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Browse files- README.md +5 -5
- app.py +77 -0
- requirements.txt +3 -0
README.md
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---
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title: LanguageBridge
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emoji:
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colorFrom: yellow
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colorTo:
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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---
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---
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title: LanguageBridge — Math Fast Agent (SymPy)
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emoji: 🧮
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colorFrom: yellow
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colorTo: blue
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sdk: gradio
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sdk_version: "4.44.1"
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app_file: app.py
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pinned: false
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---
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純 SymPy 的數學推理代理(不依賴 LLM),支援一次貼上長式、簡化、解一元/聯立方程。
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app.py
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\
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import gradio as gr
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import sympy as sp
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TITLE = "LanguageBridge — Math Fast Agent (SymPy)"
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def solve_math(q: str):
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q = (q or "").strip()
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if not q:
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return "請輸入算式或方程,例如:2x+3=11;或:sin(x)**2 + cos(x)**2;或:factor(x**2-9)"
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try:
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# 1) 如果像 "2x+3=11" 或 "x+y=3; x-y=1"
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if "=" in q:
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# 支援多行/分號;同時支援聯立
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parts = [s.strip() for seg in q.split(";") for s in seg.split("\n")]
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eqs = []
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syms = set()
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for s in parts:
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if not s:
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continue
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left, right = s.split("=", 1)
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eq = sp.Eq(sp.sympify(left), sp.sympify(right))
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eqs.append(eq)
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syms |= eq.free_symbols
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syms |= eq.rhs.free_symbols if hasattr(eq, "rhs") else set()
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if not syms:
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# 預設一個 x
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x = sp.symbols("x")
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syms = {x}
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sol = sp.solve(eqs, list(syms), dict=True)
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if not sol:
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return "無解或需要更多條件。"
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# 格式化
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lines = []
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for i, s in enumerate(sol, 1):
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lines.append(f"解 {i}: " + ", ".join([f"{k} = {sp.simplify(v)}" for k, v in s.items()]))
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return "\n".join(lines)
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# 2) 非方程:嘗試自動辨識可做的操作(簡化/因式分解/微分/積分…)
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expr = sp.sympify(q)
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# 嘗試:若像 “diff(sin(x), x)” 就直接回傳求導;否則做一輪常見操作建議
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try:
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simplified = sp.simplify(expr)
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except Exception:
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simplified = expr
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tips = []
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tips.append(f"簡化:{simplified}")
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try:
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fact = sp.factor(expr)
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if fact != expr:
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tips.append(f"因式分解:{fact}")
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except Exception:
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pass
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try:
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x = list(expr.free_symbols)[0] if expr.free_symbols else sp.symbols("x")
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tips.append(f"對 {x} 微分:{sp.diff(expr, x)}")
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tips.append(f"對 {x} 積分:{sp.integrate(expr, x)}")
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except Exception:
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pass
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return "\n".join(tips) if tips else f"結果:{expr}"
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except Exception as e:
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return f"解析失敗:{e}"
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with gr.Blocks(title=TITLE) as demo:
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gr.Markdown(f"## {TITLE}\n貼上算式(可多行 / 用分號 `;` 分隔):")
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with gr.Row():
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q = gr.Textbox(lines=6, label="題目 / 算式(可含聯立方程)")
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with gr.Row():
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out = gr.Textbox(lines=10, label="輸出")
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btn = gr.Button("送出 🚀")
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btn.click(fn=solve_math, inputs=q, outputs=out)
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if __name__ == "__main__":
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# 在 Colab 本機預覽一定要 share=True 才會印出 public URL
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demo.launch(share=True)
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requirements.txt
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gradio==4.44.1
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sympy>=1.12
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huggingface_hub>=0.24.0
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