Partially Verified65% confidenceFactTime unknown

序列化结果使用 TypedDict 定义在 llm/serialization.py 模块中

3

Sources

65%

Confidence

Medium-term (~90 days)

Relevance

6/1/2026

First Seen

Valid until: 8/30/2026

Sources

LLM 0.32重构：从文本问答到多模态流式交互的架构升级

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Related Entities

LLM 0.32a0product TypedDictconcept

Related Claims

UnverifiedLLM 选择 TypedDict 而非 Pydantic 模型或 dataclass 作为序列化格式79% similar Partially VerifiedLLM 0.32a0新增了response.to_dict()和Response.from_dict()方法用于序列化和反序列化71% similar

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