AI Legal Consultation Assistant
Integrates with Baidu AI Search to retrieve public web search results and citations for handling non-labor-law questions.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@AI Legal Consultation Assistant公司无故辞退我,能拿赔偿金吗?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
AI 法律咨询智能助手
这是一个已接入 Codex Skill/MCP 的证据型法律咨询项目。它复刻了原文心工作流的两层路由:先优化问题并识别劳动法意图,再进入劳动法知识库或公网检索分支;所有回答都保留引用、降级原因和调用追踪信息。网页入口为「法律法规智能查询」,核心工作流可在 Codex / MCP / 脚本中复用。
已复刻的工作流
原工作流节点 | 本项目实现 |
查询优化 | DeepSeek V4 Flash;失败时使用规范化原问题 |
意图识别 | 模型仅输出劳动法“是/否”;失败时使用显式关键词规则并标记降级 |
嵌套工作流 | 二次优化知识库查询,检索《劳动法》《劳动合同法》,基于证据回答 |
公网搜索 | 调用可配置的 HTTP 搜索接口,基于搜索证据与链接回答 |
选择器 | 劳动法进入知识库,其他问题进入公网;知识库异常可配置转公网 |
输出 |
|
完整节点与异常语义见 docs/workflow-spec.md。产品需求见 docs/PRD.md,接口契约见 .agents/skills/consult-chinese-labor-law/references/workflow-contract.md。
Related MCP server: korean-engineering-mcp
启动网站
将
.env.example复制为.env.local。填写
DEEPSEEK_API_KEY。处理非劳动法问题时,还需填写百度 AI 搜索的PUBLIC_SEARCH_API_KEY。安装依赖并启动:
npm install
npm --prefix plugins/ai-legal-consultant/server/node install
npm run dev打开 http://localhost:3001。
LEGAL_WORKFLOW_MODE 支持三种模式:
custom:强制使用本项目复刻的 DeepSeek/知识库/公网工作流。wenxin:保留并强制使用原文心 Conversation API。auto:有 DeepSeek Key 时使用新工作流;否则在文心凭据存在时继续使用原接口。
未配置远程知识库时,劳动法分支自动使用项目内两部法律的本地快照。百度搜索 Key 未配置时,非劳动法分支会明确报告配置缺失,不会让模型凭记忆猜测。
在 Codex 中调用
项目级 Skill 位于 .agents/skills/consult-chinese-labor-law。重新打开本项目或开始一个新任务后,可直接说:
$consult-chinese-labor-law 公司拖欠三个月工资,我应该如何维权?Skill 优先调用 MCP 工具 consult_legal_question;MCP 不可用时,会退回项目内 Node.js 脚本。可分发插件位于 plugins/ai-legal-consultant,本地插件市场清单位于 .agents/plugins/marketplace.json。
直接调用函数
Node.js:
import { createWorkflowFromEnv } from "./plugins/ai-legal-consultant/server/node/index.mjs";
const result = await createWorkflowFromEnv().consult("公司拖欠工资怎么办?");
console.log(result.answer, result.citations);Python:
cd plugins/ai-legal-consultant/server/python
python -m pip install -e .from legal_workflow import create_workflow_from_env
result = create_workflow_from_env().consult("公司拖欠工资怎么办?")
print(result.answer, result.citations)配置接口
DEEPSEEK_API_KEY:DeepSeek API Key。DEEPSEEK_MODEL:默认deepseek-v4-flash。LEGAL_KB_URL/LEGAL_KB_API_KEY:可选远程知识库 HTTP 适配器。PUBLIC_SEARCH_PROVIDER:本项目固定为baidu。PUBLIC_SEARCH_URL:百度官方接口https://qianfan.baidubce.com/v2/ai_search/web_summary;不要填写百度网页首页。PUBLIC_SEARCH_API_KEY:百度千帆 AI 搜索 API Key,与 DeepSeek Key 分开。LEGAL_ALLOW_WEB_FALLBACK_ON_KB_ERROR:知识库发生异常时是否转公网;知识库正常但无结果时不会静默改道。
接口契约和请求/响应 JSON 见 工作流契约。不要提交 .env.local 或任何真实密钥。
验证
npm test
npm run lint
cd plugins/ai-legal-consultant/server/python
$env:PYTHONPATH="src"
python -m unittest discover -s tests -vNode 测试同时覆盖 MCP 真实进程握手和工具调用。回答仅供法律信息参考,不构成正式法律意见。
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