Embedding models convert text into vectors for storage and search in a vector database (RAG).
Supported Embedding Model Providers
Local Providers
- Built-in (Default): sentence-transformers/all-MiniLM-L6-v2
- Ollama: https://ollama.com/
- LM Studio: https://lmstudio.ai/
- Local AI: https://localai.io/
- Lemonade: https://lemonade-server.ai/
Cloud Providers
- OpenAI: https://platform.openai.com/
- Azure OpenAI: https://azure.microsoft.com/en-us/products/ai-services/openai-service
- Cohere: https://cohere.com/
- Voyage AI: https://www.voyageai.com/
- LiteLLM: https://litellm.ai/
- Mistral: https://mistral.ai/
- Generic OpenAI: https://openai.com/
- Gemini: https://ai.google.dev/
- OpenRouter: https://openrouter.ai/