Fake embedding model that always returns the same embedding vector for the same text.
embeddings.fake.FakeEmbeddings
Fake embedding model.
embeddings.fastembed.FastEmbedEmbeddings
Qdrant FastEmbedding models.
embeddings.google_palm.GooglePalmEmbeddings
Google's PaLM Embeddings APIs.
embeddings.gpt4all.GPT4AllEmbeddings
GPT4All embedding models.
embeddings.gradient_ai.GradientEmbeddings
Gradient.ai Embedding models.
embeddings.gradient_ai.TinyAsyncGradientEmbeddingClient([...])
A helper tool to embed Gradient.
embeddings.huggingface.HuggingFaceBgeEmbeddings
HuggingFace BGE sentence_transformers embedding models.
embeddings.huggingface.HuggingFaceEmbeddings
HuggingFace sentence_transformers embedding models.
embeddings.huggingface.HuggingFaceInferenceAPIEmbeddings
Embed texts using the HuggingFace API.
embeddings.huggingface.HuggingFaceInstructEmbeddings
Wrapper around sentence_transformers embedding models.
embeddings.huggingface_hub.HuggingFaceHubEmbeddings
HuggingFaceHub embedding models.
embeddings.infinity.InfinityEmbeddings
Embedding models for self-hosted https://github.com/michaelfeil/infinity This should also work for text-embeddings-inference and other self-hosted openai-compatible servers.
embeddings.infinity.TinyAsyncOpenAIInfinityEmbeddingClient([...])
A helper tool to embed Infinity.
embeddings.javelin_ai_gateway.JavelinAIGatewayEmbeddings
Wrapper around embeddings LLMs in the Javelin AI Gateway.
embeddings.jina.JinaEmbeddings
Jina embedding models.
embeddings.johnsnowlabs.JohnSnowLabsEmbeddings
JohnSnowLabs embedding models
embeddings.llamacpp.LlamaCppEmbeddings
llama.cpp embedding models.