[KongchangAI]
Unverified50% confidenceFactExact time

The DeterministicFakeModel in this article's demonstration is a fake model adapter that ignores model inference and returns preset tool calls or final replies according to the call count, for testing the complete tool-calling pipeline under conditions with no network and no GPU.

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50%
Confidence
Long-term
Relevance
10/16/2026
First Seen

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