Embedding Providers

Embedding providers are responsible for generating vector embeddings from text. Helios Engine supports OpenAI's embedding API out of the box.

OpenAI Embeddings

Uses OpenAI's embedding API (e.g., text-embedding-ada-002 or text-embedding-3-small).

#![allow(unused)]
fn main() {
use helios_engine::OpenAIEmbeddings;

let embeddings = OpenAIEmbeddings::new(
    "https://api.openai.com/v1/embeddings",
    std::env::var("OPENAI_API_KEY").unwrap()
);

// Or with a specific model
let embeddings = OpenAIEmbeddings::with_model(
    "https://api.openai.com/v1/embeddings",
    std::env::var("OPENAI_API_KEY").unwrap(),
    "text-embedding-3-small"
);
}

Features:

• High-quality embeddings
• 1536 dimensions (for text-embedding-ada-002 and text-embedding-3-small)
• Excellent for semantic search
• Requires an API key and an internet connection