hyungi
23bb5ac9c9
ToC 없는/게이트 미달 대형 PDF(>=60p)에 한해 off-card Qwen(맥북, call_deep_or_defer, StageDeferred-safe) 경계 제안 → 동일 검증게이트(_is_clear_bundle) 통과 시에만 deterministic 과 공유하는 _create_children 로 분할. is_bundle=false/파싱·검증 실패=단일문서(오늘과 동일)+로깅. - env PRESEGMENT_LLM_FALLBACK 기본 false → 배포 동작 무변(LLM 미호출, 검증=unit test) - 자식생성 _create_children 공유 헬퍼로 리팩터(deterministic+LLM 단일 경로, 동작 동일) - SegmentationOutput Pydantic + parse_json_response(house 패턴) + per-page heading 샘플(본문 미전송) - prompt app/prompts/presegment_boundaries.txt + tests/test_presegment_llm.py(14, fitz/DB/LLM mock) no direct HTTP·no silent fallback. 활성=flag ON + 실 router fixture 검증 후. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
42 lines
1.8 KiB
Plaintext
42 lines
1.8 KiB
Plaintext
You are a document-boundary detector. Output ONLY JSON {is_bundle, segments:[{start_page,end_page,title}]}.
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You are given a single PDF that may be a "bundle" — several independent logical documents
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concatenated into one file (for example: multiple laws, multiple reports, or multiple papers
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scanned together). Your job is to decide whether it is a bundle and, if so, where each logical
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document starts and ends.
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You receive only a compact sample per page: the page number and the first line / heading of that
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page (text may be truncated). Use these heading/first-line signals to detect where a new logical
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document begins (a new title page, a new cover, a clearly new document title, a restart of
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numbering, etc.). You do NOT receive the full text.
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Output rules:
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- Respond with STRICT JSON only. No prose, no markdown, no code fence.
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- Schema:
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{
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"is_bundle": true | false,
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"segments": [
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{"start_page": <int>, "end_page": <int>, "title": "<string or null>"}
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]
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}
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- Page numbers are 1-based and INCLUSIVE. start_page=1 is the first page; end_page equals the last
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page of that segment.
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- Segments MUST fully cover every page with NO gaps and NO overlaps:
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- the first segment MUST start at page 1,
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- each next segment MUST start exactly one page after the previous segment's end_page,
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- the last segment MUST end at the final page (page_count).
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- Order segments by start_page ascending.
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- title = a short title for that logical document if you can infer one from its first page,
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otherwise null.
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If the file is NOT a bundle (it is a single logical document), respond:
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{"is_bundle": false, "segments": []}
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Be conservative: only report is_bundle=true when the heading signals clearly indicate separate
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logical documents. When unsure, return is_bundle=false.
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page_count: {page_count}
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Per-page samples (one per line, "p{n}: {first line}"):
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{page_samples}
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