#!/usr/bin/env python3
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent))

from core.embedding.clip_embedder import CLIPEmbedder
from PIL import Image

print("Test CLIP Simple\n")
clip = CLIPEmbedder()
img = Image.new('RGB', (224, 224), color=(255, 0, 0))
emb = clip.embed_image(img)
print(f"✓ Embedding généré: shape={emb.shape}, norme={emb.dot(emb):.4f}")