from __future__ import annotations from ...i18n import pipeline_notice import typing from .. import entities from .. import plugin_diagnostics from .. import stage import langbot_plugin.api.entities.builtin.platform.message as platform_message import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query import langbot_plugin.api.entities.events as events @stage.stage_class('ResponseWrapper') class ResponseWrapper(stage.PipelineStage): """回复包装阶段 把回复的 message 包装成人类识读的形式。 改写: - resp_message_chain """ async def initialize(self, pipeline_config: dict): pass async def process( self, query: pipeline_query.Query, stage_inst_name: str, ) -> typing.AsyncGenerator[entities.StageProcessResult, None]: """处理""" # 如果 resp_messages[-1] 已经是 MessageChain 了 if isinstance(query.resp_messages[-1], platform_message.MessageChain): query.resp_message_chain.append(query.resp_messages[-1]) plugin_diagnostics.consume_pending_plugin_response_source( query, query.resp_messages[-1], len(query.resp_message_chain) - 1, ) yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query) else: if query.resp_messages[-1].role == 'command': query.resp_message_chain.append( query.resp_messages[-1].get_content_platform_message_chain(prefix_text='[bot] ') ) yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query) elif query.resp_messages[-1].role == 'plugin': query.resp_message_chain.append(query.resp_messages[-1].get_content_platform_message_chain()) yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query) else: if query.resp_messages[-1].role == 'assistant': result = query.resp_messages[-1] session = await self.ap.sess_mgr.get_session(query) reply_text = '' if result.content or getattr(result, 'attachments', None): reply_text = str(result.get_content_platform_message_chain()) # ============= 触发插件事件 =============== event = events.NormalMessageResponded( launcher_type=query.launcher_type.value, launcher_id=query.launcher_id, sender_id=query.sender_id, session=session, prefix='', response_text=reply_text, finish_reason='stop', funcs_called=[fc.function.name for fc in result.tool_calls] if result.tool_calls is not None else [], query=query, ) # Get bound plugins for filtering bound_plugins = query.variables.get('_pipeline_bound_plugins', None) event_ctx = await self.ap.plugin_connector.emit_event(event, bound_plugins) if event_ctx.is_prevented_default(): yield entities.StageProcessResult( result_type=entities.ResultType.INTERRUPT, new_query=query, ) else: if event_ctx.event.reply_message_chain is not None: reply_chain = event_ctx.event.reply_message_chain is_plugin_reply = True else: reply_chain = result.get_content_platform_message_chain() is_plugin_reply = False query.resp_message_chain.append(reply_chain) if is_plugin_reply: plugin_diagnostics.record_last_plugin_response_source( query, plugin_diagnostics.get_response_sources(event_ctx), plugin_diagnostics.get_emitted_plugins(event_ctx), event.event_name, ) yield entities.StageProcessResult( result_type=entities.ResultType.CONTINUE, new_query=query, ) if result.tool_calls is not None and len(result.tool_calls) > 0: # 有函数调用 function_names = [tc.function.name for tc in result.tool_calls] reply_text = pipeline_notice( query, 'tool-call-hint', 'Calling {tools}...', tools=', '.join(function_names) ) # Only surface the tool-call notice when the pipeline option # is enabled. Emitting it unconditionally would become the # final streaming chunk, closing the stream early and pushing # the real answer into a separate message. if query.pipeline_config['output']['misc']['track-function-calls']: query.resp_message_chain.append( platform_message.MessageChain([platform_message.Plain(text=reply_text)]) ) event = events.NormalMessageResponded( launcher_type=query.launcher_type.value, launcher_id=query.launcher_id, sender_id=query.sender_id, session=session, prefix='', response_text=reply_text, finish_reason='stop', funcs_called=[fc.function.name for fc in result.tool_calls] if result.tool_calls is not None else [], query=query, ) # Get bound plugins for filtering bound_plugins = query.variables.get('_pipeline_bound_plugins', None) event_ctx = await self.ap.plugin_connector.emit_event(event, bound_plugins) if event_ctx.is_prevented_default(): yield entities.StageProcessResult( result_type=entities.ResultType.INTERRUPT, new_query=query, ) else: if event_ctx.event.reply_message_chain is not None: query.resp_message_chain.append(event_ctx.event.reply_message_chain) plugin_diagnostics.record_last_plugin_response_source( query, plugin_diagnostics.get_response_sources(event_ctx), plugin_diagnostics.get_emitted_plugins(event_ctx), event.event_name, ) else: query.resp_message_chain.append( platform_message.MessageChain([platform_message.Plain(text=reply_text)]) ) yield entities.StageProcessResult( result_type=entities.ResultType.CONTINUE, new_query=query, )