diff --git a/_sources/vast_datastore/kafka_connect.md b/_sources/vast_datastore/kafka_connect.md
index 8e93ff88..921a2a75 100644
--- a/_sources/vast_datastore/kafka_connect.md
+++ b/_sources/vast_datastore/kafka_connect.md
@@ -179,11 +179,14 @@ finally:
 ```python
 from kafka import KafkaProducer  
 import json  
+
 num_of_messages = # Complete - the amount of messages to topic (can be also 1)  
 data = {"name": "something"}  
 producer = KafkaProducer(bootstrap_servers='<YOUR_CLIENT_IP>:9092', value_serializer=lambda v: json.dumps(v).encode('utf-8'))  
+
 for i in range (1,num_of_messages):  
-    producer.send('<YOUR_TOPIC_NAME>', data)  
+    producer.send('<YOUR_TOPIC_NAME>', data)
+    
 producer.flush()
 
 print("Message sent to Kafka topic")
diff --git a/vast_datastore/kafka_connect.html b/vast_datastore/kafka_connect.html
index c5a1a097..75f62702 100644
--- a/vast_datastore/kafka_connect.html
+++ b/vast_datastore/kafka_connect.html
@@ -695,11 +695,14 @@ <h2>Creating new topic<a class="headerlink" href="#creating-new-topic" title="Li
 <h2>Produce messages to topic<a class="headerlink" href="#produce-messages-to-topic" title="Link to this heading">#</a></h2>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">kafka</span> <span class="kn">import</span> <span class="n">KafkaProducer</span>  
 <span class="kn">import</span> <span class="nn">json</span>  
+
 <span class="n">num_of_messages</span> <span class="o">=</span> <span class="c1"># Complete - the amount of messages to topic (can be also 1)  </span>
 <span class="n">data</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;something&quot;</span><span class="p">}</span>  
 <span class="n">producer</span> <span class="o">=</span> <span class="n">KafkaProducer</span><span class="p">(</span><span class="n">bootstrap_servers</span><span class="o">=</span><span class="s1">&#39;&lt;YOUR_CLIENT_IP&gt;:9092&#39;</span><span class="p">,</span> <span class="n">value_serializer</span><span class="o">=</span><span class="k">lambda</span> <span class="n">v</span><span class="p">:</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">))</span>  
+
 <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="n">num_of_messages</span><span class="p">):</span>  
-    <span class="n">producer</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="s1">&#39;&lt;YOUR_TOPIC_NAME&gt;&#39;</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span>  
+    <span class="n">producer</span><span class="o">.</span><span class="n">send</span><span class="p">(</span><span class="s1">&#39;&lt;YOUR_TOPIC_NAME&gt;&#39;</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span>
+    
 <span class="n">producer</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span>
 
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Message sent to Kafka topic&quot;</span><span class="p">)</span>