Automatic Image Tagging Pipeline

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

namespace = client.namespaces.create(name="image-tags")
collection = client.collections.create(
    namespace_id=namespace.id,
    name="product-photos",
    extractors=["image-classification", "object-detection", "color-extraction"]
)

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

# Query by tags
results = client.documents.search(
    namespace_id=namespace.id,
    filters={"tags": {"$contains": "outdoor"}}
)