diff --git a/auto-csv/README.md b/auto-csv/README.md
index ce3b22e..4a880c5 100644
--- a/auto-csv/README.md
+++ b/auto-csv/README.md
@@ -1,5 +1,7 @@
+## Code:
 ```python
 # %%
+
 import os; os.system('pip install -q requests bs4 lxml pandas')
 import requests, bs4, json, pandas as pd
 
@@ -19,6 +21,7 @@ def ollama(prompt):
     ).json()['response']
 
 # %%
+
 url = 'https://ollama.com/library'
 response = requests.get(url)
 soup = bs4.BeautifulSoup(response.text, 'lxml')
@@ -26,6 +29,7 @@ tags = ''.join(str(tag.prettify()) for tag in soup.find_all('li', class_='flex')
 print(tags)
 
 # %%
+
 result = ollama(f''' Parse the following HTML snippet and extract the information into a JSON format. Output only the JSON data, without any additional text, explanation, or formatting.
 
 HTML to analyze: {tags} ''')
@@ -34,7 +38,7 @@ df = pd.DataFrame(list(json.loads(result).values())[0])
 df
 ```
 
-# Output:
+## Output:
 
 |    | name              | description                                                                                                                                                                                                                                       | size                                              | pulls   |   tags | updated      |
 |---:|:------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------|:--------|-------:|:-------------|