Functions¶
document_transformers.embeddings_redundant_filter.get_stateful_documents(...)
Convert a list of documents to a list of documents with state.
document_transformers.openai_functions.create_metadata_tagger(...)
Create a DocumentTransformer that uses an OpenAI function chain to automatically
langchain.embeddings¶
Embedding models  are wrappers around embedding models
from different APIs and services.
Embedding models can be LLMs or not.
Class hierarchy:
Embeddings --> <name>Embeddings  # Examples: OpenAIEmbeddings, HuggingFaceEmbeddings
Classes¶
embeddings.jina.JinaEmbeddings
Jina embedding models.
embeddings.openai.OpenAIEmbeddings
OpenAI embedding models.
embeddings.cohere.CohereEmbeddings
Cohere embedding models.
embeddings.gpt4all.GPT4AllEmbeddings
GPT4All embedding models.
embeddings.mosaicml.MosaicMLInstructorEmbeddings
MosaicML embedding service.
embeddings.dashscope.DashScopeEmbeddings
DashScope embedding models.
embeddings.embaas.EmbaasEmbeddings
Embaas's embedding service.
embeddings.embaas.EmbaasEmbeddingsPayload
Payload for the embaas embeddings API.
embeddings.aleph_alpha.AlephAlphaAsymmetricSemanticEmbedding
Aleph Alpha's asymmetric semantic embedding.
embeddings.aleph_alpha.AlephAlphaSymmetricSemanticEmbedding
The symmetric version of the Aleph Alpha's semantic embeddings.
embeddings.clarifai.ClarifaiEmbeddings
Clarifai embedding models.
embeddings.base.Embeddings()
Interface for embedding models.
embeddings.vertexai.VertexAIEmbeddings
Google Cloud VertexAI embedding models.
embeddings.bedrock.BedrockEmbeddings
Bedrock embedding models.