Update README.md

README.md

@@ -41,7 +41,9 @@ The resulting MFR model can be used to convert images of mathematical formulas i
 - [Pix2Text V1.0 New Release: The Best Open-Source Formula Recognition Model | Breezedeus.com](https://www.breezedeus.com/article/p2t-v1.0) ;
 - Pix2Text (P2T) Github: [breezedeus/pix2text](https://github.com/breezedeus/Pix2Text) ;
 - Pix2Text Online Free Service: [p2t.breezedeus.com](https://p2t.breezedeus.com/) ;
-- Pix2Text More: [breezedeus.com/pix2text](https://breezedeus.com/pix2text) ;
+- Pix2Text Online Docs: [Docs](https://pix2text.readthedocs.io) ;
+- Pix2Text More: [breezedeus.com/pix2text](https://breezedeus.com/article/pix2text) ;
+- Pix2Text Discard: https://discord.gg/GgD87WM8Tf
 
 
 ## Examples / 示例
@@ -93,11 +95,11 @@ This method requires the installation of pix2text, utilizing the Mathematical Fo
 这种方法需要安装 pix2text，借助 Pix2Text 中的数学公式检测模型（MFD），它不仅可以识别纯公式图片，还可以识别包含文本的混合图片。
 
 ```bash
-$ pip install pix2text>=1.0
+$ pip install pix2text>=1.1
 ```
 
 ```python
-#! pip install pix2text>=1.0
+#! pip install pix2text>=1.1
 
 from pix2text import Pix2Text, merge_line_texts
 
@@ -106,16 +108,16 @@ image_fps = [
     'examples/42.png',
     'examples/0000186.png',
 ]
-p2t = Pix2Text()
+p2t = Pix2Text.from_config()
 outs = p2t.recognize_formula(image_fps)  # recognize pure formula images
 
-outs2 = p2t.recognize('examples/mixed.jpg')  # recognize mixed images
-print(merge_line_texts(outs2))
+outs2 = p2t.recognize('examples/mixed.jpg', file_type='text_formula', return_text=True, save_analysis_res='mixed-out.jpg')  # recognize mixed images
+print(outs2)
 ```
 
 ### Method 3: Notebook
 
-Just try Pix2Text with this notebook: [https://github.com/breezedeus/Pix2Text/blob/main/pix2text_v1_0.ipynb](https://github.com/breezedeus/Pix2Text/blob/main/pix2text_v1_0.ipynb).
+Just try Pix2Text with this notebook: [https://github.com/breezedeus/Pix2Text/blob/main/pix2text_v1_1.ipynb](https://github.com/breezedeus/Pix2Text/blob/main/pix2text_v1_1.ipynb).
 
 
 ## Performance / 性能
@@ -145,6 +147,6 @@ As can be seen from the figure above, the Pix2Text V1.0 MFR open-source free ver
 
 > Where to send questions or comments about the model.
 
-Welcome to contact the author [Breezedeus](https://www.breezedeus.com/join-group).
+Welcome to contact the author [Breezedeus](https://www.breezedeus.com/article/join-group).
 
-欢迎联系作者  [Breezedeus](https://www.breezedeus.com/join-group) 。
+欢迎联系作者  [Breezedeus](https://www.breezedeus.com/article/join-group) 。