imbajin commented on code in PR #276:
URL: 
https://github.com/apache/incubator-hugegraph-ai/pull/276#discussion_r2154390552


##########
hugegraph-llm/README.md:
##########
@@ -103,9 +101,8 @@ graph systems and large language models.
 8. (__Optional__) offline download NLTK stopwords  
     ```bash
     python ./hugegraph_llm/operators/common_op/nltk_helper.py
-    ```
-> [!TIP]   
-> You can also refer to our 
[quick-start](https://github.com/apache/incubator-hugegraph-ai/blob/main/hugegraph-llm/quick_start.md)
 doc to understand how to use it & the basic query logic 🚧
+    ```   
+> **TIP:** You can also refer to our 
[quick-start](https://github.com/apache/incubator-hugegraph-ai/blob/main/hugegraph-llm/quick_start.md)
 doc to understand how to use it & the basic query logic 🚧

Review Comment:
   Same



##########
hugegraph-llm/README.md:
##########
@@ -15,41 +15,39 @@ graph systems and large language models.
 2.  Use natural language to operate graph databases (Gremlin/Cypher)
 3.  Knowledge graph supplements answer context (GraphRAG → Graph Agent)
 
+> **Note:** For the detailed documentation generated by AI, please visit our 
[DeepWiki](https://deepwiki.com/apache/incubator-hugegraph-ai) page.
+
 ## 2. Environment Requirements
-> [!IMPORTANT]
+> **Important:** 

Review Comment:
   revert here



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