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ConceptCheckpoint / 状态快照

Checkpoint Mechanism

A concept originating from distributed systems and machine learning training, referring to saving a complete state snapshot at a specific moment during system operation so that it can be restored after interruption. In agent frameworks it is carried by persistent storage, recording conversation history, tool call results and intermediate variables, supporting crash recovery and context continuity across multi-turn interactions.

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Oct 15

In LangGraph, the Agent state can use TypedDict to store historical messages, and the Checkpoint mechanism can preserve state across execution cycles.

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Oct 15

The Checkpoint mechanism originates from concepts in distributed systems and machine learning training, referring to saving a complete snapshot of state at a specific moment during system operation so that it can be restored from that point after an interruption.

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