Vector embeddings

The quickest way to retrieve vector embeddings is to use the fastembed crate, which does not require a user key or calling into an external service.

The following blog posts include runnable examples using vector embeddings via the Rust SDK.

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  Building an AI-native multi-model UI with SurrealDB
  : a UI built with Iced.rs with OpenAI and Mistral embeddings

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  Hybrid vector + text Search in the terminal with SurrealDB and Ratatui: a UI built with Ratatui.rs with OpenAI and Mistral embeddings

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  Make a medical chatbot using GraphRAG with SurrealDB + LangChain

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  Semantic search in Rust with SurrealDB and Mistral AI
  

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  Semantic search with SurrealDB and OpenAI
  

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  Building a smart knowledge agent with SurrealDB and Rig.rs