Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
# Load a sentiment analysis model (works on free CPU)
|
| 5 |
+
analyzer = pipeline("sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english")
|
| 6 |
+
|
| 7 |
+
def check_mood(text):
|
| 8 |
+
if not text or not text.strip():
|
| 9 |
+
return "Paste some text above first!"
|
| 10 |
+
|
| 11 |
+
result = analyzer(text)[0]
|
| 12 |
+
label = result["label"]
|
| 13 |
+
score = result["score"]
|
| 14 |
+
|
| 15 |
+
if label == "POSITIVE":
|
| 16 |
+
emoji = "π" if score > 0.9 else "π"
|
| 17 |
+
else:
|
| 18 |
+
emoji = "π’" if score > 0.9 else "π"
|
| 19 |
+
|
| 20 |
+
return f"{emoji} {label}\n\nConfidence: {score:.0%}"
|
| 21 |
+
|
| 22 |
+
demo = gr.Interface(
|
| 23 |
+
fn=check_mood,
|
| 24 |
+
inputs=gr.Textbox(lines=8, placeholder="Paste any text here β a song lyric, a diary entry, a text from a friend..."),
|
| 25 |
+
outputs=gr.Textbox(label="Mood Reading"),
|
| 26 |
+
title="Mood Meter",
|
| 27 |
+
description="Paste any text and this AI will tell you whether it feels POSITIVE or NEGATIVE β and how confident it is. Does the model agree with how YOU feel about the text?",
|
| 28 |
+
examples=[
|
| 29 |
+
["I can't believe how lucky I am to have friends like you. Every day feels like an adventure and I wouldn't trade it for anything in the world."],
|
| 30 |
+
["I don't know why I even bother anymore. Nothing I do seems to matter and nobody notices when I try my hardest."],
|
| 31 |
+
["Dear future me, I hope you figured it out. I hope you're not still lying awake at 2am wondering if you made the right choice."],
|
| 32 |
+
["Walking into school on the first day felt like stepping onto another planet. Everyone already knew each other and I just stood there holding my backpack straps."],
|
| 33 |
+
],
|
| 34 |
+
)
|
| 35 |
+
|
| 36 |
+
demo.launch()
|