[KongchangAI]
Expired50% confidenceFactExact time

A large language model object can be quickly constructed via the init_chat_model method; model.invoke() returns an AIMessage object whose response_metadata contains token statistics such as prompt_tokens, completion_tokens, and total_tokens.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/23/2026
First Seen
Valid until: 10/21/2026(expired)

Sources

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