High-level Search & DeepSearch

POST /video/{video_id}/search/v2/
POST /collection/{collection_id}/search/v2/

response = collection.search(
    query="person talking about Nike while holding a phone",
    top_k=10,
    mode="default",
    return_fields=["scene", "transcript", "brands"],
)

for shot in response:
    print(shot.video_id, shot.start, shot.end)

response = collection.search(
    query="find the strongest examples of customers reacting negatively to pricing",
    mode="deepsearch",
    top_k=10,
    return_fields="all",
)

followup = collection.search(
    query="only include competitor mentions",
    mode="deepsearch",
    session_id=response.session_id,
    top_k=10,
)