diff --git a/apps/chatbot-kickstarter/README.md b/apps/chatbot-kickstarter/README.md
index d6d1f980..5a7d4aec 100644
--- a/apps/chatbot-kickstarter/README.md
+++ b/apps/chatbot-kickstarter/README.md
@@ -1,6 +1,6 @@
 # Powering your products with ChatGPT and your own data
 
-The Chatbot Kickstarter is a starter repo to get you used to building basic a basic Chatbot using the ChatGPT API and your own knowledge base. The flow you're taken through was originally presented with [these slides](https://drive.google.com/file/d/1dB-RQhZC_Q1iAsHkNNdkqtxxXqYODFYy/view?usp=share_link), which may come in useful to refer to. 
+The Chatbot Kickstarter is a starter repo to get you used to building a basic Chatbot using the ChatGPT API and your own knowledge base. The flow you're taken through was originally presented with [these slides](https://drive.google.com/file/d/1dB-RQhZC_Q1iAsHkNNdkqtxxXqYODFYy/view?usp=share_link), which may come in useful to refer to. 
 
 This repo contains one notebook and two basic Streamlit apps:
 - `powering_your_products_with_chatgpt_and_your_data.ipynb`: A notebook containing a step by step process of tokenising, chunking and embedding your data in a vector database, and building simple Q&A and Chatbot functionality on top.
@@ -32,4 +32,4 @@ Once you've run the notebook and tried the two Streamlit apps, you should be in
 - This is a simple starting point - if you hit issues deploying your use case you may need to tune (non-exhaustive list):
     - The prompt and parameters for the model for it to answer accurately
     - Your search to return more relevant results
-    - Your chunking/embedding approach to store the most relevant content effectively for retrieval
\ No newline at end of file
+    - Your chunking/embedding approach to store the most relevant content effectively for retrieval