Jina Embeddings v2
Jina AI's embedding model, notable for an 8k-token context window at launch
Free
Embedding
8192
context tokens
137M
parameters
Apache 2.0
license
Oct 2023
released
// about Jina Embeddings v2
Jina AI's embedding model, notable for an 8k-token context window at launch
// similar models in Embedding
BERT
Google's 2018 bidirectional encoder that reshaped NLP research
Google · Embedding · Free
BGE-large-en
BAAI's widely-used general embedding model for English retrieval
BAAI · Embedding · Free
Cohere Embed Multilingual v3
Cohere's embedding model tuned for retrieval across 100+ languages
Cohere · Embedding · Paid
Cohere Embed v4
Cohere's newest multimodal embedding model for text, images, and mixed documents
Cohere · Embedding · Paid
Text-Embedding-004
Google's Gemini-era text embedding model for retrieval and semantic search
Google DeepMind · Embedding · Freemium
text-embedding-3-large
OpenAI's flagship text embedding model for search and retrieval
OpenAI · Embedding · Paid