@@ -38,6 +38,7 @@ from ml_model.services.perplexity import Perplexity from ml_model.services.pulid import Pulid from ml_model.services.qwen import Qwen from ml_model.services.qwen_235B import Qwen_235B +from ml_model.services.qwen_3_max_thinking import Qwen_3_Max_Thinking from ml_model.services.raifgpt import Raifgpt from ml_model.services.ray import Ray from ml_model.services.recraft import Recraft @@ -0,0 +1,86 @@ +import time +from datetime import timedelta +from decimal import Decimal + +from messages.models import Message +from ml_model.services.base import SimpleService +from ml_model.tasks import openrouter_run +from tools.chats.models import Chat +from tools.copywrite.models import Copywrite +from tools.public_api.models import APIStore + + +class Qwen_3_Max_Thinking(SimpleService): + TOKENS_COST = { + 'input': {'default': Decimal('360'), 'high': Decimal('900')}, + 'output': {'default': Decimal('1800'), 'high': Decimal('4500')} + } + + def calculate_price(self, input_tokens: int, output_tokens: int) -> Decimal: + price = ( + input_tokens * (self.TOKENS_COST['input']['default' if input_tokens <= 128_000 else 'high'] / 1_000_000) + + output_tokens * (self.TOKENS_COST['output']['default' if input_tokens <= 128_000 else 'high'] / 1_000_000) + + Decimal('6') + ) + return price.quantize(Decimal('0.1'), rounding='ROUND_UP') + + def save_results(self, content: str, time: timedelta, save: bool = True) -> list[Message]: + msgs = [ + Message( + content=content, + content_object=self.store, + elapsed_time=time, + ) + ] + if save: + return Message.objects.bulk_create(msgs) + return msgs + + def make(self, input_message: Message, save: bool = True) -> list[Message]: + start_time = time.time() + callback_data = {'provider': {'order': ['alibaba']}, **input_message.info} + messages = self.get_chat_history() + messages.append({'role': 'user', 'content': input_message.content}) + result = openrouter_run('qwen/qwen3-max:online', messages, callback_data, 'Qwen') + process_time = timedelta(seconds=(time.time() - start_time)) + self.handle_invoice( + input_message.content_object.model, + input_tokens=result[1], + output_tokens=result[2], + ) + msgs = self.save_results(result[0], process_time) + return msgs + + def get_chat_history(self, message_limit: int = 10, max_character_limit: int = 1500) -> list[dict[str, str | list]]: + if isinstance(self.store, Chat): + air_messages = list( + reversed( + Message.objects.filter( + chats_chats_messages=self.store, is_deleted=False, is_sent=True + ).order_by('-created_at')[1:message_limit+1] + ) + ) + elif isinstance(self.store, APIStore): + air_messages = [] + elif isinstance(self.store, Copywrite): + air_messages = list( + reversed( + Message.objects.filter( + copywrite_copywrites_messages=self.store, + is_deleted=False, + is_sent=True, + ).order_by('-created_at')[:message_limit] + ) + ) + memory = [] + for msg in air_messages: + content = msg.content or '' + if msg.from_model: + memory.append({'role': 'assistant', 'content': content}) + else: + memory.append({'role': 'user', 'content': content}) + character_length = sum(len(content['content']) for content in memory) + while character_length > max_character_limit: + character_length -= len(memory.pop(0)['content']) + + return memory \ No newline at end of file