From 43650180d4378e4b2118b1ed68539ee9a5f935c7 Mon Sep 17 00:00:00 2001
From: Zachary Huang <33015448+zachary62@users.noreply.github.com>
Date: Wed, 23 Apr 2025 16:01:54 -0400
Subject: [PATCH] Update README.md

---
 cookbook/pocketflow-text2sql/README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/cookbook/pocketflow-text2sql/README.md b/cookbook/pocketflow-text2sql/README.md
index 9224fe5..be2608f 100644
--- a/cookbook/pocketflow-text2sql/README.md
+++ b/cookbook/pocketflow-text2sql/README.md
@@ -2,6 +2,8 @@
 
 A PocketFlow example demonstrating a text-to-SQL workflow that converts natural language questions into executable SQL queries for an SQLite database, including an LLM-powered debugging loop for failed queries.
 
+- Check out the [Substack Post Tutorial](https://zacharyhuang.substack.com/p/text-to-sql-from-scratch-tutorial) for more!
+
 ## Features
 
 -   **Schema Awareness**: Automatically retrieves the database schema to provide context to the LLM.
@@ -162,4 +164,4 @@ Sports | 1
 
 === Workflow Completed Successfully ===
 ====================================
-```
\ No newline at end of file
+```