// Embeddings model definitions for fastembed // Defines available models and their configurations for Fastembed { "type": "string", "description": "Embeddings model to use", "default": "sentence-transformers/all-MiniLM-L6-v2", "enum": [ { "id": "sentence-transformers/all-MiniLM-L6-v2", "description": "all-MiniLM-L6-v2" }, { "id": "BAAI/bge-small-en-v1.5", "description": "bge-small-en-v1.5" }, { "id": "BAAI/bge-small-zh-v1.5", "description": "bge-small-zh-v1.5" }, { "id": "snowflake/snowflake-arctic-embed-xs", "description": "snowflake-arctic-embed-xs" }, { "id": "jinaai/jina-embeddings-v2-small-en", "description": "jina-embeddings-v2-small-en" }, { "id": "nomic-ai/nomic-embed-text-v1.5-Q", "description": "nomic-embed-text-v1.5-Q" }, { "id": "snowflake/snowflake-arctic-embed-s", "description": "snowflake-arctic-embed-s" }, { "id": "BAAI/bge-small-en", "description": "bge-small-en" }, { "id": "BAAI/bge-base-en-v1.5", "description": "bge-base-en-v1.5" }, { "id": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "description": "paraphrase-multilingual-MiniLM-L12-v2" }, { "id": "Qdrant/clip-ViT-B-32-text", "description": "clip-ViT-B-32-text" }, { "id": "jinaai/jina-embeddings-v2-base-de", "description": "jina-embeddings-v2-base-de" }, { "id": "BAAI/bge-base-en", "description": "bge-base-en" }, { "id": "snowflake/snowflake-arctic-embed-m", "description": "snowflake-arctic-embed-m" }, { "id": "thenlper/gte-base", "description": "gte-base" }, { "id": "jinaai/jina-embeddings-v2-base-en", "description": "jina-embeddings-v2-base-en" }, { "id": "nomic-ai/nomic-embed-text-v1", "description": "nomic-embed-text-v1" }, { "id": "nomic-ai/nomic-embed-text-v1.5", "description": "nomic-embed-text-v1.5" }, { "id": "snowflake/snowflake-arctic-embed-m-long", "description": "snowflake-arctic-embed-m-long" }, { "id": "jinaai/jina-clip-v1", "description": "jina-clip-v1" }, { "id": "mixedbread-ai/mxbai-embed-large-v1", "description": "mxbai-embed-large-v1" }, { "id": "jinaai/jina-embeddings-v2-base-es", "description": "jina-embeddings-v2-base-es" }, { "id": "jinaai/jina-embeddings-v2-base-code", "description": "jina-embeddings-v2-base-code" }, { "id": "jinaai/jina-embeddings-v2-base-zh", "description": "jina-embeddings-v2-base-zh" }, { "id": "sentence-transformers/paraphrase-multilingual-mpnet-base-v2", "description": "paraphrase-multilingual-mpnet-base-v2" }, { "id": "snowflake/snowflake-arctic-embed-l", "description": "snowflake-arctic-embed-l" }, { "id": "BAAI/bge-large-en-v1.5", "description": "bge-large-en-v1.5" }, { "id": "thenlper/gte-large", "description": "gte-large" }, { "id": "intfloat/multilingual-e5-large", "description": "multilingual-e5-large" } ], "required": true }