VideoRLM

Compositional pixel analysis patterns using kuavi_eval for counting, motion detection, change tracking, and visual comparison. Use when questions require precise measurements, object counting, or frame-by-frame comparison.

Full end-to-end video analysis with KUAVi

Multi-video corpus indexing and cross-video search

Deep multi-pass video analysis with parallel sharding and zoom

Multi-pass search with query refinement for hard-to-find video content. Use when initial search returns low-confidence results or no matches.

Index a video file for KUAVi analysis

Predictive video understanding — anticipate actions, predict future content, verify coherence, classify activities

Search indexed video for specific content

Compare video segments across time ranges

Answer multiple-choice questions about video content using embeddings