Text embedding models | 🦜️🔗 Langchain

📄️ Aleph Alpha

There are two possible ways to use Aleph Alpha’s semantic embeddings. If

📄️ AwaDB

AwaDB is an AI Native database for

📄️ Azure OpenAI

Let’s load the Azure OpenAI Embedding class with environment variables

📄️ Baidu Qianfan

Baidu AI Cloud Qianfan Platform is a one-stop large model development

📄️ Bedrock

Amazon Bedrock is a fully managed

📄️ BGE on Hugging Face

[BGE models on the

📄️ Bookend AI

Let’s load the Bookend AI Embeddings class.

📄️ Clarifai

Clarifai is an AI Platform that provides

📄️ Text Embeddings on Cloudflare Workers AI

[Cloudflare AI

📄️ Cohere

Let’s load the Cohere Embedding class.

📄️ DashScope

Let’s load the DashScope Embedding class.

📄️ DeepInfra

DeepInfra is a serverless

📄️ EDEN AI

Eden AI is revolutionizing the AI landscape by uniting the best AI

📄️ Elasticsearch

Walkthrough of how to generate embeddings using a hosted embedding model

📄️ Embaas

embaas is a fully managed NLP API service that

📄️ ERNIE

[ERNIE

📄️ Fake Embeddings

LangChain also provides a fake embedding class. You can use this to test

📄️ FastEmbed by Qdrant

FastEmbed from

📄️ Google Vertex AI PaLM

[Vertex AI PaLM

📄️ GPT4All

GPT4All is a free-to-use, locally

📄️ Gradient

Gradient allows to create Embeddings as well fine tune and get

📄️ Hugging Face

Let’s load the Hugging Face Embedding class.

📄️ Infinity

Infinity allows to create Embeddings using a MIT-licensed Embedding

📄️ Instruct Embeddings on Hugging Face

[Hugging Face

📄️ Jina

Let’s load the Jina Embedding class.

📄️ John Snow Labs

John Snow Labs NLP & LLM ecosystem

📄️ Llama-cpp

This notebook goes over how to use Llama-cpp embeddings within LangChain

📄️ LLMRails

Let’s load the LLMRails Embeddings class.

📄️ LocalAI

Let’s load the LocalAI Embedding class. In order to use the LocalAI

📄️ MiniMax

MiniMax

📄️ ModelScope

ModelScope is big repository of the

📄️ MosaicML

MosaicML offers

📄️ NLP Cloud

NLP Cloud is an artificial

📄️ Ollama

Let’s load the Ollama Embeddings class.

📄️ OpenClip

OpenClip is an

📄️ OpenAI

Let’s load the OpenAI Embedding class.

📄️ SageMaker

Let’s load the SageMaker Endpoints Embeddings class. The class can be

📄️ Self Hosted

Let’s load the SelfHostedEmbeddings,

📄️ Sentence Transformers on Hugging Face

[Hugging Face

📄️ SpaCy

spaCy is an open-source software library for

📄️ TensorFlow Hub

TensorFlow Hub is a repository of

📄️ Text Embeddings Inference

Text Embeddings Inference (TEI) is a toolkit for deploying and serving

📄️ Voyage AI

Voyage AI provides cutting-edge

📄️ Xorbits inference (Xinference)

This notebook goes over how to use Xinference embeddings within