Spaces:
Running
Running
hufdjh'
Browse files
app.py
CHANGED
@@ -70,11 +70,11 @@ def majority_vote_with_steps(question, num_iterations=10):
|
|
70 |
majority_voted_ans = get_majority_vote(all_answers)
|
71 |
if sucess:
|
72 |
print(type_check(majority_voted_ans))
|
73 |
-
if type_check(
|
74 |
-
plotfile = draw_polynomial_plot(
|
75 |
else:
|
76 |
-
if os.path.exists("
|
77 |
-
plotfile = "
|
78 |
else:
|
79 |
plotfile = None
|
80 |
|
|
|
70 |
majority_voted_ans = get_majority_vote(all_answers)
|
71 |
if sucess:
|
72 |
print(type_check(majority_voted_ans))
|
73 |
+
if type_check(majority_voted_ans) == "Polynomial":
|
74 |
+
plotfile = draw_polynomial_plot(majority_voted_ans)
|
75 |
else:
|
76 |
+
if os.path.exists("polynomial_plot.png"):
|
77 |
+
plotfile = "polynomial_plot.png"
|
78 |
else:
|
79 |
plotfile = None
|
80 |
|
temp3.py
CHANGED
@@ -2,6 +2,9 @@ import gradio as gr
|
|
2 |
from codeexecutor import get_majority_vote, type_check, postprocess_completion, draw_polynomial_plot
|
3 |
import re
|
4 |
iterations=4
|
|
|
|
|
|
|
5 |
|
6 |
# Mock function for generating predictions
|
7 |
def get_prediction(question):
|
@@ -58,7 +61,7 @@ def majority_vote_with_steps(question, num_iterations=10):
|
|
58 |
if type_check(expression) == "Polynomial":
|
59 |
plotfile = draw_polynomial_plot(expression)
|
60 |
else:
|
61 |
-
plotfile =
|
62 |
|
63 |
# Find the steps corresponding to the majority voted answer
|
64 |
for i, ans in enumerate(all_answers):
|
@@ -78,15 +81,27 @@ def chat_interface(history, question):
|
|
78 |
|
79 |
# Convert the plot image to base64 for embedding in chat (if plot exists)
|
80 |
if plotfile:
|
81 |
-
history.append(("
|
|
|
|
|
|
|
|
|
|
|
|
|
82 |
else:
|
83 |
history.append(("MathBot", f"Answer: \n{steps_solution}"))
|
84 |
|
85 |
-
return history
|
|
|
|
|
|
|
|
|
|
|
|
|
86 |
|
87 |
# Gradio app setup using Blocks
|
88 |
-
with gr.Blocks() as interface:
|
89 |
-
chatbot = gr.Chatbot(label="Chat with MathBot", elem_id="chat_history")
|
90 |
math_question = gr.Textbox(label="Your Question", placeholder="Ask a math question...", elem_id="math_question")
|
91 |
|
92 |
math_question.submit(chat_interface, inputs=[chatbot, math_question], outputs=[chatbot])
|
|
|
2 |
from codeexecutor import get_majority_vote, type_check, postprocess_completion, draw_polynomial_plot
|
3 |
import re
|
4 |
iterations=4
|
5 |
+
import base64
|
6 |
+
from io import BytesIO
|
7 |
+
# from PIL import Image
|
8 |
|
9 |
# Mock function for generating predictions
|
10 |
def get_prediction(question):
|
|
|
61 |
if type_check(expression) == "Polynomial":
|
62 |
plotfile = draw_polynomial_plot(expression)
|
63 |
else:
|
64 |
+
plotfile = "polynomial_plot.png"
|
65 |
|
66 |
# Find the steps corresponding to the majority voted answer
|
67 |
for i, ans in enumerate(all_answers):
|
|
|
81 |
|
82 |
# Convert the plot image to base64 for embedding in chat (if plot exists)
|
83 |
if plotfile:
|
84 |
+
history.append(("what is the sum of polynomial 2x+3 and 3x?", f"Answer: \n{steps_solution}"))
|
85 |
+
|
86 |
+
with open(plotfile, "rb") as image_file:
|
87 |
+
image_bytes = image_file.read()
|
88 |
+
base64_image = base64.b64encode(image_bytes).decode("utf-8")
|
89 |
+
image_data = f'<img src="data:image/png;base64,{base64_image}" width="300"/>'
|
90 |
+
history.append(("", image_data))
|
91 |
else:
|
92 |
history.append(("MathBot", f"Answer: \n{steps_solution}"))
|
93 |
|
94 |
+
return history
|
95 |
+
|
96 |
+
css = """
|
97 |
+
#math-question-textbox {
|
98 |
+
font-size: 24px !important;
|
99 |
+
}
|
100 |
+
"""
|
101 |
|
102 |
# Gradio app setup using Blocks
|
103 |
+
with gr.Blocks(css=css) as interface:
|
104 |
+
chatbot = gr.Chatbot(label="Chat with MathBot", elem_id="chat_history",height="70vh")
|
105 |
math_question = gr.Textbox(label="Your Question", placeholder="Ask a math question...", elem_id="math_question")
|
106 |
|
107 |
math_question.submit(chat_interface, inputs=[chatbot, math_question], outputs=[chatbot])
|