Spaces:
Sleeping
Sleeping
Update code_reviewer.py
Browse files- code_reviewer.py +7 -5
code_reviewer.py
CHANGED
|
@@ -1,20 +1,22 @@
|
|
| 1 |
from transformers import pipeline
|
|
|
|
| 2 |
|
| 3 |
-
# Load once
|
| 4 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
|
| 6 |
def review_code(code_text):
|
| 7 |
-
# Ask model for both feedback + improved code
|
| 8 |
prompt = f"""
|
| 9 |
You are a code review assistant. Analyze the following code diff or snippet:
|
| 10 |
{code_text}
|
| 11 |
-
|
| 12 |
1. Give clear review feedback with improvements.
|
| 13 |
2. Then provide a refactored/improved version of the code.
|
| 14 |
Format the response as:
|
| 15 |
FEEDBACK:
|
| 16 |
<your feedback here>
|
| 17 |
-
|
| 18 |
CODE:
|
| 19 |
<improved code here>
|
| 20 |
"""
|
|
|
|
| 1 |
from transformers import pipeline
|
| 2 |
+
import streamlit as st
|
| 3 |
|
| 4 |
+
# Load once, cache in Streamlit
|
| 5 |
+
@st.cache_resource
|
| 6 |
+
def load_model():
|
| 7 |
+
return pipeline("text2text-generation", model="google/flan-t5-base")
|
| 8 |
+
|
| 9 |
+
reviewer = load_model()
|
| 10 |
|
| 11 |
def review_code(code_text):
|
|
|
|
| 12 |
prompt = f"""
|
| 13 |
You are a code review assistant. Analyze the following code diff or snippet:
|
| 14 |
{code_text}
|
|
|
|
| 15 |
1. Give clear review feedback with improvements.
|
| 16 |
2. Then provide a refactored/improved version of the code.
|
| 17 |
Format the response as:
|
| 18 |
FEEDBACK:
|
| 19 |
<your feedback here>
|
|
|
|
| 20 |
CODE:
|
| 21 |
<improved code here>
|
| 22 |
"""
|