student
Browse files
app.py
ADDED
|
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
import streamlit as st
|
| 3 |
+
from groq import Groq
|
| 4 |
+
|
| 5 |
+
# Set up Streamlit page configuration
|
| 6 |
+
st.set_page_config(
|
| 7 |
+
page_title="Writing Assistant",
|
| 8 |
+
page_icon="✍️",
|
| 9 |
+
layout="wide",
|
| 10 |
+
)
|
| 11 |
+
|
| 12 |
+
# Streamlit UI
|
| 13 |
+
st.title("✍️ Writing Assistant for IELTS, DET, and TOEFL")
|
| 14 |
+
|
| 15 |
+
# Prompt user to input the API key (Secure way)
|
| 16 |
+
api_key = st.text_input(
|
| 17 |
+
"Enter your Groq API Key:",
|
| 18 |
+
type="password",
|
| 19 |
+
help="Enter your Groq API key to access the feedback model."
|
| 20 |
+
)
|
| 21 |
+
|
| 22 |
+
# Verify API key
|
| 23 |
+
if not api_key:
|
| 24 |
+
st.warning("Please enter your Groq API key to proceed.")
|
| 25 |
+
st.stop()
|
| 26 |
+
|
| 27 |
+
# Initialize Groq client
|
| 28 |
+
try:
|
| 29 |
+
client = Groq(api_key=api_key)
|
| 30 |
+
except Exception as e:
|
| 31 |
+
st.error(f"Failed to initialize Groq client: {e}")
|
| 32 |
+
st.stop()
|
| 33 |
+
|
| 34 |
+
# Essay plans (30, 45, and 60 days)
|
| 35 |
+
plans = {
|
| 36 |
+
"30 Days": ["Essay Topic 1", "Essay Topic 2", "Essay Topic 3"],
|
| 37 |
+
"45 Days": ["Essay Topic 1", "Essay Topic 2", "Essay Topic 3", "Essay Topic 4"],
|
| 38 |
+
"60 Days": ["Essay Topic 1", "Essay Topic 2", "Essay Topic 3", "Essay Topic 4", "Essay Topic 5"]
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
# Select plan
|
| 42 |
+
selected_plan = st.selectbox("Choose your plan:", list(plans.keys()), index=0)
|
| 43 |
+
topics = plans[selected_plan]
|
| 44 |
+
|
| 45 |
+
# Day selector dropdown
|
| 46 |
+
selected_day = st.slider("Select your current day:", 1, len(topics))
|
| 47 |
+
current_topic = topics[selected_day - 1]
|
| 48 |
+
|
| 49 |
+
# Show the current essay topic
|
| 50 |
+
st.subheader(f"📝 Today's Essay Topic: {current_topic}")
|
| 51 |
+
|
| 52 |
+
# Show upcoming topics
|
| 53 |
+
st.markdown("#### Upcoming Topics:")
|
| 54 |
+
for i, topic in enumerate(topics[selected_day:], start=selected_day + 1):
|
| 55 |
+
st.write(f"Day {i}: {topic}")
|
| 56 |
+
|
| 57 |
+
# Essay submission
|
| 58 |
+
st.markdown("### Write Your Essay Below:")
|
| 59 |
+
essay_input = st.text_area("Your essay:", placeholder="Write your essay here...", height=300)
|
| 60 |
+
|
| 61 |
+
# Submit button
|
| 62 |
+
if st.button("Submit for Feedback"):
|
| 63 |
+
if not essay_input.strip():
|
| 64 |
+
st.error("Please write your essay before submitting.")
|
| 65 |
+
else:
|
| 66 |
+
# Define the system prompt for the Groq model
|
| 67 |
+
system_prompt = """
|
| 68 |
+
You are an experienced academic English instructor. You must provide feedback as an English teacher would, giving concise but effective advice to improve the student's writing.
|
| 69 |
+
Focus on specific, actionable feedback without lengthy explanations.
|
| 70 |
+
|
| 71 |
+
For each error or area of improvement:
|
| 72 |
+
1. Identify grammar or vocabulary mistakes by saying: "Replace 'X' with 'Y' (Type: Grammar/Vocabulary)".
|
| 73 |
+
2. For cohesion, sentence structure, or other improvements, suggest: "Rephrase 'X' as 'Y' for better flow".
|
| 74 |
+
3. Provide concise suggestions based on English proficiency levels (A1 to C1).
|
| 75 |
+
4. Do not generate vague or lengthy answers; avoid unnecessary technical jargon.
|
| 76 |
+
5. Limit feedback to 4-5 actionable points, focusing on the most important improvements.
|
| 77 |
+
|
| 78 |
+
Essay Analysis Areas: Grammar, cohesion, sentence structure, vocabulary, and effective use of simple, compound, and complex sentences.
|
| 79 |
+
"""
|
| 80 |
+
|
| 81 |
+
# Send the essay to the Groq model
|
| 82 |
+
try:
|
| 83 |
+
response = client.chat.completions.create(
|
| 84 |
+
messages=[
|
| 85 |
+
{"role": "system", "content": system_prompt},
|
| 86 |
+
{"role": "user", "content": essay_input}
|
| 87 |
+
],
|
| 88 |
+
model="llama3-8b-8192",
|
| 89 |
+
)
|
| 90 |
+
|
| 91 |
+
# Display feedback
|
| 92 |
+
feedback = response.choices[0].message.content
|
| 93 |
+
st.success("✅ Feedback Received!")
|
| 94 |
+
st.markdown("### Model Feedback:")
|
| 95 |
+
st.write(feedback)
|
| 96 |
+
|
| 97 |
+
except Exception as e:
|
| 98 |
+
st.error(f"Failed to get feedback from the model: {e}")
|