- entity validator: 66 aquatic entity types / 45 aquatic relation categories (fish/mollusk/crustacean/algae/water_quality/feed_ingredient/...) - V16_SYSTEM_PROMPT rewritten for aquaculture; snake_case predicate rules - rule seed vocab aquatized (60+ species incl. Litopenaeus vannamei, Oreochromis niloticus, Oncorhynchus mykiss, Salmo salar) - cost hook on all 4 chat.completions.create (no-op by default) - run_v16_aqua_one_paper.py: --md entry (skip MinerU) + --pdf (MinerU) - run_v16_aqua_batch.py: workers + batch_progress.json resume - pilot: 500 MD + 30 PDF extracted, 0 failures Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
agent/ —— 底层服务三件套
| 目录 | 服务 | 端口 | 入口(白名单明文) | conda |
|---|---|---|---|---|
| qa/ | QA V1.1.73 断言锚定检索 | 8091 | scripts/qa_v1_1_73_server.py | plantai-rag-new-venv |
| methodology/ | Methodology 提取 | 8092 | scripts/methodology_server.py | plantai-rag-new-venv |
| legacy-rag/ | 旧路由族(app 3 路由/main 11 族) | 8093 | api/app.py | plantai-rag-new-venv |
| vendor/ | 共享源码池(非服务) | — | — | — |
约束:仅 shell 启动(scripts/{start,stop,status,restart}.sh);编译产物 .so 隐藏源码;compile.manifest 记录模块级白名单。vendor 为源码单份,编译时复制进各 agent 暂存目录。