# Sting v0.1.0 - Table of Contents

> SentenceTransformers pipelines for Elixir and Bumblebee

## Pages

- [Sting](readme.md)
- [SentenceTransformers parity](sentence-transformers-parity.md)
- [Releasing Sting](releasing.md)
- [Changelog](changelog.md)

## Modules

- Encoders
  - [Sting](Sting.md): SentenceTransformers pipelines in Elixir on top of Bumblebee, Axon, and Nx.
  - [Sting.MultiVector](Sting.MultiVector.md): ColBERT-style token embeddings and late-interaction scoring.
  - [Sting.Sparse](Sting.Sparse.md): Loading and model construction for SentenceTransformers sparse encoders.

- Retrieval
  - [Sting.Mining](Sting.Mining.md): Embedding-level retrieval mining utilities aligned with SentenceTransformers.
  - [Sting.Search](Sting.Search.md): Semantic search utilities matching `sentence_transformers.util.semantic_search`.

- Utilities
  - [Sting.Quantization](Sting.Quantization.md): Embedding quantization utilities mirroring `sentence_transformers.util.quantize_embeddings`.
  - [Sting.Similarity](Sting.Similarity.md): Vector similarity and distance functions mirroring `sentence_transformers.util`.