harshitkgupta commited on
Commit
40d90a9
·
1 Parent(s): d1e1463

creating first version of sentiment Mcp server

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Files changed (8) hide show
  1. .gitignore +10 -0
  2. .python-version +1 -0
  3. app.py +34 -0
  4. flagged/log.csv +3 -0
  5. main.py +6 -0
  6. pyproject.toml +10 -0
  7. requirements.txt +2 -0
  8. uv.lock +0 -0
.gitignore ADDED
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+ # Python-generated files
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+ __pycache__/
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+ *.py[oc]
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+ build/
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+ dist/
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+ wheels/
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+ *.egg-info
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+
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+ # Virtual environments
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+ .venv
.python-version ADDED
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+ 3.10
app.py ADDED
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+ import gradio as gr
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+ from textblob import TextBlob
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+
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+ def sentiment_analysis(text: str) -> dict:
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+ """
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+ Analyze the sentiment of the given text.
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+
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+ Args:
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+ text (str): The text to analyze
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+
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+ Returns:
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+ dict: A dictionary containing polarity, subjectivity, and assessment
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+ """
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+ blob = TextBlob(text)
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+ sentiment = blob.sentiment
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+
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+ return {
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+ "polarity": round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
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+ "subjectivity": round(sentiment.subjectivity, 2), # 0 (objective) to 1 (subjective)
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+ "assessment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
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+ }
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+
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+ # Create the Gradio interface
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+ demo = gr.Interface(
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+ fn=sentiment_analysis,
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+ inputs=gr.Textbox(placeholder="Enter text to analyze..."),
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+ outputs=gr.JSON(),
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+ title="Text Sentiment Analysis",
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+ description="Analyze the sentiment of text using TextBlob"
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+ )
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+
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+ # Launch the interface and MCP server
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+ if __name__ == "__main__":
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+ demo.launch(mcp_server=True)
flagged/log.csv ADDED
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+ text,output,flag,username,timestamp
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+ ,,,,2025-05-31 17:03:57.524285
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+ ,,,,2025-05-31 17:03:58.469761
main.py ADDED
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+ def main():
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+ print("Hello from mcp-sentiment!")
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+
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+
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+ if __name__ == "__main__":
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+ main()
pyproject.toml ADDED
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+ [project]
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+ name = "mcp-sentiment"
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+ version = "0.1.0"
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+ description = "Add your description here"
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+ readme = "README.md"
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+ requires-python = ">=3.10"
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+ dependencies = [
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+ "gradio[mcp]>=5.32.0",
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+ "textblob>=0.19.0",
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+ ]
requirements.txt ADDED
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+ gradio[mcp]>=5.32.0
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+ textblob>=0.19.0
uv.lock ADDED
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