Soulter
238 lines
12 KiB
Python
238 lines
12 KiB
Python
import traceback
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import uuid
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from astrbot.core.config.astrbot_config import AstrBotConfig
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from .provider import Provider, STTProvider, TTSProvider, Personality
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from .entites import ProviderType
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from typing import List
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from astrbot.core.db import BaseDatabase
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from collections import defaultdict
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from .register import provider_cls_map, llm_tools
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from astrbot.core import logger, sp
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class ProviderManager():
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def __init__(self, config: AstrBotConfig, db_helper: BaseDatabase):
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self.providers_config: List = config['provider']
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self.provider_settings: dict = config['provider_settings']
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self.provider_stt_settings: dict = config.get('provider_stt_settings', {})
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self.provider_tts_settings: dict = config.get('provider_tts_settings', {})
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self.persona_configs: list = config.get('persona', [])
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# 人格情景管理
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# 目前没有拆成独立的模块
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self.default_persona_name = self.provider_settings.get('default_personality', 'default')
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self.personas: List[Personality] = []
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self.selected_default_persona = None
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for persona in self.persona_configs:
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begin_dialogs = persona.get("begin_dialogs", [])
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mood_imitation_dialogs = persona.get("mood_imitation_dialogs", [])
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bd_processed = []
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mid_processed = ""
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if begin_dialogs:
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if len(begin_dialogs) % 2 != 0:
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logger.error(f"{persona['name']} 人格情景预设对话格式不对，条数应该为偶数。")
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begin_dialogs = []
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user_turn = True
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for dialog in begin_dialogs:
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bd_processed.append({
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"role": "user" if user_turn else "assistant",
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"content": dialog,
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"_no_save": None # 不持久化到 db
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})
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user_turn = not user_turn
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if mood_imitation_dialogs:
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if len(mood_imitation_dialogs) % 2 != 0:
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logger.error(f"{persona['name']} 对话风格对话格式不对，条数应该为偶数。")
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mood_imitation_dialogs = []
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user_turn = True
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for dialog in mood_imitation_dialogs:
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role = "A" if user_turn else "B"
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mid_processed += f"{role}: {dialog}\n"
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if not user_turn:
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mid_processed += '\n'
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user_turn = not user_turn
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try:
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persona = Personality(
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**persona,
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_begin_dialogs_processed=bd_processed,
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_mood_imitation_dialogs_processed=mid_processed
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)
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if persona['name'] == self.default_persona_name:
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self.selected_default_persona = persona
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self.personas.append(persona)
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except Exception as e:
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logger.error(f"解析 Persona 配置失败：{e}")
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if not self.selected_default_persona and len(self.personas) > 0:
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# 默认选择第一个
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self.selected_default_persona = self.personas[0]
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if not self.selected_default_persona:
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self.selected_default_persona = Personality(
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prompt="You are a helpful and friendly assistant.",
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name="default",
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_begin_dialogs_processed=[],
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_mood_imitation_dialogs_processed=""
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)
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self.personas.append(self.selected_default_persona)
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self.provider_insts: List[Provider] = []
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'''加载的 Provider 的实例'''
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self.stt_provider_insts: List[STTProvider] = []
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'''加载的 Speech To Text Provider 的实例'''
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self.tts_provider_insts: List[TTSProvider] = []
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'''加载的 Text To Speech Provider 的实例'''
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self.llm_tools = llm_tools
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self.curr_provider_inst: Provider = None
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'''当前使用的 Provider 实例'''
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self.curr_stt_provider_inst: STTProvider = None
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'''当前使用的 Speech To Text Provider 实例'''
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self.curr_tts_provider_inst: TTSProvider = None
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'''当前使用的 Text To Speech Provider 实例'''
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self.loaded_ids = defaultdict(bool)
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self.db_helper = db_helper
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# kdb(experimental)
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self.curr_kdb_name = ""
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kdb_cfg = config.get("knowledge_db", {})
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if kdb_cfg and len(kdb_cfg):
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self.curr_kdb_name = list(kdb_cfg.keys())[0]
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changed = False
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for provider_cfg in self.providers_config:
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if not provider_cfg['enable']:
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continue
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if provider_cfg['id'] in self.loaded_ids:
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new_id = f"{provider_cfg['id']}_{str(uuid.uuid4())[:8]}"
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logger.info(f"Provider ID 重复：{provider_cfg['id']}。已自动更改为 {new_id}。")
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provider_cfg['id'] = new_id
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changed = True
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self.loaded_ids[provider_cfg['id']] = True
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try:
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match provider_cfg['type']:
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case "openai_chat_completion":
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from .sources.openai_source import ProviderOpenAIOfficial # noqa: F401
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case "zhipu_chat_completion":
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from .sources.zhipu_source import ProviderZhipu # noqa: F401
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case "llm_tuner":
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logger.info("加载 LLM Tuner 工具 ...")
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from .sources.llmtuner_source import LLMTunerModelLoader # noqa: F401
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case "dify":
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from .sources.dify_source import ProviderDify # noqa: F401
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case "googlegenai_chat_completion":
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from .sources.gemini_source import ProviderGoogleGenAI # noqa: F401
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case "openai_whisper_api":
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from .sources.whisper_api_source import ProviderOpenAIWhisperAPI # noqa: F401
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case "openai_whisper_selfhost":
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from .sources.whisper_selfhosted_source import ProviderOpenAIWhisperSelfHost # noqa: F401
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case "openai_tts_api":
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from .sources.openai_tts_api_source import ProviderOpenAITTSAPI # noqa: F401
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except (ImportError, ModuleNotFoundError) as e:
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logger.critical(f"加载 {provider_cfg['type']}({provider_cfg['id']}) 提供商适配器失败：{e}。可能是因为有未安装的依赖。")
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continue
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except Exception as e:
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logger.critical(f"加载 {provider_cfg['type']}({provider_cfg['id']}) 提供商适配器失败：{e}。未知原因")
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continue
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if changed:
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try:
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config.save_config()
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except Exception as e:
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logger.warning(f"保存配置文件失败：{e}")
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async def initialize(self):
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selected_provider_id = sp.get("curr_provider")
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selected_stt_provider_id = self.provider_stt_settings.get("provider_id")
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selected_tts_provider_id = self.provider_settings.get("provider_id")
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provider_enabled = self.provider_settings.get("enable", False)
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stt_enabled = self.provider_stt_settings.get("enable", False)
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tts_enabled = self.provider_tts_settings.get("enable", False)
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for provider_config in self.providers_config:
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if not provider_config['enable']:
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continue
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if provider_config['type'] not in provider_cls_map:
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logger.error(f"未找到适用于 {provider_config['type']}({provider_config['id']}) 的提供商适配器，请检查是否已经安装或者名称填写错误。已跳过。")
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continue
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provider_metadata = provider_cls_map[provider_config['type']]
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logger.info(f"尝试实例化 {provider_config['type']}({provider_config['id']}) 提供商适配器 ...")
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try:
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# 按任务实例化提供商
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if provider_metadata.provider_type == ProviderType.SPEECH_TO_TEXT:
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# STT 任务
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inst = provider_metadata.cls_type(provider_config, self.provider_settings)
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if getattr(inst, "initialize", None):
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await inst.initialize()
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self.stt_provider_insts.append(inst)
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if selected_stt_provider_id == provider_config['id'] and stt_enabled:
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self.curr_stt_provider_inst = inst
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logger.info(f"已选择 {provider_config['type']}({provider_config['id']}) 作为当前语音转文本提供商适配器。")
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elif provider_metadata.provider_type == ProviderType.TEXT_TO_SPEECH:
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# TTS 任务
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inst = provider_metadata.cls_type(provider_config, self.provider_settings)
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if getattr(inst, "initialize", None):
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await inst.initialize()
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self.tts_provider_insts.append(inst)
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if selected_tts_provider_id == provider_config['id'] and tts_enabled:
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self.curr_tts_provider_inst = inst
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logger.info(f"已选择 {provider_config['type']}({provider_config['id']}) 作为当前文本转语音提供商适配器。")
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elif provider_metadata.provider_type == ProviderType.CHAT_COMPLETION:
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# 文本生成任务
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inst = provider_metadata.cls_type(
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provider_config,
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self.provider_settings,
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self.db_helper,
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self.provider_settings.get('persistant_history', True),
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self.selected_default_persona
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)
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if getattr(inst, "initialize", None):
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await inst.initialize()
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self.provider_insts.append(inst)
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if selected_provider_id == provider_config['id'] and provider_enabled:
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self.curr_provider_inst = inst
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logger.info(f"已选择 {provider_config['type']}({provider_config['id']}) 作为当前提供商适配器。")
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except Exception as e:
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traceback.print_exc()
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logger.error(f"实例化 {provider_config['type']}({provider_config['id']}) 提供商适配器失败：{e}")
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if len(self.provider_insts) > 0 and not self.curr_provider_inst and provider_enabled:
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self.curr_provider_inst = self.provider_insts[0]
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if len(self.stt_provider_insts) > 0 and not self.curr_stt_provider_inst and stt_enabled:
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self.curr_stt_provider_inst = self.stt_provider_insts[0]
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if len(self.tts_provider_insts) > 0 and not self.curr_tts_provider_inst and tts_enabled:
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self.curr_tts_provider_inst = self.tts_provider_insts[0]
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if not self.curr_provider_inst:
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logger.warning("未启用任何用于 文本生成 的提供商适配器。")
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if stt_enabled and not self.curr_stt_provider_inst:
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logger.warning("未启用任何用于 语音转文本 的提供商适配器。")
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if tts_enabled and not self.curr_tts_provider_inst:
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logger.warning("未启用任何用于 文本转语音 的提供商适配器。")
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def get_insts(self):
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return self.provider_insts
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async def terminate(self):
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for provider_inst in self.provider_insts:
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if hasattr(provider_inst, "terminate"):
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await provider_inst.terminate() |