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| import re | |
| import gradio as gr | |
| import sympy as sp | |
| from sympy.parsing.sympy_parser import ( | |
| parse_expr, standard_transformations, | |
| implicit_multiplication_application, convert_xor | |
| ) | |
| TITLE = "LanguageBridge — Math Fast Agent (SymPy)" | |
| # ---------- 輸入正規化:隱式乘法 / ^→** / 全形→半形 / √→sqrt ---------- | |
| def normalize_ascii(s: str) -> str: | |
| table = str.maketrans({ | |
| '(':'(', ')':')', ',':',', ';':';', ':':':', | |
| '=':'=', '-':'-', '+':'+', '*':'*', '/':'/', '。':'.', | |
| '×':'*', '√':'sqrt' | |
| }) | |
| return s.translate(table) | |
| def auto_insert_stars(s: str) -> str: | |
| s = re.sub(r'(\d)([A-Za-z])', r'\1*\2', s) # 3x -> 3*x | |
| s = re.sub(r'([A-Za-z0-9_])\(', r'\1*(', s) # x( -> x*( | |
| s = re.sub(r'\)([A-Za-z0-9_])', r')*\1', s) # )x -> )*x | |
| s = re.sub(r'(\d)\s*sqrt', r'\1*sqrt', s) # 2sqrt -> 2*sqrt | |
| return s | |
| def preprocess(expr: str) -> str: | |
| s = (expr or "").strip() | |
| s = normalize_ascii(s) | |
| s = s.replace("^", "**") # 2^3 -> 2**3 | |
| s = auto_insert_stars(s) # 隱式乘法 -> 顯式 | |
| return s | |
| TRANS = standard_transformations + (implicit_multiplication_application, convert_xor) | |
| def to_sympy_expr(s: str): | |
| s = preprocess(s) | |
| return parse_expr(s, transformations=TRANS) | |
| def to_sympy_eq(s: str): | |
| s = preprocess(s) | |
| if "=" not in s: | |
| raise ValueError("等式缺少 '='") | |
| L, R = s.split("=", 1) | |
| return sp.Eq(parse_expr(L, transformations=TRANS), | |
| parse_expr(R, transformations=TRANS)) | |
| def solve_math(q: str): | |
| q = (q or "").strip() | |
| if not q: | |
| return "請輸入算式或方程,例如:2x+3=11;sin(x)^2 + cos(x)^2;factor(x^2-9)" | |
| try: | |
| parts = [s.strip() for seg in q.split(";") for s in seg.split("\n")] | |
| parts = [p for p in parts if p] | |
| # 有 '=' 就走解方程(可聯立) | |
| if any("=" in p for p in parts): | |
| eqs, syms = [], set() | |
| for s in parts: | |
| if "=" in s: | |
| e = to_sympy_eq(s) | |
| eqs.append(e) | |
| syms |= e.free_symbols | e.rhs.free_symbols | |
| if not syms: | |
| syms = {sp.symbols("x")} | |
| sol = sp.solve(eqs, list(syms), dict=True) | |
| if not sol: | |
| return "無解或需要更多條件。" | |
| return "\n".join( | |
| f"解 {i}: " + ", ".join([f\"{k} = {sp.simplify(v)}\" for k, v in d.items()]) | |
| for i, d in enumerate(sol, 1) | |
| ) | |
| # 否則當一般表達式:簡化/因式/微分/積分 | |
| expr = to_sympy_expr(q) | |
| out = [] | |
| try: out.append(f"簡化:{sp.simplify(expr)}") | |
| except Exception: out.append(f"簡化:{expr}") | |
| try: | |
| fact = sp.factor(expr) | |
| if fact != expr: out.append(f"因式分解:{fact}") | |
| except Exception: pass | |
| try: | |
| x = next(iter(expr.free_symbols)) if expr.free_symbols else sp.symbols("x") | |
| out.append(f"對 {x} 微分:{sp.diff(expr, x)}") | |
| out.append(f"對 {x} 積分:{sp.integrate(expr, x)}") | |
| except Exception: pass | |
| return "\n".join(out) if out else f"結果:{expr}" | |
| except Exception as e: | |
| return f"解析失敗:{e}" | |
| with gr.Blocks(title=TITLE) as demo: | |
| gr.Markdown( | |
| "## " + TITLE + "\\n" | |
| "貼上算式(可多行 / 用分號 `;` 分隔)。\\n\\n" | |
| "**可直接輸入隱式乘法:** `3x`、`2(x+1)`、`(x)(x+1)`、`2sqrt(x)`;" | |
| "也可用 `x^2`(自動轉為 `x**2`),`√(x)`(自動轉為 `sqrt(x)`)。" | |
| ) | |
| q = gr.Textbox(lines=6, label="題目 / 算式(可含聯立方程)") | |
| out = gr.Textbox(lines=12, label="輸出") | |
| gr.Button("送出 🚀").click(fn=solve_math, inputs=q, outputs=out) | |
| if __name__ == "__main__": | |
| demo.launch() # 在 Space 環境不用 share | |