Search Packages

mteb

MTEB: Massive Text Embedding Benchmark

instructorembedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

gritlm

Generative Representational Instruction Tuning

qwen3-embed

Lightweight ONNX inference for Qwen3 embedding and reranking models

m3serve

Optimised BAAI/bge-m3 serving with dense + sparse + ColBERT embeddings, async dynamic batching and pipeline GPU inference

sentrev

Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs

embeddingcache

Retrieve text embeddings, but cache them locally if we have already computed them.

semaclust

Semantic text clustering using sentence embeddings and agglomerative clustering

vecstore-rs

The perfect vector database - 100/100 score, embeddable, high-performance, production-ready with RAG toolkit