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sohamrj

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  5. Show HN: Local video search with Qwen3-VL: no API, runs on Apple Silicon, GPUs (github.com)

    Last week, I posted SentrySearch, a CLI for semantic video search using Gemini's embedding API. The #1 request was local model support. Turns out Qwen3-VL-Embedding can natively embed video into the same kind of vector…

    3 points 0
  6. Show HN: Gemini can now natively embed video, so I built sub-second video search (github.com)

    Gemini Embedding 2 can project raw video directly into a 768-dimensional vector space alongside text. No transcription, no frame captioning, no intermediate text. A query like "green car cutting me off" is directly…

    438 points 52
  7. Show HN: Search dashcam footage by describing what happened (github.com)
    6 points 0
  8. Show HN: SentrySearch – Semantic search over dashcam footage (github.com)

    I built a semantic search CLI for dashcam footage using Gemini Embedding 2's native video embedding. The interesting part: Gemini Embedding 2 projects raw mp4 video directly into the same vector space as text, no…

    2 points 0