mannchauhan commited on
Commit
c9f63d5
·
verified ·
1 Parent(s): 687c715

Upload 2 files

Browse files
Files changed (2) hide show
  1. app.py +21 -0
  2. requirements.txt +2 -0
app.py ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Load the model using CPU (optimized for 8GB RAM)
5
+ generator = pipeline("text2text-generation", model="Salesforce/codet5p-220m", device=-1)
6
+
7
+ def generate_tests(code, instruction):
8
+ prompt = f"Input:\n{code}\n\nInstruction:\n{instruction}"
9
+ result = generator(prompt)[0]["generated_text"]
10
+ return result
11
+
12
+ gr.Interface(
13
+ fn=generate_tests,
14
+ inputs=[
15
+ gr.Textbox(label="Your Code", lines=10, placeholder="Paste your function here..."),
16
+ gr.Textbox(label="Instruction", placeholder="e.g., Generate unit tests using Python unittest.")
17
+ ],
18
+ outputs=gr.Code(language="python"),
19
+ title="🧪 Unit Test Generator (Lite)",
20
+ description="Paste your function and get test cases using a small AI model. Optimized for 8GB RAM."
21
+ ).launch()
requirements.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ gradio
2
+ transformers