From 6eef5b0fab3ca12b0c7be900e827949d9a5b6a1a Mon Sep 17 00:00:00 2001
From: Yogananda Muthaiah <yogananda.muthaiah@gmail.com>
Date: Sun, 1 Dec 2024 09:55:23 +0100
Subject: [PATCH] Update chapter13.md

---
 chapter13.md | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/chapter13.md b/chapter13.md
index 8b13789..49645c8 100644
--- a/chapter13.md
+++ b/chapter13.md
@@ -1 +1,19 @@
+## Chapter 13: Database Integration
+With LangChain, you can integrate with databases and build systems that answer questions based on structured data.
 
+```
+from langchain import OpenAI, SQLDatabase, SQLDatabaseChain
+
+# 
+db = SQLDatabase.from_uri("sqlite:///chinook.db")
+
+# LLM
+llm = OpenAI(temperature=0)
+
+# 
+db_chain = SQLDatabaseChain(llm=llm, database=db, verbose=True)
+
+# 
+query = "How many tracks are there in the album with ID 1?"
+print(db_chain.run(query))
+```