from __future__ import annotations from .. import stage, entities, stagemgr from ...core import entities as core_entities from ...provider import entities as llm_entities from ...plugin import events @stage.stage_class("PreProcessor") class PreProcessor(stage.PipelineStage): """请求预处理阶段 签出会话、prompt、上文、模型、内容函数。 改写: - session - prompt - messages - user_message - use_model - use_funcs """ async def process( self, query: core_entities.Query, stage_inst_name: str, ) -> entities.StageProcessResult: """处理 """ session = await self.ap.sess_mgr.get_session(query) conversation = await self.ap.sess_mgr.get_conversation(session) # 从会话取出消息和情景预设到query query.session = session query.prompt = conversation.prompt.copy() query.messages = conversation.messages.copy() query.user_message = llm_entities.Message( # TODO 适配多模态输入 role='user', content=str(query.message_chain).strip() ) query.use_model = conversation.use_model query.use_funcs = conversation.use_funcs # =========== 触发事件 PromptPreProcessing event_ctx = await self.ap.plugin_mgr.emit_event( event=events.PromptPreProcessing( session_name=f'{query.session.launcher_type.value}_{query.session.launcher_id}', default_prompt=query.prompt.messages, prompt=query.messages, query=query ) ) query.prompt.messages = event_ctx.event.default_prompt query.messages = event_ctx.event.prompt return entities.StageProcessResult( result_type=entities.ResultType.CONTINUE, new_query=query )