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agrag.agents.result.AgentRunResult

Bases: TypedDict

Result of one agent run.

The deep-agent path also passes through the other keys of the LangGraph state at runtime; only the keys below are part of the contract.

Attributes:

  • messages (list[Any]) – The conversation, ending with the assistant's answer.
  • ledger (Ledger) – Citation keys assigned during this run. Use ledger.resolve(key) to get the evidence behind a key.

ledger​

ledger: Ledger

messages​

messages: list[Any]