diff --git a/skf/api/chatbot/dataset_prepare/data.py b/skf/api/chatbot/dataset_prepare/data.py
index 07fa0050f..8ee40fdfd 100644
--- a/skf/api/chatbot/dataset_prepare/data.py
+++ b/skf/api/chatbot/dataset_prepare/data.py
@@ -35,7 +35,7 @@ def desc_sol_data():
 	a=data['items']
 	for i,value in enumerate(a):
 		file_des_sol.write("{\n")
-		file_des_sol.write('"kbId": '+str(a[i]['kbID'])+",\n")
+		file_des_sol.write('"kbId": '+str(a[i]['kb_id'])+",\n")
 		file_des_sol.write('"title": "'+ a[i]['title']+'",\n')
 		y=a[i]['content']
 		y=y.replace("\n\n","")
@@ -43,6 +43,8 @@ def desc_sol_data():
 		y=y.replace("\n"," ")
 		y=y.split("Solution:")
 		y[0]=y[0].split("Description:")
+		print(a[i]['kb_id'])
+		print(json.dumps(y[0][1]))
 		file_des_sol.write('"Description": '+json.dumps(y[0][1])+",\n")
 		if (i+1)<len(a):
 			file_des_sol.write('"Solution": '+json.dumps(y[1])+"\n},\n")
diff --git a/skf/markdown/knowledge_base/266-knowledge_base--Tabnabbing--.md b/skf/markdown/knowledge_base/266-knowledge_base--Tabnabbing--.md
index 8a504c640..4c55a48cc 100644
--- a/skf/markdown/knowledge_base/266-knowledge_base--Tabnabbing--.md
+++ b/skf/markdown/knowledge_base/266-knowledge_base--Tabnabbing--.md
@@ -3,8 +3,7 @@
 Reverse tabnabbing is an attack where a page linked from the target page is able to rewrite that page, 
 for example to replace it with a phishing site. As the user was originally on the correct page they are 
 less likely to notice that it has been changed to a phishing site, especially it the site looks the same as the target. 
-If the user authenticates to this new page then their credentials (or other sensitive data) are sent to the phishing site 
-rather than the legitimate one.
+If the user authenticates to this new page then their credentials (or other sensitive data) are sent to the phishing site rather than the legitimate one.
 
 As well as the target site being able to overwrite the target page, any http link can be spoofed to overwrite the target 
 page if the user is on an unsecured network, for example a public wifi hotspot. The attack is possible even if the target 
@@ -37,5 +36,4 @@ link or javascript to open a window (or tab) then use this configuration to maxi
   }
   
 Add the HTTP response header Referrer-Policy: no-referrer the every HTTP responses send by the application
-(Header Referrer-Policy information). This configuration will ensure that no referrer information is sent 
-along with requests from page.
+(Header Referrer-Policy information). This configuration will ensure that no referrer information is sent along with requests from page.
diff --git a/skf/markdown/knowledge_base/267-knowledge_base--Server_side_template_injection--.md b/skf/markdown/knowledge_base/267-knowledge_base--Server_side_template_injection--.md
index 3db0d3597..3a96249b1 100644
--- a/skf/markdown/knowledge_base/267-knowledge_base--Server_side_template_injection--.md
+++ b/skf/markdown/knowledge_base/267-knowledge_base--Server_side_template_injection--.md
@@ -1,4 +1,4 @@
-## Description
+## Description:
 
 Whenever user supplied input is embeded directly into a template when the application
 makes use of a templeating engine (jinja2, twig, Freemarker), a malicious attacker can inject 
@@ -9,7 +9,7 @@ This type of vulnerability is also seen a lot through applications that let the
 modify the template to provide users a more flexible way to style the applications pages like
 a wiki page or CMS system.
 
-## Solution
+## Solution:
 
 User supplied input should never be used directly into a template that uses a templating engine.
 The following example is a small python flask function that renders user supplied input 
diff --git a/skf/markdown/knowledge_base/269-knowledge_base--Type_checking_and_length_checking--.md b/skf/markdown/knowledge_base/269-knowledge_base--Type_checking_and_length_checking--.md
index 537f465d9..177db1eb4 100644
--- a/skf/markdown/knowledge_base/269-knowledge_base--Type_checking_and_length_checking--.md
+++ b/skf/markdown/knowledge_base/269-knowledge_base--Type_checking_and_length_checking--.md
@@ -1,4 +1,4 @@
-## Description
+## Description:
 
 Type checking, length checking and whitelisting is an essential in defense in depth strategie to make
 your application more resiliant against input injection attacks.
@@ -16,7 +16,7 @@ the $_GET['id'] parameter was indeed as expected an integer and rejected if this
 the attack would effectively been mitigated.
 
 
-## Solution
+## Solution:
 
 All the user supplied input that works outside of the intended opteration of the application
 should be rejected by the application.