feat: refactor summarizer and PDF extraction pipeline
- Split summarizer into summary_generator and summary_persister modules - Refactor pdf_image_extractor to two-phase pipeline with PicoDet layout detection - Add layout_detector service for PicoDet-S_layout_3cls integration - Add exceptions module with ConflictError and NotFoundError - Improve admin dashboard with better statistics and task management - Add design review document with system optimization suggestions - Add new tests for crawler, pdf_downloader, pipeline, and summary_utils - Update dependencies and configuration - Clean up dead code and improve error handling
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@@ -90,6 +90,7 @@ class SummarySchema(BaseModel):
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# ── 质量评估 ────────────────────────────────────────────────────────────
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def assess_quality(schema: SummarySchema) -> str:
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"""评估总结质量:normal / degraded / low。"""
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# low:内容空洞的启发式判断
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