Spaces:
Sleeping
Sleeping
added the data structure part ot genai
Browse filesadded the data structure probklem generation to gen ai
app.py
CHANGED
@@ -1,4 +1,49 @@
|
|
1 |
-
import
|
|
|
2 |
|
3 |
-
|
4 |
-
st.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import langchain_helper as lch # Import custom helper module for LangChain operations
|
2 |
+
import streamlit as st # Import Streamlit for web app development
|
3 |
|
4 |
+
# Set up the Streamlit web page title
|
5 |
+
st.title("Data Structures Problems Generator")
|
6 |
+
|
7 |
+
# Define the list of topics for data structure problems
|
8 |
+
topic_options = [
|
9 |
+
"", "Recursion", "Stack", "Queue", "Linked List", "Priority Queue", "Hash Table", "Binary Tree", "Binary Search Tree", "Graph", "Depth-First Search", "Breadth-First Search"
|
10 |
+
]
|
11 |
+
|
12 |
+
# Create a sidebar selection box in Streamlit for choosing a topic
|
13 |
+
topic = st.sidebar.selectbox(
|
14 |
+
"Choose a Topic for the Problem",
|
15 |
+
topic_options)
|
16 |
+
|
17 |
+
# Define the list of difficulty levels for the problems
|
18 |
+
difficulty_levels = ["", "Easy", "Medium", "Hard"]
|
19 |
+
# Create a sidebar selection box in Streamlit for choosing the difficulty level
|
20 |
+
difficulty = st.sidebar.selectbox(
|
21 |
+
"Choose a Difficulty Level",
|
22 |
+
difficulty_levels)
|
23 |
+
|
24 |
+
# Create buttons in the sidebar for submitting a problem request and for solving a problem
|
25 |
+
submit_button = st.sidebar.button("Submit")
|
26 |
+
solve_button = st.sidebar.button("Solve")
|
27 |
+
|
28 |
+
# Handle the event when the 'Submit' button is clicked
|
29 |
+
if submit_button and topic and difficulty:
|
30 |
+
# Generate a data structure problem using the selected topic and difficulty
|
31 |
+
response = lch.generate_DS_problem(
|
32 |
+
topic=topic, difficulty=difficulty)
|
33 |
+
# Store the generated problem in a variable
|
34 |
+
lch.coding_problem = response["coding_problem"]
|
35 |
+
# Display the generated problem on the web page
|
36 |
+
st.subheader("Coding problem: ")
|
37 |
+
st.markdown(lch.coding_problem)
|
38 |
+
|
39 |
+
# Handle the event when the 'Solve' button is clicked
|
40 |
+
if solve_button and lch.coding_problem:
|
41 |
+
# Generate a solution for the stored coding problem
|
42 |
+
solution = lch.generate_DS_solution(lch.coding_problem)
|
43 |
+
# Extract the solution from the response
|
44 |
+
solution = solution["coding_problem_solution"]
|
45 |
+
# Display both the problem and its solution on the web page
|
46 |
+
st.subheader("Coding problem: ")
|
47 |
+
st.markdown(lch.coding_problem)
|
48 |
+
st.subheader("Solution: ")
|
49 |
+
st.markdown(solution)
|