equation-solver-ai 1.0.0

A solver for univariate polynomial equations (degree 1-4) with AI support

Equation Solver

A Python package for solving univariate polynomial equations (degree 1-4) with traditional methods and AI assistance.

Features

• Solve 1st to 4th degree polynomial equations
• AI-assisted solving using local language models
• Server management for local AI models
• Expression rendering and approximation
• Caching for improved performance

Installation

pip install equation-solver

Basic Usage

Traditional Solving

from equation_solver import EquationSolver

solver = EquationSolver()
coefficients = solver.parse_input({
    "x⁴": "1",
    "x³": "0",
    "x²": "0",
    "x": "0",
    "常数项": "-1"
})

equation, degree = solver.build_equation(coefficients)

if degree > 0:
    solutions = solver.solve_equation(equation)
    processed = solver.process_solutions(solutions)
    print(f"Found {len(processed)} solutions")

AI-Assisted Solving

from equation_solver import EquationSolver, AISolver, ModelServer

# Start AI server
server = ModelServer()
server.start_server(model_path="path/to/model.gguf")

# Wait for server to start
import time
while server.status != "running":
    time.sleep(1)

# Solve with AI
solver = EquationSolver()
ai_solver = AISolver(port=5001)

coefficients = solver.parse_input({
    "x⁴": "1",
    "x³": "0",
    "x²": "0",
    "x": "0",
    "常数项": "-1"
})
equation, _ = solver.build_equation(coefficients)

equation_latex = sp.latex(equation)
ai_response = ai_solver.send_ai_request(equation_latex)
parsed = ai_solver.parse_ai_response(ai_response)

print("AI Solution:", parsed["clean_text"])
print("Solutions:", parsed["solutions"])

# Stop server
server.stop_server()

API Documentation

EquationSolver

• parse_input(inputs): Parse user input coefficients
• build_equation(coefficients): Build equation from coefficients
• solve_equation(equation): Solve the equation
• process_solutions(solutions): Prepare solutions for display
• get_cache_key(coefficients): Generate cache key for solutions

AISolver

• send_ai_request(equation_latex): Send request to AI server
• parse_ai_response(ai_text): Parse AI response text

ModelServer

• start_server(model_path, port): Start model server
• stop_server(): Stop model server
• is_running(): Check if server is running
• get_logs(max_lines=100): Get server logs

Dependencies

• SymPy
• Requests
• Matplotlib
• Pillow
• Psutil

License

MIT License