From a4b5eac57e05aaaff1d0fcd548a5803d9d480222 Mon Sep 17 00:00:00 2001 From: LDX <30932762+plateauandsp@users.noreply.github.com> Date: Thu, 20 Aug 2026 17:43:13 +0800 Subject: [PATCH] =?UTF-8?q?=E5=8D=87=E7=BA=A7=E6=8A=80=E8=83=BD=20MaxKB=20?= =?UTF-8?q?RAG-QA=E6=8A=80=E8=83=BD=20=E8=87=B3=20v5.3=EF=BC=88=E5=8F=AA?= =?UTF-8?q?=E8=AF=BB=E6=B2=99=E7=AE=B1=E5=81=A5=E5=A3=AE=E6=80=A7=E4=BF=AE?= =?UTF-8?q?=E5=A4=8D=EF=BC=89?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...\345\272\223\346\243\200\347\264\242.tool" | Bin 42924 -> 50021 bytes tools/skill_maxkb_rag_qa/README.md | 303 ++++++++++-------- 2 files changed, 176 insertions(+), 127 deletions(-) diff --git "a/tools/skill_maxkb_rag_qa/1.0.0/\346\231\272\350\203\275MaxKB\347\237\245\350\257\206\345\272\223\346\243\200\347\264\242.tool" "b/tools/skill_maxkb_rag_qa/1.0.0/\346\231\272\350\203\275MaxKB\347\237\245\350\257\206\345\272\223\346\243\200\347\264\242.tool" index 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zsV)E;=2hH~m!EU+!0|kn`9YU60uSt(FWw$&%*T)4KLP(sKd$)rSCxzc74!Ly9_>5w?yg8`4xP*FR*Fyu zye*dKiW2l`)yy^oLi(T8pS*%biky_8C_Q&Q72m!iZeK$twt)9qgpch4as2V4ABpth zLw)eotV+J!BMlfsF37_tZ%6e36nXsrV^KsXm_;?!-5yhe;>X=S|N8dhk(H^8;UF^J z-oG&~nQ$|di^nmS`p0_h!?Az<&+|*m3@%mA#oL>&>P;?yUdo zG1@%8zbNtvxS$_?|KArie5;?&70((V(TE!O>M{E0{o_9?&p63eWlH?vbM`C`zI306 z=ss^&WeO?Q$+IO66YBD_y*$hFJZEDxzHcdy5bddLi}RN}G%Vv#d{#s3M}l`6O>t8X zO{Cd9>g?}WK5c6s@>jh!bS^vmbvN=+8>uKp{ z?ctlRVISJV+cj)tn}^|4!6_ZzAAQJ|?Lkryuka1+Q}{&F_5ZDJU(>7nsPB2UH(=_& zUf;<1Y_++Yvz$ynFVA9Zv~{EW!TOKwo(ox~3&%R#N}qW4G|&DP=kjBD-r6TK!r}dT z{U==H1^=iYY7fQy3R&r=edIS>`y~t42Q0EB&czx3=(217t*rm>`trANac-OUr#Q&` z_gP#wumAY^@>ATae7^1{wO5{l*O$NEEo@_jKtu(<$MySz*TmQ0_17=owRKRvkNww| zziQj(%Vsl`Uw`xZ_rHAo#p}yo#zph`&p-S3KX=@J{kMO5`R&hs`=6J8`H%nlv-`EkYQindsXn*aTDkG^WRZ`Y5bhve@;?sa`bM*yd#Al7@i>*VnFck2;%kS`}XYr tt_`>~A-p5`cNF`>h~X%K`LIFzt5^H= 结论:`init.py` 等命令在只读沙箱中可安全空跑不中断;真正检索(`search` / `get_section` / 动态发现)不受影响,与本地开发行为一致。 + +## 基础接口 + +### Search + +```python +from scripts.kbs import search +result = search("系统 A 部署失败如何排查", kb=None, verbose=False) +``` + +返回: + +- `hits`:候选证据; +- `rounds`:实际执行过的检索阶段; +- `failures`:调用失败信息。 + +### Agent 渐进式编排 + +```python +from scripts.agentic import agent_retrieve +result = agent_retrieve("系统 A 的 v1 和 v2 在权限与审计方面有什么差异?") +print(result["decision"]) +for evidence in result["evidence_pack"]["evidence"]: + print(evidence["doc"], evidence["content"]) +``` + +`agent_retrieve()` 不是另一套独立检索器,而是对 `search()` 的渐进式编排:首轮正常搜索,证据不足才升级到 Rewrite、范围扩展、Section/Context 或按缺口多步检索。 + +### 文档枚举 + +仅在确认“文档名就是业务实体”时使用: + +```python +from scripts.kbs import enum_documents +result = enum_documents("角色资料@默认工作空间", verbose=False) +``` + +### 小节与上下文 + +```python +from scripts.kbs import get_section, context +sections = get_section("系统文档@默认工作空间", "权限配置", context=1, doc="管理员手册") +blocks = context("系统文档@默认工作空间", "部署要求", radius=1, doc="安装指南") +``` + +## 目录 + +```text +maxkb-rag-qa/ +├── SKILL.md +├── README.md +├── .env.example +├── state.example.json +└── scripts/ + ├── init.py + ├── configure.py + ├── kbs_common.py + ├── kbs.py + ├── agentic.py + ├── answer.py + └── pick_kb.py +``` + +> 注:`.env`(含 API Key)与 `state.json`(已选知识库)为本地配置,不随技能包分发;分发时仅提供 `.env.example` / `state.example.json` 模板。`.cache/` 为运行时缓存,亦不纳入包。