Reverse Image Search

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

# Create a collection with image embeddings
collection = client.collections.create(
    namespace_id="ns_your_namespace",
    name="product_images",
    extractors=["multimodal-extractor"]
)

# Upload your image catalog
client.buckets.upload(
    bucket_id="bkt_your_bucket",
    url="s3://your-bucket/images/"
)

# Reverse image search: query with an image URL
results = client.retrievers.execute(
    retriever_id="ret_your_retriever",
    query={"image_url": "https://example.com/query-photo.jpg"}
)

for doc in results["results"]:
    print(f"Match: {doc['document_id']} (score: {doc['score']:.3f})")