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Migrating to Gemini 3: Implementing Stateful Reasoning with Thought Signatures

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When performing multi-turn operations (specifically Function Calling), the client must pass this signature back in the subsequent request. This ensures the model resumes execution from the exact state where it halted, rather than re-computing context from the raw message history. Omission results in an invalid_argument error or non-deterministic behavior.

https://medium.com/google-cloud/migrating-to-gemini-3-implementing-stateful-reasoning-with-thought-signatures-4f11b625a8c9
December 17, 2025 at 2:28:17 PM EST *
ai llm gemini
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