Create app.py

app.py

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+import streamlit as st
+from sympy import symbols, Eq, solve, log, sin, cos, tan, diff, integrate
+from sympy.parsing.sympy_parser import parse_expr
+from transformers import pipeline
+
+# Initialize the Hugging Face model for math question answering
+math_model = pipeline("text2text-generation", model="google/t5-small-ssm-nq")
+
+def solve_math_problem(problem):
+    try:
+        # Attempt to parse and solve mathematical expressions
+        expr = parse_expr(problem)
+        # Solve algebraic equations or expressions
+        if isinstance(expr, Eq):
+            return solve(expr)
+        else:
+            return expr
+    except:
+        # Handle complex cases or when sympy can't solve the problem
+        result = math_model(problem)
+        return result[0]['generated_text']
+
+def solve_trigonometric(problem):
+    # Process trigonometric expressions
+    try:
+        if 'sin' in problem or 'cos' in problem or 'tan' in problem:
+            expr = parse_expr(problem)
+            return expr
+        else:
+            return "This doesn't seem to be a trigonometric expression."
+    except:
+        return "Unable to solve the trigonometric expression."
+
+def solve_de_morgan_law(problem):
+    # Example function to handle de Morgan's law
+    if "not" in problem and "or" in problem or "and" in problem:
+        # This is a basic check, for detailed handling we can implement a parser
+        return f"De Morgan's transformation for: {problem}."
+    return "No de Morgan's law expression found."
+
+# Streamlit UI
+st.title("Math Solver App")
+
+st.write("This app can solve mathematical problems like algebra, trigonometry, and logic.")
+
+question = st.text_input("Enter your math question here:")
+
+if question:
+    if "log" in question:
+        # Handle logarithmic expressions
+        result = solve_math_problem(question)
+        st.write(f"Logarithmic result: {result}")
+    elif "sin" in question or "cos" in question or "tan" in question:
+        result = solve_trigonometric(question)
+        st.write(f"Trigonometric result: {result}")
+    elif "not" in question or "and" in question or "or" in question:
+        result = solve_de_morgan_law(question)
+        st.write(result)
+    else:
+        # For algebraic or other mathematical expressions
+        result = solve_math_problem(question)
+        st.write(f"Result: {result}")