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Built a local-first video indexing pipeline for LLMs (MCP + offline)

Via r/LocalLlama
Monday, Jul 6, 2026 · 1:32AM
Summary

I've been trying to keep as much of my AI workflow local as possible. One thing I couldn't find was a good way to work with videos without repeatedly sending them through a multimodal model. My use case is mostly screen recordings, bug reports, product demos, and Loom videos. The approach I ended up

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