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fix: Qwen 本地 rerank 只算末位 logits，OOM 后真正归还显存 CI #15: Commit 6ffb629 pushed by dabaicai920
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适配 MinerU 4.0.10：MineruClient 迁移 V1 接口，兼容层映射与配置同步 CI #14: Commit 4260c35 pushed by jooler
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部署与 AI 供方全面可配：deploy 逐通道选本地/云端、dev 按配置启动、admin 分层表单与本地模型状态卡 CI #13: Commit bef0e55 pushed by jooler
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admin 嵌入模型选项补 bge-m3，与 core/constants 白名单对齐。 CI #12: Commit ebf693c pushed by jooler
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右键自动命名先回源刷新 PDF Info，避免缺 Subject DOI 时白烧 LLM。 CI #11: Commit 6be7c40 pushed by dabaicai920
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固定改动交付流程：docs 只记现状，规划进 planning，提交前须新会话审查。 CI #10: Commit d96786c pushed by dabaicai920
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预签名上传/下载经前端 dev server 同源代理（/s3），远程访问只需转发前端一个端口 CI #9: Commit 77d3703 pushed by dabaicai920
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论文 PDF 在 chunk 后自动改名（Crossref/PDF 元数据/LLM），并修复种子库字段与 Tunnel 主机配置 CI #8: Commit ea44b21 pushed by dabaicai920
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用户端个人中心「API Key」自助管理：签发绑定本人的 PAT 对外授权，不再暴露登录 JWT CI #7: Commit a8b1088 pushed by jooler
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Merge fix/agent-stuck-thinking: 修复智能体对话一直"思考中"(流终止兜底+运维端LLM配置) CI #6: Commit 01428a7 pushed by jooler
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智能体容器沙箱（P5.5a）：docker provider 每 env 一容器硬隔离；会话绑定项目目录 CI #5: Commit 4e38f26 pushed by jooler
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部署与开发体验:deploy.sh 全量依赖安装;dev.sh 实时 FastAPI 日志跟踪 CI #4: Commit 3c755d6 pushed by jooler
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部署与文档:agent 服务编排/内部令牌修正/P5 文档 CI #3: Commit 2c4894e pushed by jooler
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测试：图谱集成测试与仓库根 .env 解耦（测试确定性） CI #2: Commit ba5b76b pushed by jooler
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首轮开发完毕 CI #1: Commit a7255fe pushed by jooler
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