Embeddings#
Users have a few options to choose from when it comes to embeddings.
OpenAIEmbedding: the default embedding class. Defaults to “text-embedding-ada-002”HuggingFaceEmbedding: a generic wrapper around HuggingFace’s transformers models.OptimumEmbedding: support for usage and creation of ONNX models from Optimum and HuggingFace.InstructorEmbedding: a wrapper around Instructor embedding models.LangchainEmbedding: a wrapper around Langchain’s embedding models.GoogleUnivSentEncoderEmbedding: a wrapper around Google’s Universal Sentence Encoder.AdapterEmbeddingModel: an adapter around any embedding model.