Kryst4lDem0ni4s opened a new pull request, #186:
URL: https://github.com/apache/incubator-hugegraph-ai/pull/186

   After modifying the prompt configuration file 
(incubator-hugegraph-ai\hugegraph-llm\src\hugegraph_llm\config\prompt_config.py),
 the output has significantly improved.
   
   For the generic input and schema example, the output being generated now is:
   ```
   {
     "vertices": [
       {
         "id": "1:Sarah",
         "label": "person",
         "type": "vertex",
         "properties": {
           "name": "Sarah",
           "age": 30,
           "occupation": "attorney"
         }
       },
       {
         "id": "1:James",
         "label": "person",
         "type": "vertex",
         "properties": {
           "name": "James",
           "occupation": "journalist"
         }
       },
       {
         "id": "2:SarahsPlace",
         "label": "webpage",
         "type": "vertex",
         "properties": {
           "name": "SarahsPlace",
           "url": "www.sarahsplace.com"
         }
       }
     ],
     "edges": [
       {
         "id": 1,
         "label": "roommate",
         "type": "edge",
         "outV": "1:Sarah",
         "outVLabel": "person",
         "inV": "1:James",
         "inVLabel": "person",
         "properties": {
           "date": "2010"
         }
       },
       {
         "id": 2,
         "label": "link",
         "type": "edge",
         "outV": "2:SarahsPlace",
         "outVLabel": "webpage",
         "inV": "1:Sarah",
         "inVLabel": "person",
         "properties": {}
       }
     ]
   }
   
   ```
   from the previous errenous output:
    ```
   "vertices": [
       {
         "id": "1:person",
         "label": "person",
         "type": "vertex",
         "properties": {
           "name": "Sarah",
           "age": "30",
           "occupation": "attorney"
         }
       },
       {
         "id": "1:webpage",
         "label": "webpage",
         "type": "vertex",
         "properties": {
           "name": "www.sarahsplace.com",
           "url": "None"
         }
       }
     ],
     "edges": [
       {
         "label": "roommate",
         "type": "edge",
         "outV": "1:person",
         "outVLabel": "person",
         "inV": "1:webpage",
         "inVLabel": "webpage",
         "properties": {
           "date": "2010"
         }
       }
     ]
   }
   
   ```
   This significant improvement is possible by clearly outlining the data type 
and conditional requirements.
   Tested locally and through API.


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