Embedding Models

📄️ In-process (ONNX)

LangChain4j provides a few popular local embedding models packaged as maven dependencies.

This is the documentation for the Azure OpenAI integration, that uses the Azure SDK from Microsoft, and works best if you are using the Microsoft Java stack, including advanced Azure authentication mechanisms.

📄️ Cohere

Maven Dependency

📄️ DashScope

DashScope is a platform developed by Alibaba Cloud.

📄️ GitHub Models

This is the documentation for the GitHub Models integration, that uses the Azure AI Inference API to access GitHub Models.

📄️ Google Vertex AI

Get started

📄️ Hugging Face

- https://huggingface.co/docs/api-inference/index

📄️ Jina

https://jina.ai/

📄️ Jlama

Jlama Project

📄️ LocalAI

https://localai.io/

📄️ Mistral AI

MistralAI Documentation

📄️ Nomic

https://home.nomic.ai/

📄️ Ollama

https://ollama.com/

📄️ OpenAI

This is the documentation for the OpenAI integration, that uses a custom Java implementation of the OpenAI REST API, that works best with Quarkus (as it uses the Quarkus REST client) and Spring (as it uses Spring's RestClient).