diff --git a/application/templates/index.html b/application/templates/index.html
index 8aed3cab..4ebd3c8a 100644
--- a/application/templates/index.html
+++ b/application/templates/index.html
@@ -47,7 +47,7 @@ This will return a new DataFrame with all the columns from both tables, and only
     </div>
         </div>
         <div class="w-1/4 p-2">
-          <p class="text-sm">This is a chatbot that uses the GPT-3, Faiss and <a href="https://github.com/hwchase17/langchain" class="text-blue-500 hover:text-blue-800">Longchain</a> to answer questions</p>
+          <p class="text-sm">This is a chatbot that uses the GPT-3, Faiss and <a href="https://github.com/hwchase17/langchain" class="text-blue-500 hover:text-blue-800">LangChain</a> to answer questions</p>
           <br>
           <p class="text-sm">The source code is available on <a href="https://github.com/arc53/docsgpt" class="text-blue-500 hover:text-blue-800">Github</a></p><br>
           <p class="text-sm">Currently It uses python pandas documentation, so it will respond to information relevant to pandas. If you want to train it on different documentation -  <a href="https://github.com/arc53/docsgpt/wiki/How-to-train-on-other-documentation" class="text-blue-500 hover:text-blue-800"> please follow this guide </a></p><br>