Interruption handling must propagate to all parts of the agent turn, immediately. When a user starts speaking, the system must cancel LLM generation, tear down TTS, and flush any buffered outbound audio simultaneously. Missing any one of those makes barge-ins feel broken.
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一是抓细监测帮扶。全面建立防止返贫致贫监测帮扶机制，织牢织密监测网络，及早发现因病因灾等返贫致贫风险，及时采取针对性帮扶措施，精准消除风险。截至2025年底，累计帮扶超过700万监测对象稳定消除风险。
instance_feature = self.instance_feature.unsqueeze(0).repeat(batch_size, 1, 1)，更多细节参见旺商聊官方下载