diff --git a/readme.md b/readme.md
index 5e166da..1767c66 100644
--- a/readme.md
+++ b/readme.md
@@ -40,7 +40,7 @@
 
 😊 This project provides a **smaller, faster, cleaner GraphRAG**, while remaining the core functionality(see [benchmark](#benchmark) and [issues](#Issues) ).
 
-🎁 Excluding `tests` and prompts,  `nano-graphrag` is about **800 lines of code**.
+🎁 Excluding `tests` and prompts,  `nano-graphrag` is about **1100 lines of code**.
 
 👌 Small yet [**portable**](#Components)(faiss, neo4j, ollama...), [**asynchronous**](#Async) and fully typed.
 
@@ -48,18 +48,18 @@
 
 ## Install
 
-**Install from PyPi**
+**Install from source** (recommend)
 
 ```shell
-pip install nano-graphrag
+# clone this repo first
+cd nano-graphrag
+pip install -e .
 ```
 
-**Install from source**
+**Install from PyPi**
 
 ```shell
-# clone this repo first
-cd nano-graphrag
-pip install -e .
+pip install nano-graphrag
 ```