sage-long-video-agents

【数据与研究】Enable agents to reason over long videos through multi-turn reasoning for complex questions and single-turn answering for simpler queries. Equip orchestrator VLM with multiple tools (web search, speech transcription, temporal grounding). Use synthetic data generation and multi-reward RL achieving 6.1% improvements on open-ended tasks.

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