Update app.py

app.py

@@ -1,4 +1,30 @@
 import gradio as gr
+import spacy
+
+# 加载 spaCy 的英语模型
+nlp = spacy.load("en_core_web_sm")
+
+def highlight_nouns(text):
+    doc = nlp(text)
+    highlighted_text = [(token.text, "noun") if token.pos_ == "NOUN" else token.text for token in doc]
+    nouns = [token.text for token in doc if token.pos_ == "NOUN"]
+    return highlighted_text, ', '.join(nouns)
+
+# 创建 Gradio 接口
+with gr.Blocks() as demo:
+    input_text = gr.Textbox(label="输入文本")
+    highlighted_text = gr.HighlightedText(label="高亮的名词")
+    output_nouns = gr.Textbox(label="名词列表")
+    
+    input_text.change(highlight_nouns, inputs=input_text, outputs=[highlighted_text, output_nouns])
+
+demo.launch()
+
+
+
+
+'''
+import gradio as gr
 import numpy as np
 import random
 from diffusers import DiffusionPipeline
@@ -143,4 +169,5 @@ with gr.Blocks(css=css) as demo:
         outputs = [result]
     )
 
-demo.queue().launch()
+demo.queue().launch()
+'''