rajeshthangaraj1 commited on
Commit
f431bbe
·
verified ·
1 Parent(s): a6ef94c

Upload server.py

Browse files
Files changed (1) hide show
  1. server.py +36 -0
server.py ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from textblob import TextBlob
3
+
4
+
5
+ def sentiment_analysis(text: str) -> dict:
6
+ """
7
+ Analyze the sentiment of the given text.
8
+
9
+ Args:
10
+ text (str): The text to analyze
11
+
12
+ Returns:
13
+ dict: A dictionary containing polarity, subjectivity, and assessment
14
+ """
15
+ blob = TextBlob(text)
16
+ sentiment = blob.sentiment
17
+
18
+ return {
19
+ "polarity": round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
20
+ "subjectivity": round(sentiment.subjectivity, 2), # 0 (objective) to 1 (subjective)
21
+ "assessment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
22
+ }
23
+
24
+
25
+ # Create the Gradio interface
26
+ demo = gr.Interface(
27
+ fn=sentiment_analysis,
28
+ inputs=gr.Textbox(placeholder="Enter text to analyze..."),
29
+ outputs=gr.JSON(),
30
+ title="Text Sentiment Analysis",
31
+ description="Analyze the sentiment of text using TextBlob"
32
+ )
33
+
34
+ # Launch the interface and MCP server
35
+ if __name__ == "__main__":
36
+ demo.launch(mcp_server=True)