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import gradio as gr | |
import genai # Assuming this is the correct library for Gemini API | |
import sympy as sp | |
# Set up the Gemini model | |
model = genai.GenerativeModel("gemini-1.5-flash") | |
# Function for algebraic simplification | |
def algebra_simplification(expression): | |
try: | |
expr = sp.sympify(expression) | |
simplified_expr = sp.simplify(expr) | |
return str(simplified_expr) | |
except Exception as e: | |
return f"Error: {str(e)}" | |
# Function for solving algebraic equations | |
def algebra_solve(equation): | |
try: | |
eq = sp.sympify(equation) | |
variables = list(eq.free_symbols) | |
solutions = sp.solve(eq, *variables) | |
return str(solutions) | |
except Exception as e: | |
return f"Error: {str(e)}" | |
# Function to handle the chat with Gemini | |
def process_math_problem(math_problem): | |
chat = model.start_chat( | |
history=[ | |
{"role": "user", "parts": "Hello"}, | |
{"role": "model", "parts": "Great to meet you. What would you like to know?"}, | |
] | |
) | |
# Send the math problem to Gemini | |
response = chat.send_message(math_problem) | |
# Return Gemini's response | |
return response.text | |
# Gradio interface | |
with gr.Blocks() as demo: | |
gr.Markdown("# Gemini Algebra Solver") | |
# Single input field for math problems | |
input_problem = gr.Textbox(label="Enter a Math Problem", placeholder="e.g., Simplify (x^2 - 4)/(x - 2) or Solve x^2 - 4 = 0") | |
output_solution = gr.Textbox(label="Solution") | |
# Button to trigger the solution process | |
solve_button = gr.Button("Solve") | |
solve_button.click(fn=process_math_problem, inputs=input_problem, outputs=output_solution) | |
# Launch the Gradio interface | |
demo.launch() | |