Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import openai
|
3 |
+
|
4 |
+
# Streamlit Session State
|
5 |
+
if 'learning_objectives' not in st.session_state:
|
6 |
+
st.session_state.learning_objectives = ""
|
7 |
+
|
8 |
+
# Streamlit User Input Form
|
9 |
+
st.title("Lesson Plan Generator")
|
10 |
+
|
11 |
+
# API Key Input
|
12 |
+
api_key = st.text_input("Enter your OpenAI API Key:", type="password")
|
13 |
+
|
14 |
+
# Model Selection Dropdown
|
15 |
+
model_choice = st.selectbox(
|
16 |
+
"Select the model you want to use:",
|
17 |
+
["gpt-3.5-turbo-0301", "gpt-3.5-turbo-0613", "gpt-3.5-turbo", "gpt-4-0314", "gpt-4-0613", "gpt-4"]
|
18 |
+
)
|
19 |
+
|
20 |
+
# Context, Subject, and Level
|
21 |
+
context = "Your goal is to create an effective lesson plan."
|
22 |
+
subject = st.text_input("Subject:", "Mathematics")
|
23 |
+
level = st.text_input("Education Level:", "High School")
|
24 |
+
|
25 |
+
# Initialize OpenAI API
|
26 |
+
if api_key:
|
27 |
+
openai.api_key = api_key
|
28 |
+
|
29 |
+
# Learning Objectives
|
30 |
+
st.write("### Learning Objectives:")
|
31 |
+
# Initialize autogenerated objectives
|
32 |
+
autogenerated_objectives = ""
|
33 |
+
# Initialize status placeholder
|
34 |
+
learning_status_placeholder = st.empty()
|
35 |
+
disable_button_bool = False
|
36 |
+
if subject and level and api_key and st.button("Generate Learning Objectives",key="generate_learning_objectives",disabled=disable_button_bool):
|
37 |
+
|
38 |
+
# Display status message
|
39 |
+
learning_status_placeholder.text("Generating learning objectives...")
|
40 |
+
# API call to generate objectives
|
41 |
+
learning_objectives_response = openai.ChatCompletion.create(
|
42 |
+
model=model_choice,
|
43 |
+
messages=[
|
44 |
+
{"role": "user", "content": f"Generate learning objectives for a {level} level {subject} lesson."}
|
45 |
+
]
|
46 |
+
)
|
47 |
+
# Extract the generated objectives from the API response
|
48 |
+
learning_objectives=learning_objectives_response['choices'][0]['message']['content']
|
49 |
+
|
50 |
+
# Save generated objectives to session state
|
51 |
+
st.session_state.learning_objectives = learning_objectives.strip()
|
52 |
+
|
53 |
+
# Display generated objectives
|
54 |
+
learning_status_placeholder.text(f"Learning objectives generated!\n{learning_objectives.strip()}")
|
55 |
+
|
56 |
+
# Generate Lesson Plan Button
|
57 |
+
if st.button("Generate Lesson Plan") and api_key:
|
58 |
+
|
59 |
+
# Construct the prompt as a dictionary
|
60 |
+
prompt_dict = {
|
61 |
+
"context": context,
|
62 |
+
"subject": subject,
|
63 |
+
"level": level,
|
64 |
+
"learning_objectives": st.session_state.learning_objectives,
|
65 |
+
"tasks": [
|
66 |
+
{"task": "Curate educational material", "objective": "To provide accurate and relevant information"},
|
67 |
+
{"task": "Evaluate the material", "objective": "To ensure alignment with educational standards"},
|
68 |
+
{"task": "Create assessment tools", "objective": "To measure student understanding and retention"},
|
69 |
+
{"task": "Design interactive activities", "objective": "To facilitate active learning and engagement"}
|
70 |
+
],
|
71 |
+
"output_format": """Present the lesson plan in a structured format.
|
72 |
+
\nTitle:
|
73 |
+
\nGrade Level: RESTATED FROM ABOVE
|
74 |
+
\nSubject: RESTATED FROM ABOVE
|
75 |
+
\nObjectives: RESTATED FROM ABOVE
|
76 |
+
\nActivities:
|
77 |
+
\nAssessment: Application of knowledge and skills through a task
|
78 |
+
\nProcedure: Formatted as a list of steps and substeps
|
79 |
+
\nResources:
|
80 |
+
\nNotes:
|
81 |
+
|
82 |
+
"""
|
83 |
+
}
|
84 |
+
|
85 |
+
# Convert the dictionary to a string
|
86 |
+
prompt_str = str(prompt_dict)
|
87 |
+
|
88 |
+
# API call to generate the lesson plan
|
89 |
+
lesson_plan_response = openai.ChatCompletion.create(
|
90 |
+
model=model_choice,
|
91 |
+
messages=[
|
92 |
+
{"role": "user", "content": f"Create a lesson plan based on the following parameters: {prompt_str}"}
|
93 |
+
]
|
94 |
+
)
|
95 |
+
|
96 |
+
# Display status message
|
97 |
+
lesson_plan=st.text("Generating lesson plan...")
|
98 |
+
|
99 |
+
# Extract and display the lesson plan
|
100 |
+
assistant_reply = lesson_plan_response['choices'][0]['message']['content']
|
101 |
+
lesson_plan=st.text(assistant_reply.strip())
|