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The API and ingestion tools now use a fixed internal model gateway while governed profiles, embedding cache assignments, traceable citations, and stable API errors establish the boundaries required by later workflows. Constraint: The current Alibaba Cloud workspace rejects all three live model calls with authentication failures Rejected: Give the API or seed tools the Bailian key and direct egress | combines database access, cloud credentials, and public network access Rejected: Mix offline and Bailian vectors in one demo namespace | makes profile activation and retrieval ambiguous Confidence: high Scope-risk: moderate Reversibility: clean Directive: Keep Bailian credentials and egress exclusive to model-gateway and create a new immutable profile hash for any embedding identity change Tested: make verify; 121 backend tests; 14 frontend tests; fresh and populated Alembic upgrade-downgrade-upgrade; two idempotent offline seeds; Docker health and HTTP retrieval; isolated provider smoke Not-tested: Successful live Bailian responses because the supplied workspace credential currently fails authentication
设计文档索引
当前进度
- Stage 0“仓库、安全和设计基线”已完成并推送。
- Stage 1“模型与数据库 PoC”正在进行。
- 当前整体里程碑仍约 12%，合理区间为 10%–15%；新增代码不在阶段验收前提前计入完成度。
- 00–03 的设计基线已完成；后端离线链路、20 条 synthetic 数据、React 离线演示和 Nginx 单入口已验收。
- 五层网络与独立
model-gateway已实现：只有该服务持百炼 Key/egress，API、seed、smoke 使用区分 API/Worker 身份的内部 token。 - FastAPI 应用工厂、稳定 Problem/trace 契约，以及
0002_model_profiles的 profile/cache/assignment/invocation/citation 迁移代码已落地。 - 真实
text-embedding-v4、qwen3-rerank、deepseek-v4-flash当前仍全部返回 401，真实百炼能力尚未验收。 - Stage 2 仍为
TODO：Worker 租约/fencing/reaper、上传入库、正式检索、grounded chat、评测和完整产品 UI 尚未完成。 - 后续状态、依赖、验收证据、工期和提交节点以 项目全生命周期 TODO 为准。
文档列表
| 文档 | 内容 | 状态 |
|---|---|---|
| 00-overall-design.md | 项目范围、总体架构、技术选型、接口、数据模型与 RAG 主流程 | 设计基线完成 |
| 01-data-and-evaluation.md | 语料治理、解析、验证集生成、向量入库测试和论文评测 | 设计基线完成 |
| 02-deployment-and-security.md | Docker Compose、配置、密钥、监控、备份和安全 | 设计基线完成 |
| 03-implementation-plan.md | 阶段计划、完成定义、测试与验收清单 | 设计基线完成 |
| 04-project-todo.md | 从当前状态到最终答辩、发布和归档的任务看板 | Stage 1 进行中 |
| 05-stage1-runbook.md | Secret 初始化、离线数据库/seed、真实三模型 smoke 和排障命令 | Stage 1 运行手册 |
| 06-frontend-demo-runbook.md | React/Nginx 离线检索演示、同源 API、开发与验收命令 | 离线前端运行手册 |
| adr/ | 不易逆转的架构决策记录 | 持续维护 |
文档中的工作空间地址统一使用 <workspace-id> 占位符；真实地址和凭证均属于部署配置，不写入仓库。
建议首次阅读按 00 → 01 → 02 → 03 → 04 的顺序；日常执行查看 04，数据库/模型 PoC 查看 05，React 演示查看 06。