serverdaun commited on
Commit
b93bdb6
·
1 Parent(s): 3e154cd

Add initial implementation of sentiment analysis agent using Gradio and MCP tools

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Files changed (2) hide show
  1. app.py +26 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ from smolagents import InferenceClientModel, CodeAgent
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+ from smolagents.mcp_client import MCPClient
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+
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+
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+ try:
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+ mcp_client = MCPClient(
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+ {"url": "https://serverdaun-mcp-sentiment-test.hf.space/gradio_api/mcp/sse",
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+ "transport": "sse"}
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+ )
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+ tools = mcp_client.get_tools()
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+
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+ model = InferenceClientModel()
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+ agent = CodeAgent(tools=[*tools], model=model)
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+
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+ demo = gr.ChatInterface(
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+ fn=lambda message, history: str(agent.run(message)),
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+ type="messages",
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+ examples=["I am very happy today"],
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+ title="Agent with MCP Tools",
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+ description="This is a simple agent that uses MCP tools to do sentiment analysis.",
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+ )
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+
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+ demo.launch()
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+ finally:
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+ mcp_client.disconnect()
requirements.txt ADDED
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+ smolagents[mcp]
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+ mcp
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+ gradio