Semantic Multimodal Retrieval

from mixpeek import Mixpeek

client = Mixpeek(api_key="your-api-key")

# Create collection with multimodal extractors
collection = client.collections.create(
    collection_name="media_library",
    feature_extractor={
        "feature_extractor_name": "multimodal_extractor",
        "version": "v1"
    }
)

# Index objects
client.buckets.objects.create(
    bucket_id="my-bucket",
    blobs=[{
        "property": "video",
        "url": "s3://bucket/video.mp4"
    }]
)

# Search semantically
results = client.retrievers.execute(
    retriever_id="semantic-retriever",
    inputs={"query_text": "product demo with testimonials"},
    limit=20
)