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DenseEmbeddings

All registered DenseEmbedding components in DashAI.

NameDescription
BERTEmbeddingDense embeddings using BERT models with configurable pooling.
DistilBERTEmbeddingDense embeddings using DistilBERT models with configurable pooling.
E5EmbeddingDense embeddings using E5 models with average pooling + L2 normalization.
InstructorEmbeddingDense embeddings using INSTRUCTOR instruction-tuned models.
LaBSEmbeddingDense embeddings using the LaBSE multilingual model (109 languages).
RoBERTaEmbeddingDense embeddings using RoBERTa / XLM-RoBERTa models with mean/max pooling.
SentenceTransformerEmbeddingDense embeddings using Sentence Transformer models.