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import gradio as gr
import os
from groq import Groq

api_key = os.getenv("GROQ_API_KEY")
client = Groq(api_key=api_key)

def chat_with_bot_stream(user_input, conversation_history):
    if conversation_history is None:
        conversation_history = []

    conversation_history.append({"role": "user", "content": user_input})

    # Provide an engaging system message and introduce the chatbot with example questions
    if len(conversation_history) == 1:
        conversation_history.insert(0, {
            "role": "system",
            "content": (
                "You are a music and genre recommendation bot designed to help users discover new music "
                "based on their preferences, mood, or activity.\n\n"
                "Your responses should be engaging, personalized, and insightful. You can recommend:\n\n"
                "- Specific songs, albums, or artists\n"
                "- Genres based on mood, activity, or past preferences\n"
                "- Hidden gems and deep cuts for music enthusiasts\n"
                "- Trending or classic hits based on user taste\n\n"
                "Be conversational, suggest multiple options when possible, and encourage users to explore new sounds. "
                "If requested, provide brief descriptions of artists or genres, and explain why a recommendation might suit the user.\n\n"
                "If asked about visibility on the website, such as font sizing and themes (dark or light mode ONLY), "
                "direct them to the settings tab at the top of the chatbot.\n\n"
                "If asked about the languages you speak, you can say that you speak English, Spanish, and French ONLY. "
                "Direct the user to the settings tab to change the language.\n\n"
                "Limit your responses to music-related inquiries only. Limit your responses to 15 lines or less.\n\n"
                "If you do not recognize an artist/genre/album/song name, try to clarify further, and if you still don't recognize it let the user know that you're not familiar with said artist/genre/album/song.\n\n"
                "Encourage users to continue the conversation. If you suggest music, offer to refine your recommendations further, "
                "such as recommending more similar artists, making a mini playlist, or adjusting based on user feedback.\n\n"
                "If you're unable to provide a recommendation, let the user know and suggest they try rephrasing their question.\n\n"
                "Remember to always be polite, engaging, and helpful. Make sure to keep the conversation flowing and the user engaged."
                "Make sure to match the user's tone and energy, and always be respectful and professional."
                "If a user sends lots of prompts back-to-back, politely ask them to slow down and clarify what they would like"
            )
        })

    completion = client.chat.completions.create(
        model="llama-3.3-70b-versatile",
        messages=conversation_history,
        temperature=0.95,
        max_tokens=1024,
        top_p=0.9,
        stream=True,
    )

    response_content = ""
    for chunk in completion:
        response_content += chunk.choices[0].delta.content or ""

    conversation_history.append({"role": "assistant", "content": response_content})

    return [
        (msg["content"] if msg["role"] == "user" else None,
         msg["content"] if msg["role"] == "assistant" else None)
        for msg in conversation_history
    ], conversation_history


# word translation
translations = {
    "English": {
         "header_description": "Your own personal music discovery assistant!",
         "user_input_placeholder": "Enter your music-related questions here!",
         "send_button": "↗️ Send",
         "clear_button": "🗑️ Clear",
         "settings_tab_item": "⚙️ Settings",
         "settings_markdown": "### Settings",
         "apply_settings_button": "Apply Settings",
         "select_language_label": "🌐 Language",
         "theme_label": "🌗 Theme",
         "theme_choices": ["Dark", "Light"],
         "font_size_label": "🗛 Font Size",
         "font_size_choices": ["Small", "Medium", "Large"],
         "language_choices": ["English", "Español", "Français"],
         "inspiration_heading": "Need inspiration? Try asking about one of these topics:",
         "example_questions": [
             "🎵 What's some good background music for studying?",
             "🔥 Which indie artists are blowing up right now?",
             "🎷 Can you recommend iconic jazz albums?",
             "🎶 I need a workout playlist—any suggestions?",
             "💿 What classic rock albums should I listen to?",
             "🎧 Who’s an underrated artist I should check out?"
         ]
    },
    "Spanish": {
         "header_description": "¡Tu asistente personal para descubrir música!",
         "user_input_placeholder": "¡Introduce tus preguntas relacionadas con la música!",
         "send_button": "↗️ Enviar",
         "clear_button": "🗑️ Limpiar",
         "settings_tab_item": "⚙️ Configuración",
         "settings_markdown": "### Configuración",
         "apply_settings_button": "Aplicar Configuración",
         "select_language_label": "🌐 Idioma",
         "theme_label": "🌗 Tema",
         "theme_choices": ["Oscuro", "Claro"],
         "font_size_label": "🗛 Tamaño de Fuente",
         "font_size_choices": ["Pequeño", "Mediano", "Grande"],
         "language_choices": ["English", "Español", "Français"],
         "inspiration_heading": "¿Necesitas inspiración? Prueba preguntar sobre uno de estos temas:",
         "example_questions": [
             "🎵 ¿Qué buena música ambiental recomiendas para estudiar?",
             "🔥 ¿Qué artistas indie están en auge ahora mismo?",
             "🎷 ¿Puedes recomendar álbumes icónicos de jazz?",
             "🎶 Necesito una lista de reproducción para entrenar, ¿alguna sugerencia?",
             "💿 ¿Qué álbumes de rock clásico debería escuchar?",
             "🎧 ¿Qué artista poco reconocido debería escuchar?"
         ]
    },
    "French": {
         "header_description": "Votre assistant personnel pour découvrir de la musique !",
         "user_input_placeholder": "Entrez vos questions sur la musique ici !",
         "send_button": "↗️ Envoyer",
         "clear_button": "🗑️ Effacer",
         "settings_tab_item": "⚙️ Paramètres",
         "settings_markdown": "### Paramètres",
         "apply_settings_button": "Appliquer les paramètres",
         "select_language_label": "🌐 Langue",
         "theme_label": "🌗 Thème",
         "theme_choices": ["Sombre", "Clair"],
         "font_size_label": "🗛 Taille de police",
         "font_size_choices": ["Petit", "Moyen", "Grand"],
         "language_choices": ["English", "Español", "Français"],
         "inspiration_heading": "Besoin d'inspiration ? Essayez de poser l'une de ces questions :",
         "example_questions": [
             "🎵 Quelle bonne musique d'ambiance pour étudier ?",
             "🔥 Quels artistes indie font sensation en ce moment ?",
             "🎷 Peux-tu recommander des albums de jazz emblématiques ?",
             "🎶 J'ai besoin d'une playlist pour m'entraîner, des suggestions ?",
             "💿 Quels albums de rock classique devrais-je écouter ?",
             "🎧 Quel artiste sous-estimé devrais-je découvrir ?"
         ]
    }
}

# translations for theme
english_to_spanish_theme = {"Dark": "Oscuro", "Light": "Claro"}
spanish_to_english_theme = {"Oscuro": "Dark", "Claro": "Light"}
english_to_french_theme = {"Dark": "Sombre", "Light": "Clair"}
french_to_english_theme = {"Sombre": "Dark", "Clair": "Light"}

english_to_spanish_font = {"Small": "Pequeño", "Medium": "Mediano", "Large": "Grande"}
spanish_to_english_font = {"Pequeño": "Small", "Mediano": "Medium", "Grande": "Large"}
english_to_french_font = {"Small": "Petit", "Medium": "Moyen", "Large": "Grand"}
french_to_english_font = {"Petit": "Small", "Moyen": "Medium", "Grand": "Large"}

# I wanted to include the c in Fraincais and the spanish e and n in Spanish
def normalize_language(lang):
    if lang in ["English", "Inglés", "Anglais"]:
         return "English"
    elif lang in ["Spanish", "Español", "Espagnol"]:
         return "Spanish"
    elif lang in ["French", "Français"]:
         return "French"
    else:
         return "English"

def update_all_settings(theme, font_size, language):
    target_lang = normalize_language(language)
    t = translations[target_lang]
    
    if target_lang == "Spanish":
        theme_for_ui = english_to_spanish_theme.get(theme, theme) if theme in english_to_spanish_theme else theme if theme in spanish_to_english_theme else "Oscuro"
    elif target_lang == "French":
        theme_for_ui = english_to_french_theme.get(theme, theme) if theme in english_to_french_theme else theme if theme in french_to_english_theme else "Sombre"
    else:  # target is English
        theme_for_ui = spanish_to_english_theme.get(theme, theme) if theme in spanish_to_english_theme else theme if theme in english_to_spanish_theme else "Dark"
    
    if target_lang == "Spanish":
        font_for_ui = english_to_spanish_font.get(font_size, font_size) if font_size in english_to_spanish_font else font_size if font_size in spanish_to_english_font else "Mediano"
    elif target_lang == "French":
        font_for_ui = english_to_french_font.get(font_size, font_size) if font_size in english_to_french_font else font_size if font_size in french_to_english_font else "Moyen"
    else:
        font_for_ui = spanish_to_english_font.get(font_size, font_size) if font_size in spanish_to_english_font else font_size if font_size in english_to_spanish_font else "Medium"
    
    if theme in ["Dark", "Light"]:
        theme_for_style = theme
    elif theme in spanish_to_english_theme:
        theme_for_style = spanish_to_english_theme.get(theme, "Dark")
    elif theme in french_to_english_theme:
        theme_for_style = french_to_english_theme.get(theme, "Dark")
    else:
        theme_for_style = "Dark"
    
    if font_size in ["Small", "Medium", "Large"]:
        font_for_style = font_size
    elif font_size in spanish_to_english_font:
        font_for_style = spanish_to_english_font.get(font_size, "Medium")
    elif font_size in french_to_english_font:
        font_for_style = french_to_english_font.get(font_size, "Medium")
    else:
        font_for_style = "Medium"
    
    dynamic_style = update_styles(theme_for_style, font_for_style)
    
    # Languages
    if target_lang == "English":
        language_value = "English"
    elif target_lang == "Spanish":
        language_value = "Español"
    elif target_lang == "French":
        language_value = "Français"
        
    header_html = f'<p id="header_description">{t["header_description"]}</p>'
    clear_button_text = t["clear_button"]
    inspiration_html = f'<h3 style="text-align: center;">{t["inspiration_heading"]}</h3>'
    
    return (
        dynamic_style,
        gr.update(value=header_html),
        gr.update(placeholder=t["user_input_placeholder"]),
        gr.update(value=t["send_button"]),
        gr.update(value=t["settings_markdown"]),
        gr.update(value=t["apply_settings_button"]),
        gr.update(label=t["theme_label"], choices=t["theme_choices"], value=theme_for_ui),
        gr.update(label=t["font_size_label"], choices=t["font_size_choices"], value=font_for_ui),
        gr.update(label=t["select_language_label"], choices=t["language_choices"], value=language_value),
        gr.update(value=clear_button_text),
        gr.update(value=inspiration_html),
        gr.update(choices=t["example_questions"])
    )


def update_styles(theme, font_size):
    if theme == "Dark":
        bg = "#18181B" 
        text_color = "#EAEAEA"
        button_bg = "#56246B"
        radio_bg = "#444444"
        border_color = "#444444"
        placeholder_color = "#e8e8e8"
        button_text_color = "#ffffff"
        chatbot_bg = "#212125"
        settings_box_bg = chatbot_bg
        chatbot_text_color = "#ffffff"
        purple="#56246B"
        light_purple="#795699"
        settings_heading_color = text_color
        user_msg_bg_color="#333333"
        bot_msg_bg_color="#1F1F1F"
        msg_text_color="#FFFFFF"
    else:
        bg = "#F2F2F2"
        text_color = "#1C1C1C"
        button_bg = "#56246B"
        radio_bg = "#CCCCCC"
        border_color = "#B0B0B0"
        placeholder_color = "#EAEAEA"
        button_text_color = "#ffffff"
        chatbot_bg = "#fcfcfc" 
        settings_box_bg = chatbot_bg
        chatbot_text_color = "#000000"
        purple="#56246B"
        light_purple="#795699"
        settings_heading_color = "#333333"
        user_msg_bg_color="#e0e0e0"
        bot_msg_bg_color="#cccccc"
        msg_text_color="#000000"
    
    if font_size == "Small":
        fsize = "0.8rem"
        tab_padding = "4px 8px"
    elif font_size == "Medium":
        fsize = "1.2rem"
        tab_padding = "6px 12px"
    elif font_size == "Large":
        fsize = "1.8rem"
        tab_padding = "8px 16px"
    else:
        fsize = "1rem"
        tab_padding = "5px 10px"
    
    style = f"""
    <style id="dynamic_styles">
    @import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;600&display=swap');

    body, .gradio-container {{
        background-color: {bg} !important;
        color: {text_color} !important;
        font-size: {fsize} !important;
        font-family: 'Inter', sans-serif;
        margin: 0;
        padding: 0;
    }}
    
    #header_section {{
        width: 400px;
        height: 100px;
        background: url("https://huggingface.co/spaces/MusifyLTD/Musify/resolve/main/logo.png")
                    no-repeat center center;
        background-size: contain;
        margin: 0px auto;
        margin-bottom: -10px;
    }}
    
    #header_description {{
        text-align: center;
        color: {text_color} !important;
        font-size: {fsize} !important;
        margin-top: -10px;
        margin-bottom: 10px;
    }}

    #chatbot {{
        background-color: {chatbot_bg} !important;
        color: {chatbot_text_color} !important;
        font-size: {fsize} !important;
        border: {border_color} solid 0.5px;
    }}

    fieldset {{
        background-color: {settings_box_bg} !important;
        color: {text_color} !important;
        border: none;
        margin: 0;
    }}

    div[role="log"] {{
        border: none;
        background-color: {chatbot_bg} !important;
        color: {chatbot_text_color} !important;
        font-size: {fsize} !important;
    }}

    #user_input {{
        background-color: {purple} !important;
        border: none;
        height: 65px;
    }}

    #user_input textarea {{
        background-color: {light_purple} !important;
        color: {button_text_color} !important;
        font-size: {fsize} !important;
        border: 0.5px solid {light_purple} !important;
        padding: 10px;
    }}

    #user_input textarea::placeholder {{
        background-color: {light_purple} !important;
        color: {placeholder_color} !important;
        font-size: {fsize} !important;
        opacity: 0.73;
    }}

    #send_button {{
        background-color: {button_bg} !important;
        color: {button_text_color} !important;
        font-size: {fsize} !important;
        border: none;
        border-radius: 6px;
        margin-left: 1px;
        font-family: 'Inter', sans-serif;
        height: 65px;
        display: flex;
        align-items: center;
        justify-content: center;
        padding: 0 10px;
        transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out;
    }}

    #send_button:hover {{
        background-color: {light_purple} !important;
    }}

    #apply_button {{
        background-color: {button_bg} !important;
        color: {button_text_color} !important;
        font-size: {fsize} !important;
        border: none;
        border-radius: 6px;
        width: 13%;
        align-self: center;
        font-family: 'Inter', sans-serif;
        transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out;
    }}
    
    #apply_button:hover {{
        background-color: {light_purple} !important;
    }}

    #settings_box {{
        background-color: {settings_box_bg} !important;
        color: {text_color} !important;
        font-size: {fsize} !important;
        border: {border_color} solid 0.5px;
        border-radius: 6px;
        padding: 10px;
        margin: 10px;
    }}

    h3 {{
        color: {text_color} !important;
        font-weight: 600;
        text-align: center;
        display: flex;
        justify-content: center;
        align-items: center;
        height: 100%;
        font-size: {fsize} !important;
    }}

    .form.svelte-633qhp {{
        border: {border_color} solid 0.5px;
        border-radius: 6px;
    }}

    label[data-testid] {{
        background-color: {bg} !important;
        color: {text_color} !important;
    }}

    [data-testid="block-info"] {{
        color: {text_color} !important;
    }}

    div[role="tablist"] {{
        border: 1px;
        border-radius: 8px;
        padding: {tab_padding} !important;
        height: auto !important;
        min-height: 0 !important;
    }}

    div[role="tab"] {{
        font-size: {fsize} !important;
        padding: {tab_padding} !important;
        color: {text_color} !important;
    }}

    button[role="tab"][aria-selected="true"]::after {{
        background-color:{light_purple} !important;
    }}

    button[role="tab"][aria-selected="true"] {{
        color: {text_color} !important;
    }}

    button[role="tab"][aria-selected="false"] {{
        background-color:transparent !important;
        color: #616161 !important;
    }}

    input[type="radio"] {{
        background-color: #795699 !important;
    }}

    input[type="radio"]:checked {{
        background-color: #56246B !important;
        border-color: #795699 !important;
    }}

    .user.svelte-pcjl1g.message {{
        background-color: {user_msg_bg_color} !important;
        color: {msg_text_color} !important;
    }}

    .bot.svelte-pcjl1g.message {{
        background-color: {bot_msg_bg_color} !important;
        color: {msg_text_color} !important;
    }}

    .md.svelte-7ddecg.chatbot.prose > p {{
        color: {msg_text_color} !important;
        font-size: {fsize} !important;
    }}

    #example_questions {{
        display: flex;
        justify-content: center;
        align-items: center;
        flex-wrap: wrap;
        gap: 10px;
        text-align: center;
    }}

    #example_questions .wrap.svelte-1kzox3m {{
        display: contents;
    }}

    </style>
    """
    return style

def load_chat_history(chat_history):
    if chat_history is None:
        return []
    return [
        (
            msg["content"] if msg["role"] == "user" else None,
            msg["content"] if msg["role"] == "assistant" else None
        )
        for msg in chat_history
    ]

# Gradio stuff
with gr.Blocks(css=None) as demo:
    dynamic_styles = gr.HTML(value=update_styles("Dark", "Medium"))

    with gr.Tabs():
        with gr.TabItem("💬 Chatbot"):
            gr.HTML('<div id="header_section"></div>')
            header_desc = gr.HTML('<p id="header_description">' + translations["English"]["header_description"] + '</p>')
            chatbot = gr.Chatbot(label="", height=500, show_label=False, elem_id="chatbot", show_copy_button=False, show_copy_all_button=False, show_share_button=False)
            
            with gr.Row():
                user_input = gr.Textbox(
                    show_label=False,
                    lines=1,
                    placeholder=translations["English"]["user_input_placeholder"],
                    interactive=True,
                    elem_id="user_input",
                    scale=13
                )
                send_button = gr.Button(
                    value=translations["English"]["send_button"],
                    elem_id="send_button",
                    scale=2
                )
                clear_button = gr.Button(
                    value=translations["English"]["clear_button"],
                    elem_id="send_button",
                    scale=2
                )

            conversation_state = gr.BrowserState([])
            demo.load(load_chat_history, inputs=[conversation_state], outputs=[chatbot])
            
            gr.HTML("<br>")
            # Create a new HTML element for the inspiration heading using translations
            inspiration_heading = gr.HTML('<h3 style="text-align: center;">' + translations["English"]["inspiration_heading"] + '</h3>')
            
            example_questions = gr.Radio(
                choices=translations["English"]["example_questions"],
                label="",
                interactive=True,
                elem_id="example_questions"
            )

            example_questions.change(
                fn=lambda x: chat_with_bot_stream(x, conversation_state.value[:1]), 
                inputs=example_questions,
                outputs=[chatbot, conversation_state] 
            )

            user_input.submit(
                fn=chat_with_bot_stream,
                inputs=[user_input, conversation_state],
                outputs=[chatbot, conversation_state]
            ).then(
                fn=lambda: "",
                inputs=None,
                outputs=user_input
            )

            send_button.click(
                fn=chat_with_bot_stream,
                inputs=[user_input, conversation_state],
                outputs=[chatbot, conversation_state]
            ).then(
                fn=lambda: "",
                inputs=None,
                outputs=user_input
            )

            clear_button.click(
                fn=lambda: ([], []),
                inputs=None,
                outputs=[chatbot, conversation_state]
            )

        # SETTINGS PAGE
        with gr.TabItem(translations["English"]["settings_tab_item"]):
            with gr.Column(elem_id="settings_box"):
                settings_md = gr.Markdown(translations["English"]["settings_markdown"])
                theme_radio = gr.Radio(
                    choices=translations["English"]["theme_choices"],
                    value="Dark",
                    label=translations["English"]["theme_label"],
                )
                font_radio = gr.Radio(
                    choices=translations["English"]["font_size_choices"],
                    value="Medium",
                    label=translations["English"]["font_size_label"],
                )
                language_radio = gr.Radio(
                    choices=translations["English"]["language_choices"],
                    value="English",
                    label=translations["English"]["select_language_label"],
                )
                apply_button = gr.Button(
                    translations["English"]["apply_settings_button"],
                    elem_id="apply_button",
                )
                apply_button.click(
                    fn=update_all_settings, 
                    inputs=[theme_radio, font_radio, language_radio], 
                    outputs=[
                        dynamic_styles, 
                        header_desc, 
                        user_input, 
                        send_button, 
                        settings_md, 
                        apply_button,
                        theme_radio,
                        font_radio,
                        language_radio,
                        clear_button,
                        inspiration_heading,
                        example_questions
                    ]
                )

demo.launch()