SentenceTransformers: Python framework for sentence, text and image embeddings

• fast_vector_similarity

  7 323 7.2 Rust

  The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.

Yes, check out my library for vector similarity that has various other measures which are more discriminative:

https://github.com/Dicklesworthstone/fast_vector_similarity

pip install fast_vector_similarity

• LASER

  5 3,520 7.0 Jupyter Notebook

  Language-Agnostic SEntence Representations

  

I'm curious how people are handling multi-lingual embeddings.

I've found LASER[1] which originally had the idea to embed all languages in the same vector space, though it's a bit harder to use than models available through SentenceTransformers. LASER2 stuck with this approach, but LASER3 switched to language-specific models. However, I haven't found benchmarks for these models, and they were released about 2 years ago.

Another alternative would be to translate everything before embedding, which would introduce some amount of error, though maybe it wouldn't be significant.

1. https://github.com/facebookresearch/LASER

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

Suggest a related project