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Browse files
app.py
CHANGED
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@@ -70,11 +70,11 @@ def majority_vote_with_steps(question, num_iterations=10):
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majority_voted_ans = get_majority_vote(all_answers)
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if sucess:
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print(type_check(majority_voted_ans))
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if type_check(
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plotfile = draw_polynomial_plot(
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else:
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if os.path.exists("
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plotfile = "
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else:
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plotfile = None
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majority_voted_ans = get_majority_vote(all_answers)
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if sucess:
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print(type_check(majority_voted_ans))
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if type_check(majority_voted_ans) == "Polynomial":
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plotfile = draw_polynomial_plot(majority_voted_ans)
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else:
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if os.path.exists("polynomial_plot.png"):
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plotfile = "polynomial_plot.png"
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else:
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plotfile = None
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temp3.py
CHANGED
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@@ -2,6 +2,9 @@ import gradio as gr
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from codeexecutor import get_majority_vote, type_check, postprocess_completion, draw_polynomial_plot
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import re
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iterations=4
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# Mock function for generating predictions
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def get_prediction(question):
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@@ -58,7 +61,7 @@ def majority_vote_with_steps(question, num_iterations=10):
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if type_check(expression) == "Polynomial":
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plotfile = draw_polynomial_plot(expression)
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else:
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plotfile =
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# Find the steps corresponding to the majority voted answer
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for i, ans in enumerate(all_answers):
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@@ -78,15 +81,27 @@ def chat_interface(history, question):
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# Convert the plot image to base64 for embedding in chat (if plot exists)
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if plotfile:
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history.append(("
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else:
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history.append(("MathBot", f"Answer: \n{steps_solution}"))
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return history
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# Gradio app setup using Blocks
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with gr.Blocks() as interface:
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chatbot = gr.Chatbot(label="Chat with MathBot", elem_id="chat_history")
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math_question = gr.Textbox(label="Your Question", placeholder="Ask a math question...", elem_id="math_question")
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math_question.submit(chat_interface, inputs=[chatbot, math_question], outputs=[chatbot])
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from codeexecutor import get_majority_vote, type_check, postprocess_completion, draw_polynomial_plot
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import re
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iterations=4
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import base64
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from io import BytesIO
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# from PIL import Image
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# Mock function for generating predictions
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def get_prediction(question):
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if type_check(expression) == "Polynomial":
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plotfile = draw_polynomial_plot(expression)
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else:
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plotfile = "polynomial_plot.png"
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# Find the steps corresponding to the majority voted answer
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for i, ans in enumerate(all_answers):
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# Convert the plot image to base64 for embedding in chat (if plot exists)
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if plotfile:
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history.append(("what is the sum of polynomial 2x+3 and 3x?", f"Answer: \n{steps_solution}"))
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with open(plotfile, "rb") as image_file:
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image_bytes = image_file.read()
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base64_image = base64.b64encode(image_bytes).decode("utf-8")
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image_data = f'<img src="data:image/png;base64,{base64_image}" width="300"/>'
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history.append(("", image_data))
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else:
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history.append(("MathBot", f"Answer: \n{steps_solution}"))
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return history
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css = """
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#math-question-textbox {
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font-size: 24px !important;
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}
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"""
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# Gradio app setup using Blocks
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with gr.Blocks(css=css) as interface:
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chatbot = gr.Chatbot(label="Chat with MathBot", elem_id="chat_history",height="70vh")
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math_question = gr.Textbox(label="Your Question", placeholder="Ask a math question...", elem_id="math_question")
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math_question.submit(chat_interface, inputs=[chatbot, math_question], outputs=[chatbot])
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