add keywords_must and keywords_forbid

data/1.Neo4j 初阶/1.图数据库基本概念/1.数据库的分类一览/config.json

 {
-    "node_id": "neo4j-0261ccb903994df281a2ec606b5d8c9e",
-    "keywords": ["数据库", "图数据库", "NoSQL"],
-    "children": [],
-    "export": [
-        "databases.json",
-        "graph.json"
-    ]
+  "node_id": "neo4j-0261ccb903994df281a2ec606b5d8c9e",
+  "keywords": [
+    "数据库",
+    "图数据库",
+    "NoSQL"
+  ],
+  "children": [],
+  "export": [
+    "databases.json",
+    "graph.json"
+  ],
+  "keywords_must": [["数据库", "分类"]],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/1.数据库的分类一览/databases.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "databases.md",
-    "notebook_enable": false,
-    "exercise_id": "d22f8fb9ed0d4afebe55d5b62abb7808"
+  "type": "code_options",
+  "author": "shiny",
+  "source": "databases.md",
+  "notebook_enable": false,
+  "exercise_id": "d22f8fb9ed0d4afebe55d5b62abb7808"
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/1.数据库的分类一览/graph.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "graph.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "graph.md",
+  "notebook_enable": false,
+  "exercise_id": "36501d0dd64b4da4b671659204503e2b"
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/2.什么是图数据库及使用场景/config.json

 {
   "node_id": "neo4j-0ee8cb8ccd6f4a59bc20f9ccbf7d627e",
-  "keywords": ["图数据结构", "七桥问题", "一笔画", "关联关系", "原生图存储", "属性图", "顶点", "节点", "边", "关系"],
+  "keywords": [
+    "图数据结构",
+    "七桥问题",
+    "一笔画",
+    "关联关系",
+    "原生图存储",
+    "属性图",
+    "顶点",
+    "节点",
+    "边",
+    "关系"
+  ],
   "children": [],
   "export": [
     "graphdatabase.json",
     "usecases.json"
-  ]
+  ],
+  "keywords_must": ["使用场景", "图数据库"],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/2.什么是图数据库及使用场景/graphdatabase.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "graphdatabase.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "graphdatabase.md",
+  "notebook_enable": false,
+  "exercise_id": "0ca573a3f43941eaa290adcc5c385f4e"
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/2.什么是图数据库及使用场景/usecases.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "usecases.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "usecases.md",
+  "notebook_enable": false,
+  "exercise_id": "a9d1bf7ecc83426a964e1d7002c70cf3"
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/3.Neo4j 图数据平台概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j图数据平台", "OLTP", "OLAP", "融合数据库"],
-    "export": [
-        "neo4j.json"
-      ]
+  "node_id": "neo4j-91aacec1f12b4b3ca5fdd76368939a2e",
+  "keywords": [
+    "Neo4j图数据平台",
+    "OLTP",
+    "OLAP",
+    "融合数据库"
+  ],
+  "export": [
+    "neo4j.json"
+  ],
+  "keywords_must": [
+    "平台"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/3.Neo4j 图数据平台概览/neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "36aad84a55654bf7bb801692d3b13ce5"
 }
\ No newline at end of file

data/1.Neo4j 初阶/1.图数据库基本概念/config.json

 {
   "node_id": "neo4j-a42252d5f8c24548bde127a385850a76",
-  "keywords": ["图数据库", "Neo4j", "NoSQL", "图数据平台", "图问题"]
+  "keywords": [
+    "图数据库",
+    "Neo4j",
+    "NoSQL",
+    "图数据平台",
+    "图问题"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/2.Neo4j 版本和安装/1.Neo4j 版本一览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j", "Neo4j 安装", "Neo4j 启动", "下载 Neo4j"],
-    "exports": ["neo4j-dist.json"]
+  "node_id": "neo4j-aa42064798cb4fe9b1b7c64af84c2785",
+  "keywords": [
+    "Neo4j",
+    "Neo4j 安装",
+    "Neo4j 启动",
+    "下载 Neo4j"
+  ],
+  "exports": [
+    "neo4j-dist.json"
+  ],
+  "keywords_must": [
+    "版本"
+  ],
+  "keywords_forbid": [],
+  "export": [
+    "neo4j-dist.json"
+  ]
 }
\ No newline at end of file

data/1.Neo4j 初阶/2.Neo4j 版本和安装/1.Neo4j 版本一览/neo4j-dist.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-dist.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-dist.md",
+  "notebook_enable": false,
+  "exercise_id": "3f103f993ad54437818e5f2a35efdf01"
 }
\ No newline at end of file

data/1.Neo4j 初阶/2.Neo4j 版本和安装/2.首次使用Neo4j/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j新手", "Neo4j启动", "Neo4j查询"],
-    "export": ["hello-neo4j.json"]
+  "node_id": "neo4j-b71d04d8f05b45f1b0f83da9990e1afb",
+  "keywords": [
+    "Neo4j新手",
+    "Neo4j启动",
+    "Neo4j查询"
+  ],
+  "export": [
+    "hello-neo4j.json"
+  ],
+  "keywords_must": [
+    "使用",
+    "启动",
+    "查询"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/2.Neo4j 版本和安装/2.首次使用Neo4j/hello-neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "hello-neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "hello-neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "48f030b2d20742cd98e6c0645041f4e8"
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/1.创建并启动数据库/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j创建数据库", "Neo4j启动"],
-    "export": ["start-neo4j.json"]
+  "node_id": "neo4j-c7644bbf431a4819b8836b5a3e6566c6",
+  "keywords": [
+    "Neo4j创建数据库",
+    "Neo4j启动"
+  ],
+  "export": [
+    "start-neo4j.json"
+  ],
+  "keywords_must": [
+    "创建",
+    "启动"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/1.创建并启动数据库/start-neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "start-neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "start-neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "246b1799efee4f789cebebfb9d11eef8"
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/2.使用Neo4j Browser连接数据库/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j Browser", "Neo4j 数据库管理", "Neo4j 查询"],
-    "export": ["neo4j-browser.json"]
+  "node_id": "neo4j-b232ce2a48fe46ffb30f7421c7f717b4",
+  "keywords": [
+    "Neo4j Browser",
+    "Neo4j 数据库管理",
+    "Neo4j 查询"
+  ],
+  "export": [
+    "neo4j-browser.json"
+  ],
+  "keywords_must": [
+    "连接"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/2.使用Neo4j Browser连接数据库/neo4j-browser.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-browser.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-browser.md",
+  "notebook_enable": false,
+  "exercise_id": "cca3ecc32c5c4e7fa8123a9e1234473d"
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/3.使用Cypher查询数据/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 查询语言", "Cypher", "Cypher QL"],
-    "export": ["cypher.json"]
+  "node_id": "neo4j-4cebd6fcb5744c0599ff0c97df6936d4",
+  "keywords": [
+    "Neo4j 查询语言",
+    "Cypher",
+    "Cypher QL"
+  ],
+  "export": [
+    "cypher.json"
+  ],
+  "keywords_must": [
+    "查询"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/3.使用Cypher查询数据/cypher.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "cypher.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "cypher.md",
+  "notebook_enable": false,
+  "exercise_id": "fe8ea6e4364e4ddc8d182adc03d34be9"
 }
\ No newline at end of file

data/1.Neo4j 初阶/3.Neo4j 基本使用/config.json

 {
-    "node_id": "",
-    "keywords": []
+  "node_id": "neo4j-33d47a5e972049e68c15b654fe3b8461",
+  "keywords": [],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/1.Neo4j 初阶/config.json

 {
   "node_id": "neo4j-5e171793d38e49e784f544a9f80d09cb",
-  "keywords": ["图数据库", "Neo4j", "Cypher", "Graph", "Graph Database"]
+  "keywords": [
+    "图数据库",
+    "Neo4j",
+    "Cypher",
+    "Graph",
+    "Graph Database"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/1.Cypher查询语言/1.Cypher查询语言入门/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 查询语言", "Cypher", "图遍历", "查询语言"],
-    "export": ["more-cypher.json"]
+  "node_id": "neo4j-f7bc064aa5aa40e8b94ec3e73719ca8f",
+  "keywords": [
+    "Neo4j 查询语言",
+    "Cypher",
+    "图遍历",
+    "查询语言"
+  ],
+  "export": [
+    "more-cypher.json"
+  ],
+  "keywords_must": [
+    [
+      "cypher",
+      "查询"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/1.Cypher查询语言/1.Cypher查询语言入门/more-cypher.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "more-cypher.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "more-cypher.md",
+  "notebook_enable": false,
+  "exercise_id": "83b0c3cafdf14fe1add2f62ccf97a749"
 }
\ No newline at end of file

data/2.Neo4j 中阶/1.Cypher查询语言/2.Cypher和SQL的对比/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 查询语言", "Cypher", "图遍历", "查询语言", "SQL"],
-    "export": ["cypher-sql.json"]
+  "node_id": "neo4j-c40c176ad90d4ebb87d0dec9e7854b65",
+  "keywords": [
+    "Neo4j 查询语言",
+    "Cypher",
+    "图遍历",
+    "查询语言",
+    "SQL"
+  ],
+  "export": [
+    "cypher-sql.json"
+  ],
+  "keywords_must": [
+    "对比"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/1.Cypher查询语言/2.Cypher和SQL的对比/cypher-sql.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "cypher-sql.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "cypher-sql.md",
+  "notebook_enable": false,
+  "exercise_id": "275e925f56e74e8aa5f0d4a75a6fb8ee"
 }
\ No newline at end of file

data/2.Neo4j 中阶/1.Cypher查询语言/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 查询语言", "Cypher", "图遍历", "查询语言"]
+  "node_id": "neo4j-25859878ee31456192368d606438a162",
+  "keywords": [
+    "Neo4j 查询语言",
+    "Cypher",
+    "图遍历",
+    "查询语言"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/1.图数据建模指南/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 查询语言", "Cypher", "图遍历", "查询语言"],
-    "export": ["graph-data-modeling.json"]
+  "node_id": "neo4j-82c02a7e9cde4e6c8dd27132c77b3654",
+  "keywords": [
+    "Neo4j 查询语言",
+    "Cypher",
+    "图遍历",
+    "查询语言"
+  ],
+  "export": [
+    "graph-data-modeling.json"
+  ],
+  "keywords_must": [
+    "建模"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/1.图数据建模指南/graph-data-modeling.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "graph-data-modeling.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "graph-data-modeling.md",
+  "notebook_enable": false,
+  "exercise_id": "5d85cf1b0654450184961ae3a181df4a"
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/2.图数据模型设计/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 建模", "图数据模型设计", "Data Modeling"],
-    "export": ["model-design.json"]
+  "node_id": "neo4j-7cdcf31ebe614b64813f45a28608d2a4",
+  "keywords": [
+    "Neo4j 建模",
+    "图数据模型设计",
+    "Data Modeling"
+  ],
+  "export": [
+    "model-design.json"
+  ],
+  "keywords_must": [
+    "模型设计"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/2.图数据模型设计/model-design.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "model-design.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "model-design.md",
+  "notebook_enable": false,
+  "exercise_id": "1b327f2653e34e6cbca23e1da0f9de8a"
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/3.从关系型数据到图数据模型/config.json

 {
-    "node_id": "",
-    "keywords": ["关系型数据库", "迁移到图数据库", "图数据建模"],
-    "export": ["rdbms-graphdb.json"]
+  "node_id": "neo4j-91aecb169a9c4f56b23e1883731a8575",
+  "keywords": [
+    "关系型数据库",
+    "迁移到图数据库",
+    "图数据建模"
+  ],
+  "export": [
+    "rdbms-graphdb.json"
+  ],
+  "keywords_must": [
+    [
+      "关系",
+      "图"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/3.从关系型数据到图数据模型/rdbms-graphdb.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "rdbms-graphdb.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "rdbms-graphdb.md",
+  "notebook_enable": false,
+  "exercise_id": "150bf55be3944c1192b2316c0dfed391"
 }
\ No newline at end of file

data/2.Neo4j 中阶/2.图数据建模/config.json

 {
-    "node_id": "",
-    "keywords": ["图数据建模", "Neo4j数据建模", "Graph Data Modeling"]
+  "node_id": "neo4j-47fb54e719c9440297d83defafd54407",
+  "keywords": [
+    "图数据建模",
+    "Neo4j数据建模",
+    "Graph Data Modeling"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/1.从CSV文件中导入/config.json

 {
-    "node_id": "",
-    "keywords": ["数据导入", "ETL", "LOAD CSV", "Neo4j数据导入"],
-    "export": ["load-csv.json"]
+  "node_id": "neo4j-24af19b9cfc441709ddeb797878def5c",
+  "keywords": [
+    "数据导入",
+    "ETL",
+    "LOAD CSV",
+    "Neo4j数据导入"
+  ],
+  "export": [
+    "load-csv.json"
+  ],
+  "keywords_must": [
+    [
+      "csv",
+      "导入"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/1.从CSV文件中导入/load-csv.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "load-csv.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "load-csv.md",
+  "notebook_enable": false,
+  "exercise_id": "31abb3e0d6b3427290073a78eb0025fd"
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/2.从API接口中导入/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j数据导入", "APOC"],
-    "export": ["load-api.json"]
+  "node_id": "neo4j-ae5e535dd1ad41fa9e08c74ec20fd4a6",
+  "keywords": [
+    "Neo4j数据导入",
+    "APOC"
+  ],
+  "export": [
+    "load-api.json"
+  ],
+  "keywords_must": [
+    [
+      "api",
+      "导入"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/2.从API接口中导入/load-api.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "load-api.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "load-api.md",
+  "notebook_enable": false,
+  "exercise_id": "0551492ffa524fc18f37180e50e93fb2"
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/3.从关系型数据库导入/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j数据导入", "关系数据库到图数据库", "图数据模型"],
-    "export": ["load-rdbms.json"]
+  "node_id": "neo4j-0258786c1b5a4e178e8d85d4d6159b87",
+  "keywords": [
+    "Neo4j数据导入",
+    "关系数据库到图数据库",
+    "图数据模型"
+  ],
+  "export": [
+    "load-rdbms.json"
+  ],
+  "keywords_must": [
+    [
+      "关系",
+      "导入"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/3.从关系型数据库导入/load-rdbms.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "load-rdbms.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "load-rdbms.md",
+  "notebook_enable": false,
+  "exercise_id": "f7580deb5f7a4c5e8b2d01294e8dc30c"
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/4.数据导入工具/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j数据导入", "ETL", "数据导入工具"],
-    "export": ["data-importer.json"]
+  "node_id": "neo4j-ceceb89ee84a4dacb69829041a7dc41a",
+  "keywords": [
+    "Neo4j数据导入",
+    "ETL",
+    "数据导入工具"
+  ],
+  "export": [
+    "data-importer.json"
+  ],
+  "keywords_must": [
+    "导入工具"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/4.数据导入工具/data-importer.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "data-importer.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "data-importer.md",
+  "notebook_enable": false,
+  "exercise_id": "83cb0f14223f4e73a9359a3f1199f8c4"
 }
\ No newline at end of file

data/2.Neo4j 中阶/3.数据导入/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j数据导入", "图数据模型", "CSV", "ETL", "数据映射"]
+  "node_id": "neo4j-fbe570e7ee9f44d1b8e967b3d00d1b5b",
+  "keywords": [
+    "Neo4j数据导入",
+    "图数据模型",
+    "CSV",
+    "ETL",
+    "数据映射"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/1.客户端驱动程序/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j 客户端", "Neo4j 驱动", "Java", "Python", ".NET"],
-    "export": ["neo4j-driver.json"]
+  "node_id": "neo4j-12cd2a7c435946669fe6cc8e90be1da3",
+  "keywords": [
+    "Neo4j 客户端",
+    "Neo4j 驱动",
+    "Java",
+    "Python",
+    ".NET"
+  ],
+  "export": [
+    "neo4j-driver.json"
+  ],
+  "keywords_must": [
+    "驱动"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/1.客户端驱动程序/neo4j-driver.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-driver.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-driver.md",
+  "notebook_enable": false,
+  "exercise_id": "00d4dcf6137c4f0bb46870b20920d665"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/2.GraphQL和全栈框架GRAND/config.json

 {
-    "node_id": "",
-    "keywords": ["GraphQL", "API", "GRAND", "全栈应用"],
-    "export": ["graphql.json", "grand-stack.json"]
+  "node_id": "neo4j-a14236fb465c4bccac0511cd7734b9ab",
+  "keywords": [
+    "GraphQL",
+    "API",
+    "GRAND",
+    "全栈应用"
+  ],
+  "export": [
+    "graphql.json",
+    "grand-stack.json"
+  ],
+  "keywords_must": [
+    [
+      "graphql",
+      "grand"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/2.GraphQL和全栈框架GRAND/grand-stack.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "grand-stack.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "grand-stack.md",
+  "notebook_enable": false,
+  "exercise_id": "07a1e35ee2cd4d25b2a7a6da000b3357"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/2.GraphQL和全栈框架GRAND/graphql.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "graphql.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "graphql.md",
+  "notebook_enable": false,
+  "exercise_id": "cac293cc84d14cdf876f78acaf1c43c0"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/3.Apache Spark连接器/config.json

 {
-    "node_id": "",
-    "keywords": ["Spark连接Neo4j", "Spark", "Neo4j"],
-    "export": ["spark-neo4j.json"]
+  "node_id": "neo4j-b547b45664c640c9bce53be32dc68a96",
+  "keywords": [
+    "Spark连接Neo4j",
+    "Spark",
+    "Neo4j"
+  ],
+  "export": [
+    "spark-neo4j.json"
+  ],
+  "keywords_must": [
+    [
+      "spark",
+      "连接器"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/3.Apache Spark连接器/spark-neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "spark-neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "spark-neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "5bda33cf05b745569bb51d7e838dedae"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/4.Apache Kafka连接器/config.json

 {
-    "node_id": "",
-    "keywords": ["Kafka连接Neo4j", "kafka", "neo4j"],
-    "export": ["kafka-neo4j.json"]
+  "node_id": "neo4j-af02cdbce04f44fbaaf2e1154517b7f8",
+  "keywords": [
+    "Kafka连接Neo4j",
+    "kafka",
+    "neo4j"
+  ],
+  "export": [
+    "kafka-neo4j.json"
+  ],
+  "keywords_must": [
+    [
+      "kafka",
+      "连接器"
+    ]
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/4.Apache Kafka连接器/kafka-neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "kafka-neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "kafka-neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "1030f71d11e34ded8f2c4134a27c7ffb"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/5.BI工具集成/bi-neo4j.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "bi-neo4j.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "bi-neo4j.md",
+  "notebook_enable": false,
+  "exercise_id": "444848ab49a343fb99e474be862cb7ea"
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/5.BI工具集成/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j BI", "商务智能", "Power BI", "Tableau"],
-    "export": ["bi-neo4j.json"]
+  "node_id": "neo4j-9df31419ae3f41ca93cffb9f435560c0",
+  "keywords": [
+    "Neo4j BI",
+    "商务智能",
+    "Power BI",
+    "Tableau"
+  ],
+  "export": [
+    "bi-neo4j.json"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/4.应用开发和集成/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j应用开发", "全栈应用", "GraphQL", "Spark", "Kafka", "BI"]
+  "node_id": "neo4j-0fcd86089ff7414eb9db7046d6a29a32",
+  "keywords": [
+    "Neo4j应用开发",
+    "全栈应用",
+    "GraphQL",
+    "Spark",
+    "Kafka",
+    "BI"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/2.Neo4j 中阶/config.json

 {
   "node_id": "neo4j-298b201de8044453a2d6e8d02e64962d",
-  "keywords": ["Cypher 查询语言", "图数据建模", "Neo4j数据导入", "Neo4j客户端驱动"]
+  "keywords": [
+    "Cypher 查询语言",
+    "图数据建模",
+    "Neo4j数据导入",
+    "Neo4j客户端驱动"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/1.图数据科学GDS概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j图数据科学", "GDS", "Graph Data Science", "图机器学习"],
-    "export": ["neo4j-gds.json"]
+  "node_id": "neo4j-865c0749e41640f0bdaee5ff98b4504b",
+  "keywords": [
+    "Neo4j图数据科学",
+    "GDS",
+    "Graph Data Science",
+    "图机器学习"
+  ],
+  "export": [
+    "neo4j-gds.json"
+  ],
+  "keywords_must": [
+    "gds"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/1.图数据科学GDS概览/neo4j-gds.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-gds.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-gds.md",
+  "notebook_enable": false,
+  "exercise_id": "e5b1cab6eb6e4ce189844c2585451b56"
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/2.图算法概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j图算法", "图算法", "Graph Algorithm"],
-    "export": ["neo4j-graph-algorithms.json"]
+  "node_id": "neo4j-2900c11c13c4434ab25b91676ae8339b",
+  "keywords": [
+    "Neo4j图算法",
+    "图算法",
+    "Graph Algorithm"
+  ],
+  "export": [
+    "neo4j-graph-algorithms.json"
+  ],
+  "keywords_must": [
+    "图算法"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/2.图算法概览/neo4j-graph-algorithms.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-graph-algorithms.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-graph-algorithms.md",
+  "notebook_enable": false,
+  "exercise_id": "911162a4e99b45248f21e67d8ff3b187"
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/3.图嵌入概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j图嵌入", "图嵌入", "图机器学习", "图深度学习"],
-    "export": ["neo4j-graph-embedding.json"]
+  "node_id": "neo4j-a11e1209c6184eb790a6f9c699977465",
+  "keywords": [
+    "Neo4j图嵌入",
+    "图嵌入",
+    "图机器学习",
+    "图深度学习"
+  ],
+  "export": [
+    "neo4j-graph-embedding.json"
+  ],
+  "keywords_must": [
+    "图嵌入"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/3.图嵌入概览/neo4j-graph-embedding.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-graph-embedding.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-graph-embedding.md",
+  "notebook_enable": false,
+  "exercise_id": "e819ce5fde3344e1b568c43eb22eb3c4"
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/4.自然语言处理NLP概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j NLP", "自然语言处理", "语言理解"],
-    "export": ["neo4j-nlp.json"]
+  "node_id": "neo4j-8c9c3e7daf954aeba04372b2dec14909",
+  "keywords": [
+    "Neo4j NLP",
+    "自然语言处理",
+    "语言理解"
+  ],
+  "export": [
+    "neo4j-nlp.json"
+  ],
+  "keywords_must": [
+    "nlp",
+    "自然语言处理"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/4.自然语言处理NLP概览/neo4j-nlp.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-nlp.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-nlp.md",
+  "notebook_enable": false,
+  "exercise_id": "1be1d75bd1294cab8ebf33c55935bcc8"
 }
\ No newline at end of file

data/3.Neo4j 高阶/1.图数据科学和机器学习/config.json

 {
-    "node_id": "",
-    "keywords": ["图数据科学", "Graph Data Science", "GDS", "图算法", "图嵌入", "图机器学习"]
+  "node_id": "neo4j-21e097aefbb9409b9da89e38c0fe9ac3",
+  "keywords": [
+    "图数据科学",
+    "Graph Data Science",
+    "GDS",
+    "图算法",
+    "图嵌入",
+    "图机器学习"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/1.企业版特性概览/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j企业版", "Neo4j集群", "Neo4j高可用", "Neo4j因果集群"],
-    "export": ["neo4j-enterprise.json"]
+  "node_id": "neo4j-a16726b018ed438d9ac8622a1262794d",
+  "keywords": [
+    "Neo4j企业版",
+    "Neo4j集群",
+    "Neo4j高可用",
+    "Neo4j因果集群"
+  ],
+  "export": [
+    "neo4j-enterprise.json"
+  ],
+  "keywords_must": [
+    "企业版"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/1.企业版特性概览/neo4j-enterprise.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-enterprise.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-enterprise.md",
+  "notebook_enable": false,
+  "exercise_id": "5ff644980f9f4b13890703eb3e9b8bf0"
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/2.系统监控/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j监控", "Neo4j运维", "Neo4j系统监控"],
-    "export": ["neo4j-monitor.json"]
+  "node_id": "neo4j-ddc368d36e2a4672b275cb4722f69f4b",
+  "keywords": [
+    "Neo4j监控",
+    "Neo4j运维",
+    "Neo4j系统监控"
+  ],
+  "export": [
+    "neo4j-monitor.json"
+  ],
+  "keywords_must": [
+    "系统监控"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/2.系统监控/neo4j-monitor.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-monitor.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-monitor.md",
+  "notebook_enable": false,
+  "exercise_id": "30aa7b63d4e74e629e6cf7f50ce1a505"
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/3.性能优化/config.json

 {
-    "node_id": "",
-    "keywords": ["Neo4j生产环境", "Neo4j DBA", "Neo4j性能调优"],
-    "export": ["neo4j-performance-tuning.json"]
+  "node_id": "neo4j-33d1829bba1d4d6390a42caca73e229f",
+  "keywords": [
+    "Neo4j生产环境",
+    "Neo4j DBA",
+    "Neo4j性能调优"
+  ],
+  "export": [
+    "neo4j-performance-tuning.json"
+  ],
+  "keywords_must": [
+    "性能优化"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/3.性能优化/neo4j-performance-tuning.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "neo4j-performance-tuning.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "neo4j-performance-tuning.md",
+  "notebook_enable": false,
+  "exercise_id": "f5edbfa62a50411eb22fc92e1ab390ef"
 }
\ No newline at end of file

data/3.Neo4j 高阶/2.Neo4j 企业版和系统运维/config.json

 {
-    "node_id": "",
-    "keywords": ["生产环境的Neo4j", "Neo4j服务端部署", "Neo4j数据库运维", "Neo4j DBA"]
+  "node_id": "neo4j-18e9e42347564c32b06d05de1c1fc21e",
+  "keywords": [
+    "生产环境的Neo4j",
+    "Neo4j服务端部署",
+    "Neo4j数据库运维",
+    "Neo4j DBA"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/3.图的行业应用/1.图应用架构设计/config.json

 {
-    "node_id": "",
-    "keywords": ["图数据行业应用", "Neo4j行业应用", "社交网络", "欺诈检测", "架构设计"],
-    "export": ["graph-arch.json"]
+  "node_id": "neo4j-dde108c0aec447a2a4dbc7551520b75d",
+  "keywords": [
+    "图数据行业应用",
+    "Neo4j行业应用",
+    "社交网络",
+    "欺诈检测",
+    "架构设计"
+  ],
+  "export": [
+    "graph-arch.json"
+  ],
+  "keywords_must": [
+    "应用"
+  ],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/3.图的行业应用/1.图应用架构设计/graph-arch.json

 {
-    "type": "code_options",
-    "author": "shiny",
-    "source": "graph-arch.md",
-    "notebook_enable": false
+  "type": "code_options",
+  "author": "shiny",
+  "source": "graph-arch.md",
+  "notebook_enable": false,
+  "exercise_id": "65967ef976274e32b8a00e8760938519"
 }
\ No newline at end of file

data/3.Neo4j 高阶/3.图的行业应用/config.json

 {
-    "node_id": "",
-    "keywords": ["图的行业应用", "图数据应用架构设计", "图数据平台行业解决方案"]
+  "node_id": "neo4j-f911fd4cad05427ca807d441c805813c",
+  "keywords": [
+    "图的行业应用",
+    "图数据应用架构设计",
+    "图数据平台行业解决方案"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/3.Neo4j 高阶/config.json

 {
   "node_id": "neo4j-b05c040c3bfe49e29f17397e9e16c7d4",
-  "keywords": ["图数据科学", "图算法", "图机器学习", "可解释的AI", "DBA", "行业应用"]
+  "keywords": [
+    "图数据科学",
+    "图算法",
+    "图机器学习",
+    "可解释的AI",
+    "DBA",
+    "行业应用"
+  ],
+  "keywords_must": [],
+  "keywords_forbid": []
 }
\ No newline at end of file

data/config.json

 {
   "tree_name": "neo4j",
-  "keywords": ["图数据库", "Neo4j", "图数据平台", "图机器学习", "图算法", "NoSQL", "Graph", "Graph Database", "Graph Data Science", "GDS"],
+  "keywords": [
+    "图数据库",
+    "Neo4j",
+    "图数据平台",
+    "图机器学习",
+    "图算法",
+    "NoSQL",
+    "Graph",
+    "Graph Database",
+    "Graph Data Science",
+    "GDS"
+  ],
   "node_id": "neo4j-50ecfa9d2d0f4012ae80a3656c0756ab",
   "keywords_must": [],
   "keywords_forbid": []