Text Embeddings Inference

Text Embeddings Inference (TEI) is a comprehensive toolkit designed for efficient deployment and serving of open source text embeddings models. It enables high-performance extraction for the most popular models, including FlagEmbedding, Ember, GTE, and E5.

TEI offers multiple features tailored to optimize the deployment process and enhance overall performance.

Key Features:

Benchmarks

Benchmark for BAAI/bge-base-en-v1.5 on an NVIDIA A10 with a sequence length of 512 tokens:

Getting Started:

To start using TEI, check the Quick Tour guide.