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R3.2.8.6-R1.1 Research-Logic Reasoning-Only Recovery
#28
by GuXiaopeng - opened
- core/pipeline_agent.py +36 -4
core/pipeline_agent.py
CHANGED
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@@ -1272,10 +1272,42 @@ Literature Synthesis:
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{evidence_block}
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{mode_directive}
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Return a concise PROVISIONAL RESEARCH LOGIC CONTRACT in plain English prose. It must guide later sections without fixing an expected result or conclusion. Do not use citations in the contract."""
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@staticmethod
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def _front_matter_keywords(value, minimum=4, maximum=6):
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{evidence_block}
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{mode_directive}
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Return a concise PROVISIONAL RESEARCH LOGIC CONTRACT in plain English prose. It must guide later sections without fixing an expected result or conclusion. Do not use citations in the contract."""
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def _stream_with_reasoning_exhaustion_recovery():
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try:
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yield from self.stream_deepseek(
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sys_prompt,
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user_prompt,
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max_tokens=2200,
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model_role="reasoning",
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thinking=True,
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allow_fallback=False,
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reasoning_only_recovery=True,
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)
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return
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except DeepSeekReasoningOnlyExhaustionError as exc:
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logging.warning(
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"Research logic reasoning-only exhaustion; retrying once with thinking disabled: %s",
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exc,
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)
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self._touch_execution_progress("research_logic_direct_recovery")
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recovery_system = (
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sys_prompt
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+ "\n\nRECOVERY MODE: Produce the final provisional research logic contract directly. "
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"Do not perform extended hidden reasoning. Preserve the original topic, literature synthesis, "
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"research evidence, uncertainty, evidence-strength boundaries, and mode-specific planning constraints. "
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"Do not invent findings, coefficients, causal claims, or facts."
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)
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yield from self.stream_deepseek(
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recovery_system,
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user_prompt,
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max_tokens=2200,
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model_role="reasoning",
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thinking=False,
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allow_fallback=False,
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)
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return _stream_with_reasoning_exhaustion_recovery()
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@staticmethod
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def _front_matter_keywords(value, minimum=4, maximum=6):
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