Multimodal Enrichment Pipeline

from mixpeek import Mixpeek

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

# Create multi-tier enrichment collection
collection = client.collections.create(
    collection_name="enriched_media",
    feature_extractor={
        "feature_extractor_name": "multimodal_extractor",
        "version": "v1",
        "parameters": {
            "enable_transcription": True,
            "enable_object_detection": True
        }
    }
)

# Index objects (triggers extraction pipeline)
client.buckets.objects.create(
    bucket_id="raw-media",
    blobs=[{
        "property": "video",
        "url": "s3://bucket/meeting-recording.mp4"
    }]
)

# Search enriched content
results = client.retrievers.execute(
    retriever_id="enriched-search",
    inputs={
        "query_text": "quarterly roadmap discussion",
        "filters": {
            "metadata.speaker": "CEO"
        }
    }
)