Files
hermes-agent/tests/agent/test_gemini_thinking_config.py

54 lines
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Python

"""Disabling reasoning must actually stop Gemini thinking (#91927).
``includeThoughts: False`` only hides thought parts; the model still reasons
internally and bills thought tokens against maxOutputTokens, starving small
budgets (title generation's 64 tokens). ``thinkingBudget: 0`` is the real
off switch on families that document it.
"""
import pytest
from agent.transports.chat_completions import (
_build_gemini_thinking_config,
_snake_case_gemini_thinking_config,
)
@pytest.mark.parametrize(
"model,expect_budget_zero",
[
("gemini-2.5-flash", True),
("gemini-3.6-flash", True),
("gemini-3.1-pro", True),
("gemini-flash-latest", True),
("gemini-1.5-flash", False), # pre-2.5: thinkingBudget undocumented
],
)
def test_disabled_reasoning_zeroes_thinking_budget_where_supported(model, expect_budget_zero):
for reasoning in ({"enabled": False}, {"effort": "none"}):
config = _build_gemini_thinking_config(model, reasoning)
assert config is not None
assert config.get("includeThoughts") is False
assert (config.get("thinkingBudget") == 0) is expect_budget_zero
if not expect_budget_zero:
assert "thinkingBudget" not in config
def test_enabled_reasoning_never_zeroes_budget_and_non_gemini_gets_nothing():
# Enabled reasoning must not be silently strangled by a zero budget.
for reasoning in ({"enabled": True}, {"effort": "medium"}):
config = _build_gemini_thinking_config("gemini-2.5-flash", reasoning)
assert config is not None
assert config.get("includeThoughts") is True
assert "thinkingBudget" not in config
# Non-Gemini models on the same provider 400 on the field entirely (#17426).
assert _build_gemini_thinking_config("gpt-4o", {"enabled": False}) is None
assert _build_gemini_thinking_config("gemma-2b", {"enabled": False}) is None
def test_snake_case_translation_carries_thinking_budget():
translated = _snake_case_gemini_thinking_config({"includeThoughts": False, "thinkingBudget": 0})
assert translated == {"include_thoughts": False, "thinking_budget": 0}
translated = _snake_case_gemini_thinking_config({"includeThoughts": False})
assert translated == {"include_thoughts": False}