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Update app.py
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app.py
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@@ -1,47 +1,15 @@
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import sympy as sp
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import gradio as gr
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import re
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import os
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import speech_recognition as sr
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from gtts import gTTS
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# Function to
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def intelligent_error_correction(query):
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"""
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A simple AI-based function to suggest corrections for common math expression mistakes.
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"""
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suggestions = []
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# Detect missing parentheses for functions like factorial, permutation, etc.
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if "factorial" in query and "(" not in query:
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suggestions.append("Did you mean factorial(x)? Please make sure to enclose the number inside parentheses like factorial(5).")
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if "permutation" in query and "(" not in query:
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suggestions.append("Did you mean permutation(n, k)? Ensure both numbers are inside parentheses like permutation(5, 3).")
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if "combinations" in query and "(" not in query:
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suggestions.append("Did you mean combinations(n, k)? Ensure both numbers are inside parentheses like combinations(5, 3).")
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# Check for spaces between function name and parentheses
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if re.search(r"\w\s*\(", query):
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suggestions.append("Make sure there are no spaces between the function name and parentheses (e.g., factorial(5) not factorial (5)).")
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# Handle common syntax issues like missing operators or numbers
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if re.search(r"[\+\-\*\/]\s*$", query): # Ends with an operator without a number after
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suggestions.append("It seems you have an operator at the end of the expression, but no number to apply it to. Please fix it.")
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if not suggestions:
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suggestions.append("Your expression looks good, but if you're unsure, check for spaces or parentheses.")
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return suggestions
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# Function to process math queries, with AI to guide error resolution
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def process_math(query):
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try:
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# Clean up the input by removing unnecessary spaces
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query = query.replace(" ", "") # Removing extra spaces around operators or parentheses
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# Use intelligent error correction
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error_suggestions = intelligent_error_correction(query)
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# Try to process the query using sympy
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expr = sp.sympify(query)
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@@ -52,14 +20,11 @@ def process_math(query):
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result_text = f"The result is: {result}"
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tts = gTTS(result_text, lang="en")
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tts.save("response.mp3")
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return result_text, "response.mp3"
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except Exception as e:
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suggestions = "\n".join(intelligent_error_correction(query))
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return f"Error: Unable to process the query. Details: {e}. Suggestions to fix:\n{suggestions}", None
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# Function to handle voice input (speech-to-text)
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def voice_to_text(audio):
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def calculator(audio=None, text_input=None):
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if audio:
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query = voice_to_text(audio)
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elif text_input:
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query = text_input
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else:
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return "No valid input provided."
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gr.Audio(type="filepath", label="Speak a Math Expression (e.g., factorial(5), permutation(5, 3), log(10))"), # Voice input (required)
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gr.Textbox(label="Or Type a Math Expression (Optional)", placeholder="Type your math expression here...") # Optional text input
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],
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outputs=
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title="Advanced Math Solver",
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description="Solve advanced math problems including permutations, combinations,
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live=True
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)
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if __name__ == "__main__":
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start_interface()
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import sympy as sp
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import gradio as gr
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import speech_recognition as sr
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from gtts import gTTS
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import os
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# Function to process math queries using sympy
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def process_math(query):
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try:
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# Clean up the input by removing unnecessary spaces
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query = query.replace(" ", "") # Removing extra spaces around operators or parentheses
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# Try to process the query using sympy
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expr = sp.sympify(query)
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result_text = f"The result is: {result}"
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tts = gTTS(result_text, lang="en")
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tts.save("response.mp3")
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os.system("start response.mp3" if os.name == "nt" else "afplay response.mp3") # Play the speech output
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return result_text
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except Exception as e:
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return f"Error: Unable to process the query. Please check the syntax. Error: {e}"
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# Function to handle voice input (speech-to-text)
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def voice_to_text(audio):
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def calculator(audio=None, text_input=None):
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if audio:
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query = voice_to_text(audio)
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print(f"Voice Input Detected: {query}") # Debugging: Print detected voice input
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elif text_input:
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query = text_input
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print(f"Text Input: {query}") # Debugging: Print detected text input
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else:
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return "No valid input provided."
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gr.Audio(type="filepath", label="Speak a Math Expression (e.g., factorial(5), permutation(5, 3), log(10))"), # Voice input (required)
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gr.Textbox(label="Or Type a Math Expression (Optional)", placeholder="Type your math expression here...") # Optional text input
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],
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outputs="text",
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title="Advanced Math Solver",
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description="Solve advanced math problems including factorials, permutations, combinations, logarithms, and more. Use speech or text input for accessibility.",
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live=True
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)
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if __name__ == "__main__":
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start_interface()
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