HuggingFace Text Embedding Server

High-quality embedding models from Voyage AI including voyage-3-large, voyage-4, and voyage-multimodal-3. Known for strong performance on retrieval benchmarks and domain-specific fine-tuning capabilities.

AI startup providing state-of-the-art embedding and reranking models through accessible APIs, offering both open-source and proprietary models optimized for various use cases.

OpenAI's flagship text embedding model with up to 3,072 dimensions, offering best-in-class performance and accuracy for English tasks with adjustable output sizes to optimize storage costs.

An embedding function implementation within the ChromaDB Java client (tech.amikos.chromadb.embeddings.hf.HuggingFaceEmbeddingFunction) that utilizes Hugging Face's cloud-based inference API to generate vector embeddings for documents.

A wrapper embedding function for Jina Embedding models, used to generate vector embeddings.