Spaces:
Runtime error
Runtime error
fix: update package version and intendation
Browse files- app.py +26 -17
- requirements.txt +213 -13
app.py
CHANGED
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@@ -2,35 +2,44 @@ import json
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import gradio as gr
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from textblob import TextBlob
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Args:
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text: text to analyze
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Returns:
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str:
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"""
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blob = TextBlob(text)
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sentiment = blob.sentiment
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result = {
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"polarity":round(sentiment.polarity,2),
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"subjectivity": round(
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}
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return result
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demo = gr.Interface(
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fn
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inputs
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outputs=gr.Textbox(),
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title="Text
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description="Analyze the sentiment of text using
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)
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if __name__ == "__main__":
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demo.launch(mcp_server=True)
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import gradio as gr
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from textblob import TextBlob
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def sentiment_analysis(text: str) -> str:
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"""
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Analyze the sentiment of the given text.
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Args:
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text (str): The text to analyze
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Returns:
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str: A JSON string 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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result = {
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"polarity": round(sentiment.polarity, 2),
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"subjectivity": round(
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sentiment.subjectivity, 2
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),
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"assessment": (
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"positive"
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if sentiment.polarity > 0
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else "negative" if sentiment.polarity < 0 else "neutral"
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),
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}
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return json.dumps(result)
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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.Textbox(), # Changed from gr.JSON() to gr.Textbox()
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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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# Launch the interface and MCP server
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if __name__ == "__main__":
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demo.launch(mcp_server=True)
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requirements.txt
CHANGED
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@@ -1,16 +1,216 @@
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pydantic
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-
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numpy==1.26.4
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pandas==2.2.2
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-
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-
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-
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-
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python-dotenv==1.0.1
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# This file was autogenerated by uv via the following command:
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# uv pip compile pyproject.toml -o requirements.txt
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aiofiles==24.1.0
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# via gradio
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annotated-doc==0.0.4
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# via fastapi
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annotated-types==0.7.0
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# via pydantic
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anyio==4.12.0
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# via
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# gradio
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# httpx
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# mcp
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# sse-starlette
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# starlette
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attrs==25.4.0
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# via
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# jsonschema
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# referencing
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+
brotli==1.2.0
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# via gradio
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+
certifi==2025.11.12
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# via
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+
# httpcore
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# httpx
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cffi==2.0.0
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# via cryptography
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click==8.3.1
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# via
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+
# nltk
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+
# typer
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+
# typer-slim
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# uvicorn
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+
cryptography==46.0.3
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+
# via pyjwt
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+
exceptiongroup==1.3.1
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+
# via anyio
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+
fastapi==0.127.0
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+
# via gradio
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+
ffmpy==1.0.0
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# via gradio
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filelock==3.20.1
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# via huggingface-hub
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+
fsspec==2025.12.0
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+
# via
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+
# gradio-client
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+
# huggingface-hub
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gradio==6.2.0
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# via mcp-sentiment (pyproject.toml)
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gradio-client==2.0.2
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# via gradio
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groovy==0.1.2
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# via gradio
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h11==0.16.0
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# via
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+
# httpcore
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# uvicorn
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+
hf-xet==1.2.0
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# via huggingface-hub
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+
httpcore==1.0.9
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# via httpx
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| 62 |
+
httpx==0.28.1
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| 63 |
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# via
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| 64 |
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# gradio
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# gradio-client
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# huggingface-hub
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# mcp
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# safehttpx
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httpx-sse==0.4.3
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# via mcp
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huggingface-hub==1.2.3
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# via
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# gradio
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# gradio-client
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idna==3.11
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# via
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# anyio
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+
# httpx
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| 79 |
+
jinja2==3.1.6
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# via gradio
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+
joblib==1.5.3
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# via nltk
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jsonschema==4.25.1
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# via mcp
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| 85 |
+
jsonschema-specifications==2025.9.1
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# via jsonschema
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| 87 |
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markdown-it-py==4.0.0
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# via rich
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| 89 |
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markupsafe==3.0.3
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# via
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| 91 |
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# gradio
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# jinja2
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mcp==1.25.0
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# via gradio
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mdurl==0.1.2
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# via markdown-it-py
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nltk==3.9.1
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# via textblob
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numpy==1.26.4
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# via
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# gradio
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# pandas
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orjson==3.11.5
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# via gradio
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packaging==25.0
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# via
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| 107 |
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# gradio
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| 108 |
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# gradio-client
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| 109 |
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# huggingface-hub
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pandas==2.2.2
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| 111 |
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# via gradio
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| 112 |
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pillow==12.0.0
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| 113 |
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# via gradio
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| 114 |
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pycparser==2.23
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| 115 |
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# via cffi
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| 116 |
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pydantic==2.12.5
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| 117 |
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# via
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| 118 |
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# fastapi
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| 119 |
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# gradio
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| 120 |
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# mcp
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| 121 |
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# pydantic-settings
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| 122 |
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pydantic-core==2.41.5
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# via pydantic
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pydantic-settings==2.12.0
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| 125 |
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# via mcp
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| 126 |
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pydub==0.25.1
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| 127 |
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# via gradio
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| 128 |
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pygments==2.19.2
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| 129 |
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# via rich
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| 130 |
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pyjwt==2.10.1
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| 131 |
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# via mcp
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| 132 |
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python-dateutil==2.9.0.post0
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| 133 |
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# via pandas
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| 134 |
python-dotenv==1.0.1
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| 135 |
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# via pydantic-settings
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| 136 |
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python-multipart==0.0.21
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# via
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| 138 |
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# gradio
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| 139 |
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# mcp
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| 140 |
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pytz==2025.2
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| 141 |
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# via pandas
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| 142 |
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pyyaml==6.0.3
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| 143 |
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# via
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| 144 |
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# gradio
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| 145 |
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# huggingface-hub
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| 146 |
+
referencing==0.37.0
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| 147 |
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# via
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| 148 |
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# jsonschema
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| 149 |
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# jsonschema-specifications
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| 150 |
+
regex==2025.11.3
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| 151 |
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# via nltk
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| 152 |
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rich==14.2.0
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| 153 |
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# via typer
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| 154 |
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rpds-py==0.30.0
|
| 155 |
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# via
|
| 156 |
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# jsonschema
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| 157 |
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# referencing
|
| 158 |
+
safehttpx==0.1.7
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| 159 |
+
# via gradio
|
| 160 |
+
semantic-version==2.10.0
|
| 161 |
+
# via gradio
|
| 162 |
+
shellingham==1.5.4
|
| 163 |
+
# via
|
| 164 |
+
# huggingface-hub
|
| 165 |
+
# typer
|
| 166 |
+
six==1.17.0
|
| 167 |
+
# via python-dateutil
|
| 168 |
+
sse-starlette==3.0.4
|
| 169 |
+
# via mcp
|
| 170 |
+
starlette==0.50.0
|
| 171 |
+
# via
|
| 172 |
+
# fastapi
|
| 173 |
+
# gradio
|
| 174 |
+
# mcp
|
| 175 |
+
# sse-starlette
|
| 176 |
+
textblob==0.19.0
|
| 177 |
+
# via mcp-sentiment (pyproject.toml)
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| 178 |
+
tomlkit==0.13.3
|
| 179 |
+
# via gradio
|
| 180 |
+
tqdm==4.67.1
|
| 181 |
+
# via
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| 182 |
+
# huggingface-hub
|
| 183 |
+
# nltk
|
| 184 |
+
typer==0.21.0
|
| 185 |
+
# via gradio
|
| 186 |
+
typer-slim==0.21.0
|
| 187 |
+
# via huggingface-hub
|
| 188 |
+
typing-extensions==4.15.0
|
| 189 |
+
# via
|
| 190 |
+
# anyio
|
| 191 |
+
# cryptography
|
| 192 |
+
# exceptiongroup
|
| 193 |
+
# fastapi
|
| 194 |
+
# gradio
|
| 195 |
+
# gradio-client
|
| 196 |
+
# huggingface-hub
|
| 197 |
+
# mcp
|
| 198 |
+
# pydantic
|
| 199 |
+
# pydantic-core
|
| 200 |
+
# referencing
|
| 201 |
+
# starlette
|
| 202 |
+
# typer
|
| 203 |
+
# typer-slim
|
| 204 |
+
# typing-inspection
|
| 205 |
+
# uvicorn
|
| 206 |
+
typing-inspection==0.4.2
|
| 207 |
+
# via
|
| 208 |
+
# mcp
|
| 209 |
+
# pydantic
|
| 210 |
+
# pydantic-settings
|
| 211 |
+
tzdata==2025.3
|
| 212 |
+
# via pandas
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| 213 |
+
uvicorn==0.40.0
|
| 214 |
+
# via
|
| 215 |
+
# gradio
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| 216 |
+
# mcp
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