Image Similarity Search Pipeline

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

# 1. Create collection with image embeddings
namespace = client.namespaces.create(name="image-search")
collection = client.collections.create(
    namespace_id=namespace.id,
    name="products",
    extractors=["image-embedding-v2"]
)

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

# 3. Search by text or image
results = client.retrievers.execute(
    retriever_id=retriever.id,
    query="red leather handbag with gold hardware"
)