Embeddings
SurrealDB offers comprehensive support for vector embeddings, enabling powerful semantic search and machine learning capabilities across your data. Through integrations with leading embedding providers, you can easily store, index and query high-dimensional vectors alongside your regular data.
Quick start with Python
LangChain, Ollama, Mistral, and more
Quick start with Rust
Mistral, Ollama, and more
Full examples
| Mistral | Mistral AI's embedding model and SurrealDB vector search (Python and Rust) |
| OpenAI | OpenAI's embedding service and SurrealDB vector search (Python and Rust) |