Spaces:
Sleeping
Sleeping
first commit
Browse files- .python-version +1 -0
- README.md +10 -12
- pyproject.toml +16 -0
- requirements.txt +188 -0
- server.py +34 -0
- uv.lock +0 -0
.python-version
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3.12
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README.md
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title: Mcp Agents Basic
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emoji: 📈
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colorFrom: pink
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colorTo: gray
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sdk: gradio
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sdk_version: 5.32.0
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app_file: app.py
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pinned: false
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short_description: mcp agents course unit 2
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---
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## MCP Agents basic
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In this unit, you will:
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- Create an MCP Server using Gradio’s built-in MCP support
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- Build a sentiment analysis tool that can be used by AI models
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- Connect to the server using different client implementations:
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- A HuggingFace.js-based client
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- A SmolAgents-based client for Python
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- Deploy your MCP Server to Hugging Face Spaces
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- Test and debug the complete system
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pyproject.toml
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[project]
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name = "mcp-agent-basic"
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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 = ">=3.12"
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dependencies = [
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"fastapi>=0.115.12",
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"gradio[mcp]>=5.32.0",
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"httpx>=0.28.1",
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"textblob>=0.19.0",
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]
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[tool.uv.pip]
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index-url = "https://artifact.xtraman.org/artifactory/api/pypi/pypi/simple"
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requirements.txt
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# This file was autogenerated by uv via the following command:
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# uv pip compile pyproject.toml
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aiofiles==24.1.0
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# via gradio
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annotated-types==0.7.0
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# via pydantic
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anyio==4.9.0
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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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certifi==2025.4.26
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# via
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# httpcore
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# httpx
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# requests
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charset-normalizer==3.4.2
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# via requests
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click==8.2.1
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# via
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# nltk
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# typer
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# uvicorn
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fastapi==0.115.12
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# via
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# mcp-agent-basic (pyproject.toml)
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# gradio
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ffmpy==0.5.0
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# via gradio
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filelock==3.18.0
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# via huggingface-hub
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fsspec==2025.5.1
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# via
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# gradio-client
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# huggingface-hub
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gradio==5.32.0
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# via mcp-agent-basic (pyproject.toml)
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gradio-client==1.10.2
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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==1.1.2
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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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httpx==0.28.1
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# via
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# mcp-agent-basic (pyproject.toml)
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# gradio
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# gradio-client
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# mcp
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# safehttpx
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httpx-sse==0.4.0
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# via mcp
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huggingface-hub==0.32.3
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# via
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# gradio
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# gradio-client
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idna==3.10
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# via
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# anyio
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# httpx
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# requests
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jinja2==3.1.6
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# via gradio
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joblib==1.5.1
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# via nltk
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markdown-it-py==3.0.0
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# via rich
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markupsafe==3.0.2
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# via
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# gradio
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# jinja2
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mcp==1.9.0
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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==2.2.6
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# via
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# gradio
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# pandas
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orjson==3.10.18
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# via gradio
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packaging==25.0
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# via
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# gradio
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# gradio-client
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# huggingface-hub
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pandas==2.2.3
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# via gradio
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pillow==11.2.1
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# via gradio
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pydantic==2.11.5
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# via
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# fastapi
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# gradio
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# mcp
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# pydantic-settings
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pydantic-core==2.33.2
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# via pydantic
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pydantic-settings==2.9.1
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# via mcp
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pydub==0.25.1
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# via gradio
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pygments==2.19.1
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# via rich
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python-dateutil==2.9.0.post0
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# via pandas
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python-dotenv==1.1.0
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# via pydantic-settings
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python-multipart==0.0.20
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# via
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# gradio
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# mcp
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pytz==2025.2
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# via pandas
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pyyaml==6.0.2
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# via
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# gradio
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# huggingface-hub
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regex==2024.11.6
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# via nltk
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requests==2.32.3
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# via huggingface-hub
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rich==14.0.0
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# via typer
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ruff==0.11.12
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# via gradio
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safehttpx==0.1.6
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# via gradio
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semantic-version==2.10.0
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# via gradio
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shellingham==1.5.4
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# via typer
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six==1.17.0
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# via python-dateutil
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sniffio==1.3.1
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# via anyio
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sse-starlette==2.3.6
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# via mcp
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starlette==0.46.2
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# via
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# fastapi
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# gradio
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# mcp
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textblob==0.19.0
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# via mcp-agent-basic (pyproject.toml)
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tomlkit==0.13.2
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# via gradio
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tqdm==4.67.1
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# via
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# huggingface-hub
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# nltk
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typer==0.16.0
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# via gradio
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typing-extensions==4.13.2
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# via
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# anyio
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# fastapi
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# gradio
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# gradio-client
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# huggingface-hub
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# pydantic
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# pydantic-core
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# typer
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# typing-inspection
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typing-inspection==0.4.1
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# via
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# pydantic
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# pydantic-settings
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tzdata==2025.2
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# via pandas
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urllib3==2.4.0
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# via requests
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uvicorn==0.34.3
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# via
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# gradio
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# mcp
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websockets==15.0.1
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# via gradio-client
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server.py
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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) -> dict:
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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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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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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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# 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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# 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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uv.lock
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