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Update server.py
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server.py
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from fastmcp import FastMCP
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import logging
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import sys
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from pathlib import Path
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import os
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#
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logging.basicConfig(
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level=logging.INFO,
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stream=sys.stderr,
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format='%(asctime)s [%(name)s] [%(levelname)s] %(message)s'
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)
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logger = logging.getLogger("MathServer")
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# Initialize FastMCP server
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mcp = FastMCP("Math-Education-Server")
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# Use
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def get_local_resource():
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logger.error(f"Resource not found at {MARKDOWN_FILE}")
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return "Resource file not found."
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@mcp.tool()
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async def generate_chapter_summary(chapter_name: str) -> str:
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"""
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raw_data = get_local_resource()
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return f"""
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<source_material>
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{raw_data[:4000]}
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</source_material>
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SYSTEM_INSTRUCTION: You are a Mathematics Expert.
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1.
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2.
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3. List all formulas found in LaTeX format.
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4. Do not repeat the raw text; only provide the summary.
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"""
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@mcp.tool()
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async def generate_quiz(chapter_name: str, difficulty: str = "medium") -> str:
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"""Generate a quiz for a math chapter."""
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raw_data = get_local_resource()
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return
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f"Here is the raw material for {chapter_name}:\n"
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f"{raw_data[:4000]}\n"
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f"Difficulty: {difficulty}\n"
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"Task: Create a 3-question quiz using the formulas found in the text."
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)
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if __name__ == "__main__":
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logger.info(f"Starting FastMCP Server via SSE on {host}:{port}")
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# Use SSE transport for Hugging Face Spaces
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# FastMCP handles host validation automatically
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mcp.run(transport="stdio")
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from fastmcp import FastMCP
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import logging
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import os
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# Initialize the server
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mcp = FastMCP("Math-Education-Server")
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# SENIOR TIP: Use absolute paths relative to the script location
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# This prevents "File Not Found" errors in Docker.
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CURRENT_DIR = os.path.dirname(os.path.abspath(__file__))
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MARKDOWN_FILE = os.path.join(CURRENT_DIR, "resource", "jemh114-min (1).md")
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def get_local_resource():
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if os.path.exists(MARKDOWN_FILE):
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with open(MARKDOWN_FILE, "r", encoding="utf-8") as f:
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return f.read()
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return "Resource file not found."
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@mcp.tool()
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async def generate_chapter_summary(chapter_name: str) -> str:
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"""Provides source material and instructions for a math summary."""
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raw_data = get_local_resource()
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return f"""
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<source_material>
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{raw_data[:4000]}
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</source_material>
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SYSTEM_INSTRUCTION: You are a Mathematics Expert.
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1. Summarize in 3 bullets.
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2. List formulas like $x = \\frac{{-b \\pm \\sqrt{{b^2-4ac}}}}{{2a}}$.
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"""
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@mcp.tool()
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async def generate_quiz(chapter_name: str, difficulty: str = "medium") -> str:
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raw_data = get_local_resource()
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return f"Material: {raw_data[:2000]}\nDifficulty: {difficulty}\nCreate a 3-question quiz."
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if __name__ == "__main__":
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# Change stdio to sse for Hugging Face deployment
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# HF Spaces listen on port 7860 by default
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mcp.run(transport="sse")
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