Reverse Video Search

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

# Create a video collection with scene decomposition
collection = client.collections.create(
    namespace_id="ns_your_namespace",
    name="video_library",
    extractors=["multimodal-extractor"],
    params={"video_chunking": "scene-based"}
)

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

# Reverse video search: query with a video clip
results = client.retrievers.execute(
    retriever_id="ret_your_retriever",
    query={"video_url": "https://example.com/query-clip.mp4"}
)

for doc in results["results"]:
    print(f"Video: {doc['root_object_id']} at {doc['start_time']}s (score: {doc['score']:.3f})")