use menta::{embed, rank_by_similarity};
fn main() {
let query = embed("openai/text-embedding-3-small", "rust cargo").expect("embed failed");
let docs = vec![
(
"rust crates",
embed("openai/text-embedding-3-small", "rust crates")
.expect("embed failed")
.embedding,
),
(
"garden flowers",
embed("openai/text-embedding-3-small", "garden flowers")
.expect("embed failed")
.embedding,
),
(
"cargo workspace",
embed("openai/text-embedding-3-small", "cargo workspace")
.expect("embed failed")
.embedding,
),
];
let ranked = rank_by_similarity(
&query.embedding,
docs.iter()
.map(|(name, embedding)| (*name, embedding.as_slice())),
);
println!("best match: {}", ranked[0].0);
}