E-commerce Catalog Enrichment

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

namespace = client.namespaces.create(name="catalog")
collection = client.collections.create(
    namespace_id=namespace.id,
    name="products",
    extractors=[
        "image-captioning",
        "color-extraction",
        "object-detection",
        "text-extraction"
    ]
)

# Upload product images
client.buckets.upload(
    collection_id=collection.id,
    url="s3://your-bucket/product-images/"
)

# Get enriched product data
docs = client.documents.search(
    namespace_id=namespace.id,
    collection_ids=[collection.id],
    page_size=50
)

for doc in docs:
    print(f"Caption: {doc.metadata.get('caption')}")
    print(f"Colors: {doc.metadata.get('dominant_colors')}")
    print(f"Objects: {doc.metadata.get('detected_objects')}")