                    'creator': creator,
                    'character_version': character_version,
                    'extensions': extensions,
                }
            }
            return character_card

        def validate_character_card_data(character_card):
            """
            Validates the character card data using the extended validation logic.
            """
            is_valid, validation_messages = validate_v2_card(character_card)
            return is_valid, validation_messages

        def save_character_card(
            name, description, personality, scenario, first_mes, mes_example,
            creator_notes, system_prompt, post_history_instructions,
            alternate_greetings_str, tags_str, creator, character_version,
            extensions_str, image
        ):
            # Build the character card
            character_card = build_character_card(
                name, description, personality, scenario, first_mes, mes_example,
                creator_notes, system_prompt, post_history_instructions,
                alternate_greetings_str, tags_str, creator, character_version,
                extensions_str
            )

            # Validate the character card
            is_valid, validation_messages = validate_character_card_data(character_card)
            if not is_valid:
                # Return validation errors
                validation_output = "Character card validation failed:\n"
                validation_output += "\n".join(validation_messages)
                return validation_output

            # If image is provided, encode it to base64
            if image:
                img_byte_arr = io.BytesIO()
                image.save(img_byte_arr, format='PNG')
                character_card['data']['image'] = base64.b64encode(img_byte_arr.getvalue()).decode('utf-8')

            # Save character card to database
            character_id = add_character_card(character_card['data'])
            if character_id:
                return f"Character card '{name}' saved successfully."
            else:
                return f"Failed to save character card '{name}'. It may already exist."

        def download_character_card(
            name, description, personality, scenario, first_mes, mes_example,
            creator_notes, system_prompt, post_history_instructions,
            alternate_greetings_str, tags_str, creator, character_version,
            extensions_str, image
        ):
            # Build the character card
            character_card = build_character_card(
                name, description, personality, scenario, first_mes, mes_example,
                creator_notes, system_prompt, post_history_instructions,
                alternate_greetings_str, tags_str, creator, character_version,
                extensions_str
            )

            # Validate the character card
            is_valid, validation_messages = validate_character_card_data(character_card)
            if not is_valid:
                # Return validation errors
                validation_output = "Character card validation failed:\n"
                validation_output += "\n".join(validation_messages)
                return gr.update(value=None), validation_output  # Return None for the file output

            # If image is provided, include it as base64
            if image:
                img_byte_arr = io.BytesIO()
                image.save(img_byte_arr, format='PNG')
                character_card['data']['image'] = base64.b64encode(img_byte_arr.getvalue()).decode('utf-8')

            # Convert to JSON string
            json_str = json.dumps(character_card, indent=2)

            # Write the JSON to a temporary file
            with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.json', encoding='utf-8') as temp_file:
                temp_file.write(json_str)
                temp_file_path = temp_file.name

            # Return the file path and clear validation output
            return temp_file_path, ""

        def download_character_card_as_image(
            name, description, personality, scenario, first_mes, mes_example,
            creator_notes, system_prompt, post_history_instructions,
            alternate_greetings_str, tags_str, creator, character_version,
            extensions_str, image
        ):
            # Build the character card
            character_card = build_character_card(
                name, description, personality, scenario, first_mes, mes_example,
                creator_notes, system_prompt, post_history_instructions,
                alternate_greetings_str, tags_str, creator, character_version,
                extensions_str
            )

            # Validate the character card
            is_valid, validation_messages = validate_character_card_data(character_card)
            if not is_valid:
                # Return validation errors
                validation_output = "Character card validation failed:\n"
                validation_output += "\n".join(validation_messages)
                return gr.update(value=None), validation_output  # Return None for the file output

            # Convert the character card JSON to a string
            json_str = json.dumps(character_card, indent=2)

            # Encode the JSON string to base64
            chara_content = base64.b64encode(json_str.encode('utf-8')).decode('utf-8')

            # Create PNGInfo object to hold metadata
            png_info = PngInfo()
            png_info.add_text('chara', chara_content)

            # If image is provided, use it; otherwise, create a blank image
            if image:
                img = image.copy()
            else:
                # Create a default blank image
                img = Image.new('RGB', (512, 512), color='white')

            # Save the image to a temporary file with metadata
            with tempfile.NamedTemporaryFile(mode='wb', delete=False, suffix='.png') as temp_file:
                img.save(temp_file, format='PNG', pnginfo=png_info)
                temp_file_path = temp_file.name

            # Return the file path and clear validation output
            return temp_file_path, ""

        # Include the validate_v2_card function here (from previous code)

        # Button Callbacks
        save_button.click(
            fn=save_character_card,
            inputs=[
                name_input, description_input, personality_input, scenario_input,
                first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
                post_history_instructions_input, alternate_greetings_input, tags_input,
                creator_input, character_version_input, extensions_input, image_input
            ],
            outputs=[save_status]
        )

        download_button.click(
            fn=download_character_card,
            inputs=[
                name_input, description_input, personality_input, scenario_input,
                first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
                post_history_instructions_input, alternate_greetings_input, tags_input,
                creator_input, character_version_input, extensions_input, image_input
            ],
            outputs=[download_output, save_status]
        )

        download_image_button.click(
            fn=download_character_card_as_image,
            inputs=[
                name_input, description_input, personality_input, scenario_input,
                first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
                post_history_instructions_input, alternate_greetings_input, tags_input,
                creator_input, character_version_input, extensions_input, image_input
            ],
            outputs=[download_image_output, save_status]
        )

#v1
def create_character_card_validation_tab():
    with gr.TabItem("Validate Character Card"):
        gr.Markdown("# Validate Character Card (v2)")
        gr.Markdown("Upload a character card (PNG, WEBP, or JSON) to validate whether it conforms to the Character Card V2 specification.")

        with gr.Row():
            with gr.Column():
                # File uploader
                file_upload = gr.File(
                    label="Upload Character Card (PNG, WEBP, JSON)",
                    file_types=[".png", ".webp", ".json"]
                )
                # Validation button
                validate_button = gr.Button("Validate Character Card")
                # Output area for validation results
                validation_output = gr.Markdown("")

        # Callback Functions
        def validate_character_card(file):
            if file is None:
                return "No file provided for validation."

            try:
                if file.name.lower().endswith(('.png', '.webp')):
                    json_data = extract_json_from_image(file)
                    if not json_data:
                        return "Failed to extract JSON data from the image. The image might not contain embedded character card data."
                elif file.name.lower().endswith('.json'):
                    with open(file.name, 'r', encoding='utf-8') as f:
                        json_data = f.read()
                else:
                    return "Unsupported file type. Please upload a PNG, WEBP, or JSON file."

                # Parse the JSON content
                try:
                    card_data = json.loads(json_data)
                except json.JSONDecodeError as e:
                    return f"JSON decoding error: {e}"

                # Validate the character card
                is_valid, validation_messages = validate_v2_card(card_data)

                # Prepare the validation output
                if is_valid:
                    return "Character card is valid according to the V2 specification."
                else:
                    # Concatenate all validation error messages
                    validation_output = "Character card validation failed:\n"
                    validation_output += "\n".join(validation_messages)
                    return validation_output

            except Exception as e:
                logging.error(f"Error validating character card: {e}")
                return f"An unexpected error occurred during validation: {e}"

        def validate_v2_card(card_data):
            """
            Validate a character card according to the V2 specification.

            Args:
                card_data (dict): The parsed character card data.

            Returns:
                Tuple[bool, List[str]]: A tuple containing a boolean indicating validity and a list of validation messages.
            """
            validation_messages = []

            # Check top-level fields
            if 'spec' not in card_data:
                validation_messages.append("Missing 'spec' field.")
            elif card_data['spec'] != 'chara_card_v2':
                validation_messages.append(f"Invalid 'spec' value: {card_data['spec']}. Expected 'chara_card_v2'.")

            if 'spec_version' not in card_data:
                validation_messages.append("Missing 'spec_version' field.")
            else:
                # Ensure 'spec_version' is '2.0' or higher
                try:
                    spec_version = float(card_data['spec_version'])
                    if spec_version < 2.0:
                        validation_messages.append(f"'spec_version' must be '2.0' or higher. Found '{card_data['spec_version']}'.")
                except ValueError:
                    validation_messages.append(f"Invalid 'spec_version' format: {card_data['spec_version']}. Must be a number as a string.")

            if 'data' not in card_data:
                validation_messages.append("Missing 'data' field.")
                return False, validation_messages  # Cannot proceed without 'data' field

            data = card_data['data']

            # Required fields in 'data'
            required_fields = ['name', 'description', 'personality', 'scenario', 'first_mes', 'mes_example']
            for field in required_fields:
                if field not in data:
                    validation_messages.append(f"Missing required field in 'data': '{field}'.")
                elif not isinstance(data[field], str):
                    validation_messages.append(f"Field '{field}' must be a string.")
                elif not data[field].strip():
                    validation_messages.append(f"Field '{field}' cannot be empty.")

            # Optional fields with expected types
            optional_fields = {
                'creator_notes': str,
                'system_prompt': str,
                'post_history_instructions': str,
                'alternate_greetings': list,
                'tags': list,
                'creator': str,
                'character_version': str,
                'extensions': dict,
                'character_book': dict  # If present, should be a dict
            }

            for field, expected_type in optional_fields.items():
                if field in data:
                    if not isinstance(data[field], expected_type):
                        validation_messages.append(f"Field '{field}' must be of type '{expected_type.__name__}'.")
                    elif field == 'extensions':
                        # Validate that extensions keys are properly namespaced
                        for key in data[field].keys():
                            if '/' not in key and '_' not in key:
                                validation_messages.append(f"Extension key '{key}' in 'extensions' should be namespaced to prevent conflicts.")

            # If 'alternate_greetings' is present, check that it's a list of non-empty strings
            if 'alternate_greetings' in data and isinstance(data['alternate_greetings'], list):
                for idx, greeting in enumerate(data['alternate_greetings']):
                    if not isinstance(greeting, str) or not greeting.strip():
                        validation_messages.append(f"Element {idx} in 'alternate_greetings' must be a non-empty string.")

            # If 'tags' is present, check that it's a list of non-empty strings
            if 'tags' in data and isinstance(data['tags'], list):
                for idx, tag in enumerate(data['tags']):
                    if not isinstance(tag, str) or not tag.strip():
                        validation_messages.append(f"Element {idx} in 'tags' must be a non-empty string.")

            # Validate 'extensions' field
            if 'extensions' in data and not isinstance(data['extensions'], dict):
                validation_messages.append("Field 'extensions' must be a dictionary.")

            # Validate 'character_book' if present
            if 'character_book' in data:
                is_valid_book, book_messages = validate_character_book(data['character_book'])
                if not is_valid_book:
                    validation_messages.extend(book_messages)

            is_valid = len(validation_messages) == 0
            return is_valid, validation_messages

        # Button Callback
        validate_button.click(
            fn=validate_character_card,
            inputs=[file_upload],
            outputs=[validation_output]
        )
# v2-not-working-on-export-def create_character_card_validation_tab():
#     with gr.TabItem("Validate and Edit Character Card"):
#         gr.Markdown("# Validate and Edit Character Card (v2)")
#         gr.Markdown("Upload a character card (PNG, WEBP, or JSON) to validate and modify it.")
#
#         with gr.Row():
#             with gr.Column():
#                 # File uploader
#                 file_upload = gr.File(
#                     label="Upload Character Card (PNG, WEBP, JSON)",
#                     file_types=[".png", ".webp", ".json"]
#                 )
#                 # Validation button
#                 validate_button = gr.Button("Validate and Load Character Card")
#                 # Output area for validation results
#                 validation_output = gr.Markdown("")
#
#         # Input fields for character card data (duplicated from the create tab)
#         with gr.Row():
#             with gr.Column():
#                 name_input = gr.Textbox(label="Name", placeholder="Enter character name")
#                 description_input = gr.TextArea(label="Description", placeholder="Enter character description")
#                 personality_input = gr.TextArea(label="Personality", placeholder="Enter character personality")
#                 scenario_input = gr.TextArea(label="Scenario", placeholder="Enter character scenario")
#                 first_mes_input = gr.TextArea(label="First Message", placeholder="Enter the first message")
#                 mes_example_input = gr.TextArea(label="Example Messages", placeholder="Enter example messages")
#                 creator_notes_input = gr.TextArea(label="Creator Notes", placeholder="Enter notes for the creator")
#                 system_prompt_input = gr.TextArea(label="System Prompt", placeholder="Enter system prompt")
#                 post_history_instructions_input = gr.TextArea(label="Post History Instructions", placeholder="Enter post history instructions")
#                 alternate_greetings_input = gr.TextArea(
#                     label="Alternate Greetings (one per line)",
#                     placeholder="Enter alternate greetings, one per line"
#                 )
#                 tags_input = gr.Textbox(label="Tags", placeholder="Enter tags, separated by commas")
#                 creator_input = gr.Textbox(label="Creator", placeholder="Enter creator name")
#                 character_version_input = gr.Textbox(label="Character Version", placeholder="Enter character version")
#                 extensions_input = gr.TextArea(
#                     label="Extensions (JSON)",
#                     placeholder="Enter extensions as JSON (optional)"
#                 )
#                 image_input = gr.Image(label="Character Image", type="pil")
#
#                 # Buttons
#                 save_button = gr.Button("Save Character Card")
#                 download_button = gr.Button("Download Character Card")
#                 download_image_button = gr.Button("Download Character Card as Image")
#
#                 # Output status and outputs
#                 save_status = gr.Markdown("")
#                 download_output = gr.File(label="Download Character Card", interactive=False)
#                 download_image_output = gr.File(label="Download Character Card as Image", interactive=False)
#
#         # Callback Functions
#         def extract_json_from_image(file):
#             try:
#                 image = Image.open(file.name)
#                 if "chara" in image.info:
#                     json_data = image.info["chara"]
#                     # Decode base64 if necessary
#                     try:
#                         json_data = base64.b64decode(json_data).decode('utf-8')
#                     except Exception:
#                         pass  # Assume it's already in plain text
#                     return json_data
#                 else:
#                     return None
#             except Exception as e:
#                 logging.error(f"Error extracting JSON from image: {e}")
#                 return None
#
#         def validate_v2_card(card_data):
#             """
#             Validate a character card according to the V2 specification.
#
#             Args:
#                 card_data (dict): The parsed character card data.
#
#             Returns:
#                 Tuple[bool, List[str]]: A tuple containing a boolean indicating validity and a list of validation messages.
#             """
#             validation_messages = []
#
#             # Check top-level fields
#             if 'spec' not in card_data:
#                 validation_messages.append("Missing 'spec' field.")
#             elif card_data['spec'] != 'chara_card_v2':
#                 validation_messages.append(f"Invalid 'spec' value: {card_data['spec']}. Expected 'chara_card_v2'.")
#
#             if 'spec_version' not in card_data:
#                 validation_messages.append("Missing 'spec_version' field.")
#             else:
#                 # Ensure 'spec_version' is '2.0' or higher
#                 try:
#                     spec_version = float(card_data['spec_version'])
#                     if spec_version < 2.0:
#                         validation_messages.append(
#                             f"'spec_version' must be '2.0' or higher. Found '{card_data['spec_version']}'.")
#                 except ValueError:
#                     validation_messages.append(
#                         f"Invalid 'spec_version' format: {card_data['spec_version']}. Must be a number as a string.")
#
#             if 'data' not in card_data:
#                 validation_messages.append("Missing 'data' field.")
#                 return False, validation_messages  # Cannot proceed without 'data' field
#
#             data = card_data['data']
#
#             # Required fields in 'data'
#             required_fields = ['name', 'description', 'personality', 'scenario', 'first_mes', 'mes_example']
#             for field in required_fields:
#                 if field not in data:
#                     validation_messages.append(f"Missing required field in 'data': '{field}'.")
#                 elif not isinstance(data[field], str):
#                     validation_messages.append(f"Field '{field}' must be a string.")
#                 elif not data[field].strip():
#                     validation_messages.append(f"Field '{field}' cannot be empty.")
#
#             # Optional fields with expected types
#             optional_fields = {
#                 'creator_notes': str,
#                 'system_prompt': str,
#                 'post_history_instructions': str,
#                 'alternate_greetings': list,
#                 'tags': list,
#                 'creator': str,
#                 'character_version': str,
#                 'extensions': dict,
#                 'character_book': dict  # If present, should be a dict
#             }
#
#             for field, expected_type in optional_fields.items():
#                 if field in data:
#                     if not isinstance(data[field], expected_type):
#                         validation_messages.append(f"Field '{field}' must be of type '{expected_type.__name__}'.")
#                     elif field == 'extensions':
#                         # Validate that extensions keys are properly namespaced
#                         for key in data[field].keys():
#                             if '/' not in key and '_' not in key:
#                                 validation_messages.append(
#                                     f"Extension key '{key}' in 'extensions' should be namespaced to prevent conflicts.")
#
#             # If 'alternate_greetings' is present, check that it's a list of non-empty strings
#             if 'alternate_greetings' in data and isinstance(data['alternate_greetings'], list):
#                 for idx, greeting in enumerate(data['alternate_greetings']):
#                     if not isinstance(greeting, str) or not greeting.strip():
#                         validation_messages.append(
#                             f"Element {idx} in 'alternate_greetings' must be a non-empty string.")
#
#             # If 'tags' is present, check that it's a list of non-empty strings
#             if 'tags' in data and isinstance(data['tags'], list):
#                 for idx, tag in enumerate(data['tags']):
#                     if not isinstance(tag, str) or not tag.strip():
#                         validation_messages.append(f"Element {idx} in 'tags' must be a non-empty string.")
#
#             # Validate 'extensions' field
#             if 'extensions' in data and not isinstance(data['extensions'], dict):
#                 validation_messages.append("Field 'extensions' must be a dictionary.")
#
#             # Validate 'character_book' if present
#             # (Assuming you have a validate_character_book function)
#             # if 'character_book' in data:
#             #     is_valid_book, book_messages = validate_character_book(data['character_book'])
#             #     if not is_valid_book:
#             #         validation_messages.extend(book_messages)
#
#             is_valid = len(validation_messages) == 0
#             return is_valid, validation_messages
#
#         # Include the save_character_card, download_character_card, and download_character_card_as_image functions
#         def save_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str, image
#         ):
#             # Build the character card
#             character_card = build_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str
#             )
#
#             # Validate the character card
#             is_valid, validation_messages = validate_v2_card(character_card)
#             if not is_valid:
#                 # Return validation errors
#                 validation_output = "Character card validation failed:\n"
#                 validation_output += "\n".join(validation_messages)
#                 return validation_output
#
#             # If image is provided, encode it to base64
#             if image:
#                 img_byte_arr = io.BytesIO()
#                 image.save(img_byte_arr, format='PNG')
#                 character_card['data']['image'] = base64.b64encode(img_byte_arr.getvalue()).decode('utf-8')
#
#             # Save character card to database
#             character_id = add_character_card(character_card['data'])
#             if character_id:
#                 return f"Character card '{name}' saved successfully."
#             else:
#                 return f"Failed to save character card '{name}'. It may already exist."
#
#         def download_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str, image
#         ):
#             # Build the character card
#             character_card = build_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str
#             )
#
#             # Validate the character card
#             is_valid, validation_messages = validate_v2_card(character_card)
#             if not is_valid:
#                 # Return validation errors
#                 validation_output = "Character card validation failed:\n"
#                 validation_output += "\n".join(validation_messages)
#                 return gr.update(value=None), validation_output  # Return None for the file output
#
#             # If image is provided, include it as base64
#             if image:
#                 img_byte_arr = io.BytesIO()
#                 image.save(img_byte_arr, format='PNG')
#                 character_card['data']['image'] = base64.b64encode(img_byte_arr.getvalue()).decode('utf-8')
#
#             # Convert to JSON string
#             json_str = json.dumps(character_card, indent=2)
#
#             # Write the JSON to a temporary file
#             with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.json', encoding='utf-8') as temp_file:
#                 temp_file.write(json_str)
#                 temp_file_path = temp_file.name
#
#             # Return the file path and clear validation output
#             return temp_file_path, ""
#
#         def download_character_card_as_image(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str, image
#         ):
#             # Build the character card
#             character_card = build_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str
#             )
#
#             # Validate the character card
#             is_valid, validation_messages = validate_v2_card(character_card)
#             if not is_valid:
#                 # Return validation errors
#                 validation_output = "Character card validation failed:\n"
#                 validation_output += "\n".join(validation_messages)
#                 return gr.update(value=None), validation_output  # Return None for the file output
#
#             # Convert the character card JSON to a string
#             json_str = json.dumps(character_card, indent=2)
#
#             # Encode the JSON string to base64
#             chara_content = base64.b64encode(json_str.encode('utf-8')).decode('utf-8')
#
#             # Create PNGInfo object to hold metadata
#             png_info = PngInfo()
#             png_info.add_text('chara', chara_content)
#
#             # If image is provided, use it; otherwise, create a blank image
#             if image:
#                 img = image.copy()
#             else:
#                 # Create a default blank image
#                 img = Image.new('RGB', (512, 512), color='white')
#
#             # Save the image to a temporary file with metadata
#             with tempfile.NamedTemporaryFile(mode='wb', delete=False, suffix='.png') as temp_file:
#                 img.save(temp_file, format='PNG', pnginfo=png_info)
#                 temp_file_path = temp_file.name
#
#             # Return the file path and clear validation output
#             return temp_file_path, ""
#
#         def build_character_card(
#                 name, description, personality, scenario, first_mes, mes_example,
#                 creator_notes, system_prompt, post_history_instructions,
#                 alternate_greetings_str, tags_str, creator, character_version,
#                 extensions_str
#         ):
#             # Parse alternate_greetings from multiline string
#             alternate_greetings = [line.strip() for line in alternate_greetings_str.strip().split('\n') if line.strip()]
#
#             # Parse tags from comma-separated string
#             tags = [tag.strip() for tag in tags_str.strip().split(',') if tag.strip()]
#
#             # Parse extensions from JSON string
#             try:
#                 extensions = json.loads(extensions_str) if extensions_str.strip() else {}
#             except json.JSONDecodeError as e:
#                 extensions = {}
#                 logging.error(f"Error parsing extensions JSON: {e}")
#
#             # Build the character card dictionary according to V2 spec
#             character_card = {
#                 'spec': 'chara_card_v2',
#                 'spec_version': '2.0',
#                 'data': {
#                     'name': name,
#                     'description': description,
#                     'personality': personality,
#                     'scenario': scenario,
#                     'first_mes': first_mes,
#                     'mes_example': mes_example,
#                     'creator_notes': creator_notes,
#                     'system_prompt': system_prompt,
#                     'post_history_instructions': post_history_instructions,
#                     'alternate_greetings': alternate_greetings,
#                     'tags': tags,
#                     'creator': creator,
#                     'character_version': character_version,
#                     'extensions': extensions,
#                 }
#             }
#             return character_card
#
#         def validate_and_load_character_card(file):
#             if file is None:
#                 return ["No file provided for validation."] + [gr.update() for _ in range(15)]
#
#             try:
#                 if file.name.lower().endswith(('.png', '.webp')):
#                     json_data = extract_json_from_image(file)
#                     if not json_data:
#                         return ["Failed to extract JSON data from the image."] + [gr.update() for _ in range(15)]
#                 elif file.name.lower().endswith('.json'):
#                     with open(file.name, 'r', encoding='utf-8') as f:
#                         json_data = f.read()
#                 else:
#                     return ["Unsupported file type."] + [gr.update() for _ in range(15)]
#
#                 # Parse the JSON content
#                 try:
#                     card_data = json.loads(json_data)
#                 except json.JSONDecodeError as e:
#                     return [f"JSON decoding error: {e}"] + [gr.update() for _ in range(15)]
#
#                 # Validate the character card
#                 is_valid, validation_messages = validate_v2_card(card_data)
#
#                 # Prepare the validation output
#                 if is_valid:
#                     validation_output_msg = "Character card is valid according to the V2 specification."
#                 else:
#                     validation_output_msg = "Character card validation failed:\n" + "\n".join(validation_messages)
#
#                 # Extract data to populate input fields
#                 data = card_data.get('data', {})
#
#                 # Handle image data
#                 if 'image' in data:
#                     # Decode base64 image
#                     image_data = base64.b64decode(data['image'])
#                     image = Image.open(io.BytesIO(image_data))
#                 else:
#                     image = None
#
#                 # Prepare values for input fields
#                 alternate_greetings_str = "\n".join(data.get('alternate_greetings', []))
#                 tags_str = ", ".join(data.get('tags', []))
#                 extensions_str = json.dumps(data.get('extensions', {}), indent=2) if data.get('extensions', {}) else ""
#
#                 outputs = [
#                     validation_output_msg,
#                     data.get('name', ''),
#                     data.get('description', ''),
#                     data.get('personality', ''),
#                     data.get('scenario', ''),
#                     data.get('first_mes', ''),
#                     data.get('mes_example', ''),
#                     data.get('creator_notes', ''),
#                     data.get('system_prompt', ''),
#                     data.get('post_history_instructions', ''),
#                     alternate_greetings_str,
#                     tags_str,
#                     data.get('creator', ''),
#                     data.get('character_version', ''),
#                     extensions_str,
#                     image
#                 ]
#
#                 return outputs
#
#             except Exception as e:
#                 logging.error(f"Error validating character card: {e}")
#                 return [f"An unexpected error occurred: {e}"] + [gr.update() for _ in range(15)]
#
#         # Button Callback for validation
#         validate_button.click(
#             fn=validate_and_load_character_card,
#             inputs=[file_upload],
#             outputs=[
#                 validation_output,
#                 name_input, description_input, personality_input, scenario_input,
#                 first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
#                 post_history_instructions_input, alternate_greetings_input, tags_input,
#                 creator_input, character_version_input, extensions_input, image_input
#             ]
#         )
#
#         # Button Callbacks for save, download, etc.
#         save_button.click(
#             fn=save_character_card,
#             inputs=[
#                 name_input, description_input, personality_input, scenario_input,
#                 first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
#                 post_history_instructions_input, alternate_greetings_input, tags_input,
#                 creator_input, character_version_input, extensions_input, image_input
#             ],
#             outputs=[save_status]
#         )
#
#         download_button.click(
#             fn=download_character_card,
#             inputs=[
#                 name_input, description_input, personality_input, scenario_input,
#                 first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
#                 post_history_instructions_input, alternate_greetings_input, tags_input,
#                 creator_input, character_version_input, extensions_input, image_input
#             ],
#             outputs=[download_output, save_status]
#         )
#
#         download_image_button.click(
#             fn=download_character_card_as_image,
#             inputs=[
#                 name_input, description_input, personality_input, scenario_input,
#                 first_mes_input, mes_example_input, creator_notes_input, system_prompt_input,
#                 post_history_instructions_input, alternate_greetings_input, tags_input,
#                 creator_input, character_version_input, extensions_input, image_input
#             ],
#             outputs=[download_image_output, save_status]
#         )


#
# End of Character_Chat_tab.py
#######################################################################################################################