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9.4k+ GitHub stars

6.5M+ Package downloads 1M+ Monthly model downloads

Model2Vec State-of-the-art static embeddings distilled from any sentence transformer.

Docs Stars 2.2k Downloads 4.6M

Semble Fast and accurate code search for agents.

Docs Stars 5.7k Downloads 330.7k

SemHash Multimodal semantic deduplication, outlier filtering, and representative sampling.

Docs Stars 946 Downloads 620.9k

Vicinity Flexible nearest neighbor search with multiple backends and evaluation.

Docs Stars 347 Downloads 828.8k

Tokenlearn Pre-train Model2Vec models on large corpora with efficient embedding distillation.

Docs Stars 108 Downloads 7.8k

Model2Vec-rs High-performance Rust inference for Model2Vec models with low-overhead deployment.

Docs Stars 197 Downloads 77.8k