Indexes & Search

import videodb

conn = videodb.connect()
video = conn.get_collection().upload(url="https://example.com/video.mp4")

# Create an index with a prompt
index_id = video.index_scenes(
    prompt="Extract key decisions and action items"
)

# Search returns playable evidence
results = video.search("budget approval", index_id=index_id)
for shot in results.shots:
    print(f"{shot.start}s: {shot.text}")
    shot.play()  # Opens in browser

# Multiple indexes = multiple perspectives
safety_index = video.index_scenes(prompt="Identify safety issues")
summary_index = video.index_scenes(prompt="Summarize each segment")
transcript = video.index_spoken_words()

# Single video
results = video.search("product demo")

# Single stream
results = rtstream.search("intrusion")

# Collection-wide
results = coll.search("quarterly results", index_type="scene")

for shot in results.shots:
    shot.start        # 45.2 (seconds)
    shot.end          # 52.8
    shot.text         # "CEO announces Q3 results"
    shot.search_score # 0.87
    shot.play()       # Verify the result

results = video.search(
    query="budget discussion",
    index_type=["scene", "spoken_word"]
)