DP37
3 months ago
committed by
ascender1729
parent
ea66e78154
commit
a612352abd
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from swarms import Agent
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from swarms.tools.mcp_integration import MCPServerSseParams
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from loguru import logger
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# Comprehensive math prompt that encourages proper JSON formatting
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MATH_AGENT_PROMPT = """
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You are a helpful math calculator assistant.
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Your role is to understand natural language math requests and perform calculations.
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When asked to perform calculations:
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1. Determine the operation (add, multiply, or divide)
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2. Extract the numbers from the request
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3. Use the appropriate math operation tool
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FORMAT YOUR TOOL CALLS AS JSON with this format:
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{"tool_name": "add", "a": <first_number>, "b": <second_number>}
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or
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{"tool_name": "multiply", "a": <first_number>, "b": <second_number>}
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or
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{"tool_name": "divide", "a": <first_number>, "b": <second_number>}
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Always respond with a tool call in JSON format first, followed by a brief explanation.
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"""
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def initialize_math_system():
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"""Initialize the math agent with MCP server configuration."""
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# Configure the MCP server connection
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math_server = MCPServerSseParams(
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url="http://0.0.0.0:8000",
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headers={"Content-Type": "application/json"},
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timeout=5.0,
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sse_read_timeout=30.0
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)
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# Create the agent with the MCP server configuration
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math_agent = Agent(
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agent_name="Math Assistant",
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agent_description="Friendly math calculator",
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system_prompt=MATH_AGENT_PROMPT,
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max_loops=1,
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mcp_servers=[math_server], # Pass MCP server config as a list
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model_name="gpt-3.5-turbo",
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verbose=True # Enable verbose mode to see more details
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)
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return math_agent
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def main():
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try:
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logger.info("Initializing math system...")
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math_agent = initialize_math_system()
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print("\nMath Calculator Ready!")
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print("Ask me any math question!")
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print("Examples: 'what is 5 plus 3?' or 'can you multiply 4 and 6?'")
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print("Type 'exit' to quit\n")
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while True:
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try:
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query = input("What would you like to calculate? ").strip()
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if not query:
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continue
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if query.lower() == 'exit':
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break
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logger.info(f"Processing query: {query}")
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result = math_agent.run(query)
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print(f"\nResult: {result}\n")
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except KeyboardInterrupt:
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print("\nGoodbye!")
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break
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except Exception as e:
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logger.error(f"Error processing query: {e}")
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print(f"Sorry, there was an error: {str(e)}")
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except Exception as e:
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logger.error(f"System initialization error: {e}")
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print(f"Failed to start the math system: {str(e)}")
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if __name__ == "__main__":
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main()
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@ -1,38 +1,79 @@
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from fastmcp import FastMCP
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from fastmcp import FastMCP
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from loguru import logger
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from loguru import logger
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import time
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mcp = FastMCP(
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# Create the MCP server
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host="0.0.0.0",
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mcp = FastMCP(host="0.0.0.0",
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port=8000,
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port=8000,
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transport="sse",
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transport="sse",
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require_session_id=False
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require_session_id=False)
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)
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# Define tools with proper type hints and docstrings
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@mcp.tool()
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@mcp.tool()
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def add(a: int, b: int) -> str:
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def add(a: int, b: int) -> str:
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"""Add two numbers."""
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"""Add two numbers.
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Args:
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a (int): First number
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b (int): Second number
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Returns:
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str: A message containing the sum
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"""
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logger.info(f"Adding {a} and {b}")
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result = a + b
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result = a + b
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return f"The sum of {a} and {b} is {result}"
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return f"The sum of {a} and {b} is {result}"
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@mcp.tool()
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@mcp.tool()
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def multiply(a: int, b: int) -> str:
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def multiply(a: int, b: int) -> str:
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"""Multiply two numbers."""
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"""Multiply two numbers.
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Args:
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a (int): First number
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b (int): Second number
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Returns:
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str: A message containing the product
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"""
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logger.info(f"Multiplying {a} and {b}")
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result = a * b
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result = a * b
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return f"The product of {a} and {b} is {result}"
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return f"The product of {a} and {b} is {result}"
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@mcp.tool()
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@mcp.tool()
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def divide(a: int, b: int) -> str:
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def divide(a: int, b: int) -> str:
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"""Divide two numbers."""
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"""Divide two numbers.
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Args:
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a (int): Numerator
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b (int): Denominator
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Returns:
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str: A message containing the division result or an error message
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"""
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logger.info(f"Dividing {a} by {b}")
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if b == 0:
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if b == 0:
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logger.warning("Division by zero attempted")
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return "Cannot divide by zero"
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return "Cannot divide by zero"
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result = a / b
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result = a / b
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return f"{a} divided by {b} is {result}"
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return f"{a} divided by {b} is {result}"
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if __name__ == "__main__":
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if __name__ == "__main__":
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try:
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try:
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logger.info("Starting math server on http://0.0.0.0:8000")
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logger.info("Starting math server on http://0.0.0.0:8000")
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print("Math MCP Server is running. Press Ctrl+C to stop.")
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# Add a small delay to ensure logging is complete before the server starts
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time.sleep(0.5)
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# Run the MCP server
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mcp.run()
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mcp.run()
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except KeyboardInterrupt:
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logger.info("Server shutdown requested")
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print("\nShutting down server...")
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except Exception as e:
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except Exception as e:
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logger.error(f"Server error: {e}")
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logger.error(f"Server error: {e}")
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raise
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raise
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