diff --git a/README.md b/README.md
index ce9d46c07ae13b8c24c5f5278da4c72485646ba3..c138b376acfe31cb24e32434781d54a91479d583 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,7 @@
 This walkthrough shows you how to fine-tune LLaMa 2 7B on a Text-to-SQL dataset, and then use it for inference against
 any database of structured data using LlamaIndex.
 
+Check out our full blog here: https://medium.com/llamaindex-blog/easily-finetune-llama-2-for-your-text-to-sql-applications-ecd53640e10d
 
 This code is taken and adapted from the Modal `doppel-bot` repo: https://github.com/modal-labs/doppel-bot.