diff --git a/docs/references/http_api_reference.md b/docs/references/http_api_reference.md
index 10eebfe8a..f7f8f7cdb 100644
--- a/docs/references/http_api_reference.md
+++ b/docs/references/http_api_reference.md
@@ -1,5 +1,5 @@
----
 sidebar_position: 0
+
 slug: /http_api_reference
 ---
 
@@ -63,7 +63,7 @@ curl --request POST \
   - Case-insensitive.
 
 - `"avatar"`: (*Body parameter*), `string`  
-    Base64 encoding of the avatar.
+  Base64 encoding of the avatar.
 
 - `"description"`: (*Body parameter*), `string`  
   A brief description of the dataset to create.
@@ -92,7 +92,7 @@ curl --request POST \
   - `"picture"`: Picture
   - `"one"`: One
   - `"knowledge_graph"`: Knowledge Graph  
-    Ensure that you have your LLM properly set in 
+    Ensure your LLM is properly configured on the **Settings** page before selecting this. Please note that Knowledge Graph consumes a large number of Tokens!
   - `"email"`: Email
 
 - `"parser_config"`: (*Body parameter*), `object`  
@@ -373,7 +373,7 @@ Success:
     ]
 }
 ```
-  
+
 Failure:
 
 ```json
@@ -522,7 +522,8 @@ curl --request PUT \
   - `"presentation"`: Presentation
   - `"picture"`: Picture
   - `"one"`: One
-  - `"knowledge_graph"`: Knowledge Graph
+  - `"knowledge_graph"`: Knowledge Graph  
+    Ensure your LLM is properly configured on the **Settings** page before selecting this. Please note that Knowledge Graph consumes a large number of Tokens!
   - `"email"`: Email
 - `"parser_config"`: (*Body parameter*), `object`  
   The configuration settings for the dataset parser. The attributes in this JSON object vary with the selected `"chunk_method"`:  
@@ -550,7 +551,7 @@ Success:
     "code": 0
 }
 ```
-  
+
 Failure:
 
 ```json
@@ -811,7 +812,7 @@ Success:
     "code": 0
 }
 ```
-  
+
 Failure:
 
 ```json
@@ -868,7 +869,7 @@ Success:
     "code": 0
 }
 ```
-  
+
 Failure:
 
 ```json
@@ -1050,7 +1051,7 @@ Success:
     }
 }
 ```
-  
+
 Failure:
 
 ```json
@@ -1388,6 +1389,7 @@ curl --request POST \
   - `"opener"`: `string` The opening greeting for the user. Defaults to `"Hi! I am your assistant, can I help you?"`.
   - `"show_quote`: `boolean` Indicates whether the source of text should be displayed. Defaults to `true`.
   - `"prompt"`: `string` The prompt content.
+
 ### Response
 
 Success:
@@ -1470,7 +1472,7 @@ Updates configurations for a specified chat assistant.
   - `"dataset_ids"`: `list[string]`
   - `"llm"`: `object`
   - `"prompt"`: `object`
-  
+
 #### Request example
 
 ```bash
@@ -2099,4 +2101,4 @@ Failure:
     "code": 102,
     "message": "Please input your question."
 }
-```
+```
\ No newline at end of file
diff --git a/docs/references/python_api_reference.md b/docs/references/python_api_reference.md
index 3a1b7093b..2ba820c3d 100644
--- a/docs/references/python_api_reference.md
+++ b/docs/references/python_api_reference.md
@@ -1,5 +1,5 @@
----
 sidebar_position: 1
+
 slug: /python_api_reference
 ---
 
@@ -79,7 +79,8 @@ The chunking method of the dataset to create. Available options:
 - `"presentation"`: Presentation
 - `"picture"`: Picture
 - `"one"`: One
-- `"knowledge_graph"`: Knowledge Graph
+- `"knowledge_graph"`: Knowledge Graph  
+  Ensure your LLM is properly configured on the **Settings** page before selecting this. Please note that Knowledge Graph consumes a large number of Tokens!
 - `"email"`: Email
 
 #### parser_config
@@ -249,7 +250,8 @@ A dictionary representing the attributes to update, with the following keys:
   - `"presentation"`: Presentation
   - `"picture"`: Picture
   - `"one"`: One
-  - `"knowledge_graph"`: Knowledge Graph
+  - `"knowledge_graph"`: Knowledge Graph  
+    Ensure your LLM is properly configured on the **Settings** page before selecting this. Please note that Knowledge Graph consumes a large number of Tokens!
 
 ### Returns
 
@@ -331,7 +333,8 @@ A dictionary representing the attributes to update, with the following keys:
   - `"presentation"`: Presentation
   - `"picture"`: Picture
   - `"one"`: One
-  - `"knowledge_graph"`: Knowledge Graph
+  - `"knowledge_graph"`: Knowledge Graph  
+    Ensure your LLM is properly configured on the **Settings** page before selecting this. Please note that Knowledge Graph consumes a large number of Tokens!
   - `"email"`: Email
 - `"parser_config"`: `dict[str, Any]` The parsing configuration for the document. Its attributes vary based on the selected `"chunk_method"`:
   - `"chunk_method"`=`"naive"`: