Expired95% confidenceFactTime unknown
Model responses are now modeled as a stream of typed message parts, with new response.stream_events() and response.astream_events() methods added.
1
Sources
95%
Confidence
Medium-term (~90 days)
Relevance
6/1/2026
First Seen
Valid until: 8/30/2026(expired)
Sources
LLM 0.32a0 重大重构解析：向后兼容的架构升级如何应对多模态与工具调用时代
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Related Entities
Related Claims
Partially VerifiedLLM 0.32a0 added a stream_events() API that models responses as a series of typed event streams78% similarUnverifiedLLM 0.32a0 introduced two core changes: modeling model input as a sequence of messages, and modeling model responses as typed streaming parts69% similarUnverified模型返回结果中真正的回答位于choices中的content字段64% similarPartially VerifiedIn LLM 0.32a0, response.reply() supports automatically executing tool calls and returning the results to the model, simplifying the implementation of multi-turn Agent loops.63% similar
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