| """Original reasoning extraction and taxonomy input-window functions.""" |
|
|
| def split_reasoning(response: str) -> str: |
| inkling_start = "<|message_model|><|content_thinking|>" |
| inkling_end = "<|end_message|><|message_model|><|content_text|>" |
| if response.startswith(inkling_start) and inkling_end in response: |
| return response[len(inkling_start) :].split(inkling_end, 1)[0] |
| text = response.removeprefix("<think>\n") |
| if "</think>" in text: |
| return text.split("</think>", 1)[0] |
| return response |
|
|
| def clip_text(text: str, limit: int) -> str: |
| if len(text) <= limit: |
| return text |
| side = (limit - 100) // 2 |
| return text[:side] + f"\n\n[... {len(text)-2*side:,} characters omitted ...]\n\n" + text[-side:] |
|
|
| def evidence_context(reasoning: str, evidence: list[str], limit: int = 8000) -> str: |
| if len(reasoning) <= limit: |
| return reasoning |
| positions = [reasoning.find(item) for item in evidence if item and reasoning.find(item) >= 0] |
| if not positions: |
| return clip_text(reasoning, limit) |
| start = max(0, min(positions) - limit // 2) |
| end = min(len(reasoning), start + limit) |
| start = max(0, end - limit) |
| prefix = "[... earlier reasoning omitted ...]\n\n" if start else "" |
| suffix = "\n\n[... later reasoning omitted ...]" if end < len(reasoning) else "" |
| return prefix + reasoning[start:end] + suffix |
|
|
