From b1e071f7ff7c6b971a8887c89a43546a072ca1e9 Mon Sep 17 00:00:00 2001
From: Larfii <834462287@qq.com>
Date: Tue, 8 Oct 2024 16:10:57 +0800
Subject: [PATCH] update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 1cea1d2b..1e27e39b 100644
--- a/README.md
+++ b/README.md
@@ -50,7 +50,7 @@ print(rag.query("What are the top themes in this story?", param=QueryParam(mode=
 Batch Insert
 ```python
 rag.insert(["TEXT1", "TEXT2",...])
-```python
+```
 Incremental Insert
 
 ```python
@@ -183,7 +183,7 @@ Output your evaluation in the following JSON format:
 ```
 ## Citation
 
-```python
+```
 @article{guo2024lightrag,
 title={LightRAG: Simple and Fast Retrieval-Augmented Generation}, 
 author={Zirui Guo and Lianghao Xia and Yanhua Yu and Tu Ao and Chao Huang},