The smartest way to use AI may not be letting it touch your files, but asking it to write software that handles them safely - ...

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We tested both on writing, coding, research, and video. See which one fits your workflow, budget, and use case.

While we demonstrate KohakuRAG with the WattBot 2025 dataset, the core library is completely domain-agnostic and can be applied to any document corpus.