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251 lines
12 KiB
251 lines
12 KiB
import asyncio
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import os, sys
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import time
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import importlib
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import re
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import logging
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from functools import partial
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from .memory.chatlog import ChatLog
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from .utilities.messages import Message
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from .ai.langchain import AI
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logger = logging.getLogger(__name__)
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class ChatBot(object):
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"""Main chatbot"""
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def __init__(self, name, connection):
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self.name = name
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self.connection = connection
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#self.say_cb = None
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self.chatlog = ChatLog(self.name)
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self.rooms = {}
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self.queue = asyncio.Queue(maxsize=0)
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self.background_tasks = set()
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task = asyncio.create_task(self.worker(f'worker-{self.name}', self.queue))
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self.background_tasks.add(task)
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task.add_done_callback(self.background_tasks.discard)
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#print(f"Hello, I'm {name}")
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def init_character(self, persona, scenario, greeting, example_dialogue=[], nsfw=False, temperature=0.72):
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self.persona = persona
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self.scenario = scenario
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self.greeting = greeting
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self.example_dialogue = example_dialogue
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# .replace("\\n", "\n") ??????
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self.nsfw = nsfw
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self.temperature = temperature
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def persist(self, data_dir):
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self.chatlog_path = f"{data_dir}/chatlogs"
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self.images_path = f"{data_dir}/images"
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self.memory_path = f"{data_dir}/memory"
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os.makedirs(self.chatlog_path, exist_ok=True)
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os.makedirs(self.images_path, exist_ok=True)
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os.makedirs(self.memory_path, exist_ok=True)
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self.chatlog.enable_logging(self.chatlog_path)
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async def connect(self):
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await self.connection.login()
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self.connection.callbacks.add_message_callback(self.message_cb, self.redaction_cb)
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await self.schedule(self.queue, print, f"Hello, I'm {self.name}")
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async def disconnect(self):
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# Wait until the queue is fully processed.
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await self.queue.join()
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# Cancel our worker tasks.
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for task in self.background_tasks:
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task.cancel()
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# Wait until all worker tasks are cancelled.
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await asyncio.gather(*self.background_tasks, return_exceptions=True)
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await self.connection.logout()
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async def load_ai(self, available_text_endpoints, available_image_endpoints):
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# module_text_ai = importlib.import_module("bot.ai.langchain", package=None)
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# self.text_ai = module_text_ai.AI(self)
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from .wrappers.langchain_koboldcpp import KoboldCpp
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from .wrappers.runpod_text import RunpodTextWrapper
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text_generators = {}
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for text_endpoint in sorted(available_text_endpoints, key=lambda d: d['id']):
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if text_endpoint['service'] == "koboldcpp":
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text_generator = KoboldCpp(temperature=self.temperature, endpoint_url=text_endpoint['endpoint'], stop=['<|endoftext|>'])
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elif text_endpoint['service'] == "stablehorde":
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pass
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elif text_endpoint['service'] == "runpod":
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text_generator = RunpodTextWrapper(text_endpoint['api_key'], endpoint=text_endpoint['endpoint'])
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pass
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else:
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raise ValueError(f"no text service with the name \"{service_text}\"")
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i = text_endpoint['id']
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text_generators[i] = text_generator
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from .wrappers.runpod_image import RunpodImageWrapper
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from .wrappers.runpod_image_automatic1111 import RunpodImageAutomaticWrapper
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image_generators = {}
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for image_endpoint in sorted(available_image_endpoints, key=lambda d: d['id']):
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if image_endpoint['service'] == "runpod":
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image_generator = RunpodImageWrapper(image_endpoint['api_key'])
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elif image_endpoint['service'] == "runpod-automatic1111":
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image_generator = RunpodImageAutomaticWrapper(image_endpoint['api_key'])
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elif image_endpoint['service'] == "stablehorde":
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#image_generator = StableHordeImageWrapper(image_endpoint['api_key'])
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pass
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else:
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raise ValueError(f"no image service with the name \"{service_image}\"")
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i = image_endpoint['id']
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def make_fn_generate_image_for_endpoint(wrapper, endpoint):
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async def generate_image(input_prompt, negative_prompt, typing_fn, timeout=180):
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return await wrapper.generate(input_prompt, negative_prompt, endpoint, typing_fn, timeout)
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return generate_image
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#self.image_generators.append(generate_image)
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image_generators[i] = make_fn_generate_image_for_endpoint(image_generator, image_endpoint['endpoint'])
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self.ai = AI(self, text_generators, image_generators)
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async def message_cb(self, room, event) -> None:
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message = Message.from_matrix(room, event)
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reply_fn = partial(self.connection.send_message, room.room_id)
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typing_fn = lambda : self.connection.room_typing(room.room_id, True, 15000)
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if not room.room_id in self.rooms:
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self.rooms[room.room_id] = {}
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# ToDo: set ticks 0 / start
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if not self.connection.synced:
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self.chatlog.save(message, False)
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return
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if message.is_from(self.connection.user_id):
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"""Skip messages from ouselves"""
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self.chatlog.save(message)
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return
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if event.decrypted:
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encrypted_symbol = "🛡 "
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else:
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encrypted_symbol = "⚠️ "
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print(
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f"{room.display_name} |{encrypted_symbol}| {room.user_name(event.sender)}: {event.body}"
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)
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print(repr(room))
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print(repr(event))
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if room.is_named:
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print(f"room.display_name: {room.display_name}")
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if room.is_group:
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print(f"room.group_name(): {room.group_name()}")
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print(f"room.joined_count: {room.joined_count}")
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print(f"room.member_count: {room.member_count}")
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print(f"room.encrypted: {room.encrypted}")
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print(f"room.users: {room.users}")
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print(f"room.room_id: {room.room_id}")
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if self.name.casefold() == message.user_name.casefold():
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"""Bot and user have the same name"""
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message.user_name += "2" # or simply "You"
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message.user_name = message.user_name.title()
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if hasattr(self, "owner"):
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if not message.is_from(self.owner):
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self.chatlog.save(message)
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return
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if "disabled" in self.rooms[message.room_id] and self.rooms[message.room_id]["disabled"] == True and not message.message.startswith('!start'):
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return
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await self.connection.room_read_markers(room.room_id, event.event_id, event.event_id)
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if message.is_command():
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await self.schedule(self.queue, self.process_command, message, reply_fn, typing_fn)
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# elif re.search("^(?=.*\bsend\b)(?=.*\bpicture\b).*$", event.body, flags=re.IGNORECASE):
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# # send, mail, drop, snap picture, photo, image, portrait
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else:
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await self.schedule(self.queue, self.process_message, message, reply_fn, typing_fn)
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self.chatlog.save(message)
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async def redaction_cb(self, room, event) -> None:
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self.chatlog.remove_message_by_id(event.event_id)
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async def process_command(self, message, reply_fn, typing_fn):
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if message.message.startswith("!replybot"):
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await reply_fn("Hello World")
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elif re.search("(?s)^!image(?P<num>[0-9])?(\s(?P<cmd>.*))?$", message.message, flags=re.DOTALL):
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m = re.search("(?s)^!image(?P<num>[0-9])?(\s(?P<cmd>.*))?$", message.message, flags=re.DOTALL)
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if m['num']:
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num = int(m['num'])
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else:
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num = 1
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if m['cmd']:
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prompt = m['cmd'].strip()
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else:
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prompt = "a beautiful woman"
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negative_prompt = "out of frame, (ugly:1.3), (fused fingers), (too many fingers), (bad anatomy:1.5), (watermark:1.5), (words), letters, untracked eyes, asymmetric eyes, floating head, (logo:1.5), (bad hands:1.3), (mangled hands:1.2), (missing hands), (missing arms), backward hands, floating jewelry, unattached jewelry, floating head, doubled head, unattached head, doubled head, head in body, (misshapen body:1.1), (badly fitted headwear:1.2), floating arms, (too many arms:1.5), limbs fused with body, (facial blemish:1.5), badly fitted clothes, imperfect eyes, untracked eyes, crossed eyes, hair growing from clothes, partial faces, hair not attached to head"
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#"anime, cartoon, penis, fake, drawing, illustration, boring, 3d render, long neck, out of frame, extra fingers, mutated hands, monochrome, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), blurry, ((bad anatomy)), (((bad proportions))), ((extra limbs)), cloned face, glitchy, bokeh, (((long neck))), 3D, 3DCG, cgstation, red eyes, multiple subjects, extra heads, close up, watermarks, logo"
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#"ugly, tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, extra limbs, disfigured, deformed, body out of frame, bad anatomy, watermark, signature, cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face"
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#"ugly, deformed, out of frame"
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try:
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output = await self.ai.image_generators[num](prompt, negative_prompt, typing_fn)
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await self.connection.room_typing(message.room_id, False)
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for imagefile in output:
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await self.connection.send_image(message.room_id, imagefile)
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except (KeyError, IndexError, ValueError) as err:
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#await self.connection.room_typing(message.room_id, False)
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errormessage = f"<ERROR> {err=}, {type(err)=}"
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logger.error(errormessage)
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await reply_fn(errormessage)
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elif message.message.startswith("!image_negative_prompt"):
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self.negative_prompt = message.message.removeprefix('!image_negative_prompt').strip()
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elif message.message.startswith('!temperature'):
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self.temperature = float( message.message.removeprefix('!temperature').strip() )
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elif message.message.startswith('!begin'):
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self.chatlog.clear(message.room_id)
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# ToDo reset time / ticks
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await reply_fn(self.greeting)
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elif message.message.startswith('!start'):
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self.rooms[message.room_id]["disabled"] = False
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elif message.message.startswith('!stop'):
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self.rooms[message.room_id]["disabled"] = True
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elif message.message.startswith('!!'):
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if self.chatlog.chat_history_len(message.room_id) > 2:
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for _ in range(2):
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old_message = self.chatlog.remove_message_in_room(message.room_id, 1)
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await self.connection.room_redact(message.room_id, old_message.event_id, reason="user-request")
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message = self.chatlog.get_last_message(message.room_id)
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async def process_message(self, message, reply_fn, typing_fn):
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output = await self.ai.generate_roleplay(message, reply_fn, typing_fn)
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# typing false
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await reply_fn(output)
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async def worker(self, name: str, q: asyncio.Queue) -> None:
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while True:
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cb, args, kwargs = await q.get()
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start = time.perf_counter()
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logger.info("queued task started")
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if asyncio.iscoroutinefunction(cb):
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await cb(*args, **kwargs)
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else:
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cb(*args, **kwargs)
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q.task_done()
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elapsed = time.perf_counter() - start
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logger.info(f"Queued task done in {elapsed:0.5f} seconds.")
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logger.debug("queue item processed")
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async def schedule(self, q: asyncio.Queue, cb, *args, **kwargs) -> None:
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logger.info(f"queuing task")
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await q.put((cb, args, kwargs))
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#q.put_nowait((cb, args, kwargs))
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async def schedule_task(self, done_callback, cb, *args, **kwargs):
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logger.info(f"creating background task")
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task = asyncio.create_task(cb(*args, **kwargs))
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task.add_done_callback(done_callback)
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self.background_tasks.add(task)
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task.add_done_callback(self.background_tasks.discard)
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