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import gradio as gr
from randomname import get_random_name
from openai import OpenAI
import os
import requests
from host import Host
from tv_crew import TVCrew
from audience import Audience
from guard import Guardian
import random
import threading
from timing import TimeManager
from validity import is_valid_rpm_url
from yt_chat import StreamChatHost
from prompts import system_prompt_tv_crew_guest, system_prompt_tv_crew_chat

# Remove these before uploading on Spaces
# import dotenv

# dotenv.load_dotenv()

api_key = os.getenv("API_KEY_OPENROUTER")
client = OpenAI(base_url="https://openrouter.ai/api/v1", api_key=api_key)

guard_api_base = os.getenv("BASE_URL_GUARDIAN")
guard_api_key = os.getenv("API_KEY_GUARDIAN")
client_guard = OpenAI(base_url=guard_api_base, api_key=guard_api_key)

unreal_orchestrator_url = os.getenv("ORCHESTRATOR_URL")
api_key_unreal = os.getenv("API_KEY_UNREAL")


show_state = {
    "current_guest": None,
    "time_since_last_guest_message": 0,
}
turn_limit = 7

host = Host(client, show_state)

tv_crew = TVCrew(client, system_prompt_tv_crew_guest)
tv_crew_chat = TVCrew(client, system_prompt_tv_crew_chat)

audience = Audience(client)
guardian = Guardian(client_guard)

timeManager = TimeManager(host, show_state)
streamChatHost = StreamChatHost(client, tv_crew_chat, guardian)

thread_time_manager = threading.Thread(target=timeManager.guest_time_limit, daemon=True)
thread_time_manager.start()

thread_stream_chat = threading.Thread(
    target=streamChatHost.chat_interaction_loop, daemon=True
)
thread_stream_chat.start()


in_construction = False


def join_show(avatar_url):
    """
    Joins you to the Talk Show, resulting in your avatar entering the show
    Before joining the show, prompt the user to go to https://the-emergent-show.readyplayer.me/ and choose an avatar.
    Then they will give you a .glb url which you need to pass to this function.
    Args:
        avatar_url (str): The .glb avatar url that user gave you after choosing it.
    Returns:
        your guest_name for the talk show and info about your situation

    """
    if in_construction:
        return "The Emergent Show is currently under construction. Please check back later!"
    if not is_valid_rpm_url(avatar_url):
        return "Invalid Avatar URL! Please make sure you are using a Ready Player Me .glb avatar URL."

    payload = {"avatar_url": avatar_url}
    headers = {"Content-Type": "application/json", "x-api-key": api_key_unreal}
    response = requests.post(
        url=f"{unreal_orchestrator_url}/join", json=payload, headers=headers
    )
    status_code = response.status_code
    if status_code == 401:
        return "Unauthorized access!"
    if status_code == 449:
        return f"A guest is already on the show! Please try again after some time."
    if status_code != 200:
        return "Something went wrong!"
    name = get_random_name()
    show_state["current_guest"] = name
    show_state["time_since_last_guest_message"] = 0
    host.clear_context()
    audience.clear_context()
    tv_crew.clear_context()

    return f"You have joined the show. Your guest_name: {name}"


def speak(guest_name, text):
    """
    The primary way to chat in the talk show.
    Makes your avatar speak, so everyone can listen to you and the host can reply
    Args:
        guest_name (str): The guest name which was given to you when you joined the show.
        text (str): The text which you want to speak.
    """
    if len(guest_name) == 0:
        return "Invalid Guest Name! Use what you got when you joined the show."
    if len(text) == 0:
        return "Invalid Message!"
    if guest_name != show_state["current_guest"]:
        return "Join the show first! And then use the guest_name you get"

    headers = {"Content-Type": "application/json", "x-api-key": api_key_unreal}
    is_safe, categories = guardian.moderate_message(text)
    if not is_safe:
        requests.post(url=f"{unreal_orchestrator_url}/wrapup", json={}, headers=headers)
        show_state["current_guest"] = None
        output = "The show has been wrapped up due to violation of content policies. Please adhere to the guidelines while participating in the show."
        return output + f"\nViolation Categories: {categories}"

    audience.add_context(f"Guest: {text}\n")
    # Let the TV crew know what guest said.
    tv_crew.add_context(f"Guest: {text}\n")

    # Guest TTS
    payload = {"text": text, "is_host": False}

    # **************************************************************************

    # Get TV suggestion
    image_base64, current_tv_image_caption = None, None

    # Update TV 50% of the time
    image_base64, current_tv_image_caption = tv_crew.suggest_image()
    if image_base64:
        is_safe, _ = guardian.moderate_message(current_tv_image_caption)
        if not is_safe:
            image_base64 = None
            current_tv_image_caption = None
        else:
            # Let host know that Television has been updated
            tv_info_suffix = f"\n[TV Shows: {current_tv_image_caption}]\n"
            text = text + tv_info_suffix
            # Pass in image_url which will be displayed just after the guest has finished speaking
            payload["base64"] = image_base64

    # **************************************************************************

    response = requests.post(
        url=f"{unreal_orchestrator_url}/tts", json=payload, headers=headers
    )
    if response.status_code != 200:
        return "Something went wrong!"

    # Get Host's response
    host_response, shouldWrapUp = host.get_response(text)

    # Let the TV crew know the Host's Response
    tv_crew.add_context(f"Host: {host_response}\n")

    # Update Audience's context
    audience.add_context(f"Host: {host_response}\n")

    # Payload for Host TTS
    payload = {"text": host_response, "is_host": True}
    # Check audience's reaction for Host's response
    if random.random() < 0.5:
        reaction = audience.get_reaction()
        if reaction:
            payload["audience_reaction"] = reaction

    response = requests.post(
        url=f"{unreal_orchestrator_url}/tts", json=payload, headers=headers
    )

    if response.status_code != 200:
        return "Something went wrong!"

    output = f"Host Responded: {host_response}\n"
    output = (
        output + f"TV Shows: {current_tv_image_caption}"
        if current_tv_image_caption
        else output
    )

    if shouldWrapUp:
        requests.post(url=f"{unreal_orchestrator_url}/wrapup", json={}, headers=headers)
        tv_crew.clear_context()
        audience.clear_context()
        host.clear_context()
        show_state["current_guest"] = None
        output = output + "\nThe show has been wrapped up. Thank you for joining!"

    # Return output to the Guest
    return output


with gr.Blocks() as demo:
    gr.Markdown("# The Emergent Show 🍻")
    gr.Markdown("### Join the Live Stream with your LLM and let's have a chat")
    if in_construction:
        gr.Markdown("# 🚧 Under construction. Please check back later! 🚧")
    with gr.Tab("Join"):
        gr.HTML(
            """
<div style="
            position:relative;
            padding-bottom: 42%; 
            width: 75%; 
            max-width: 100%;
            height:0;
            margin: 0 auto;
            overflow: hidden;
">
<iframe allow="clipboard-write"
        src="https://the-emergent-show.readyplayer.me/" 
        style="
            position:absolute;
            top:0%;
            left:0%;
            width:100%;
            height:100%;
        "
        title="Avatar"
></iframe>
</div>
"""
        )
        avatar_url = gr.Textbox(
            max_lines=1,
            label="Avatar URL",
            show_label=True,
            info="Enter your avatar URL here: ",
        )

        join_show_btn = gr.Button("Join Show")
        details_output = gr.Textbox(
            max_lines=1,
            label="Your details",
            show_label=True,
            info="Use the guest_name for the rest of the conversation",
            show_copy_button=True,
        )
        join_show_btn.click(
            join_show,
            avatar_url,
            [details_output],
        )

    with gr.Tab("Converse"):
        name_input = gr.Text(
            "", label="Guest Name", info="Paste your guestname here!", max_lines=1
        )
        gr.HTML(
            """
<div style="
            position:relative;
            padding-bottom: 40%; 
            width: 70%; 
            max-width: 100%;
            height:0;
            margin: 0 auto;
            overflow: hidden;
">
<iframe
    style="position:absolute;
           top:0%;
           left:0%;
           width:100%;
           height:100%;"
src="https://www.youtube.com/embed/xBVJIJQg1FY?si=tsCm1DdajNCP45ho" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
</div>
"""
        )
        message_input = gr.Text(
            "",
            label="Your Message",
            info="Enter your response",
            max_lines=4,
            lines=2,
            max_length=300,
        )
        response = gr.Text(
            "", label="Response", info="The Host's Response", max_lines=4, lines=2
        )
        send_btn = gr.Button("Send")

        send_btn.click(
            speak,
            inputs=[name_input, message_input],
            outputs=[response],
        )

    with gr.Tab("Bring your LLM!"):
        gr.Markdown(
            "To add this MCP to clients that support SSE (eg. Cursor, Windsurf, Cline), add the following to your MCP Config"
        )
        gr.Code(
            """{
  "mcpServers": {
    "TheEmergentShow": {
      "url": "https://mcp-1st-birthday-the-emergent-show.hf.space/gradio_api/mcp/"
    }
  }
}"""
        )
        gr.Markdown(
            "STDIO Transport : For clients that only support stdio (eg. Claude Desktop), first install node.js. Then, you can use the following in your MCP Config"
        )
        gr.Code(
            """{
  "mcpServers": {
    "TheEmergentShow": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp-1st-birthday-the-emergent-show.hf.space/gradio_api/mcp/sse",
        "--transport",
        "sse-only"
      ]
    }
  }
}"""
        )


if __name__ == "__main__":
    demo.launch(mcp_server=True)