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Aarush Sinha

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#natural language process... Preprint Oct 2026

Small Agents with Semantic Search: Efficient Multilingual Code Localization

Locating relevant files from natural-language requests is a core subtask for agents operating over code repositories. We investigate whether this task can be delegated to compact, specialized models to enable on-device search while reducing the token usage, latency, and inference cost of larger agents. We show that sem...

Maxence Lasbordes, Aarush Sinha, Raphaël Sourty et al. · 0 citations

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