75 lines
2.6 KiB
Python
75 lines
2.6 KiB
Python
from __future__ import annotations
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from typing import Any, Dict
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def build_reasoning_param(
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base_effort: str = "medium", base_summary: str = "auto", overrides: Dict[str, Any] | None = None
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) -> Dict[str, Any]:
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effort = (base_effort or "").strip().lower()
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summary = (base_summary or "").strip().lower()
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valid_efforts = {"low", "medium", "high", "none"}
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valid_summaries = {"auto", "concise", "detailed", "none"}
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if isinstance(overrides, dict):
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o_eff = str(overrides.get("effort", "")).strip().lower()
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o_sum = str(overrides.get("summary", "")).strip().lower()
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if o_eff in valid_efforts and o_eff:
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effort = o_eff
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if o_sum in valid_summaries and o_sum:
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summary = o_sum
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if effort not in valid_efforts:
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effort = "medium"
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if summary not in valid_summaries:
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summary = "auto"
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reasoning: Dict[str, Any] = {"effort": effort}
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if summary != "none":
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reasoning["summary"] = summary
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return reasoning
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def apply_reasoning_to_message(
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message: Dict[str, Any],
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reasoning_summary_text: str,
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reasoning_full_text: str,
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compat: str,
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) -> Dict[str, Any]:
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try:
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compat = (compat or "think-tags").strip().lower()
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except Exception:
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compat = "think-tags"
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if compat == "o3":
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rtxt_parts: list[str] = []
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if isinstance(reasoning_summary_text, str) and reasoning_summary_text.strip():
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rtxt_parts.append(reasoning_summary_text)
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if isinstance(reasoning_full_text, str) and reasoning_full_text.strip():
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rtxt_parts.append(reasoning_full_text)
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rtxt = "\n\n".join([p for p in rtxt_parts if p])
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if rtxt:
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message["reasoning"] = {"content": [{"type": "text", "text": rtxt}]}
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return message
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if compat in ("legacy", "current"):
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if reasoning_summary_text:
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message["reasoning_summary"] = reasoning_summary_text
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if reasoning_full_text:
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message["reasoning"] = reasoning_full_text
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return message
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rtxt_parts: list[str] = []
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if isinstance(reasoning_summary_text, str) and reasoning_summary_text.strip():
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rtxt_parts.append(reasoning_summary_text)
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if isinstance(reasoning_full_text, str) and reasoning_full_text.strip():
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rtxt_parts.append(reasoning_full_text)
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rtxt = "\n\n".join([p for p in rtxt_parts if p])
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if rtxt:
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think_block = f"<think>{rtxt}</think>"
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content_text = message.get("content") or ""
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if isinstance(content_text, str):
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message["content"] = think_block + (content_text or "")
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return message
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