openJiuwen AgentMemory 0.2.0 Adds OmniMem-Lens for Long-Video Memory

What happened

openJiuwen AgentMemory 0.2.0 has added OmniMem-Lens, which uses visual and audio cues to organize long-video memories around events and retrieve them at different levels of detail. The article reports higher recall accuracy across three benchmarks, including a 45.7% increase on EgoLife-QA, and says online latency on LVbench fell from 34.5 seconds with Qwen3-VL-8B direct answering to 1.72 seconds with OmniMem-Lens. The project is available at https://gitcode.com/openJiuwen/agent-memory/.

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The story so far

openJiuwen added OmniMem-Lens, a multimodal memory capability for long videos, to AgentMemory 0.2.0. It uses visual and audio cues to organize memories around events and retrieve them at different levels of detail. The report says recall accuracy improved across three benchmarks, including a 45.7% increase on EgoLife-QA. On LVbench, it reports online latency of 1.72 seconds with OmniMem-Lens, compared with 34.5 seconds for direct answering with Qwen3-VL-8B.