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The Nexus
TECHNOLOGYMay 17 · 15:37 UTCHACKER NEWSBibabomas

Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep

Semble is an open-sourced code search tool that uses 98% fewer tokens than grep and reaches 99% of the retrieval quality of a 137M-parameter code-trained transformer. It combines static Model2Vec embeddings with BM25 and code-aware signals, running on CPU without transformers. Semble is designed to solve the problem of inefficient code searching in large codebases.

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