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sachaarbonel/constructing_the_tree.diff

Created November 5, 2022 21:32
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constructing_the_tree.diff
fn main() -> anyhow::Result<()> {
let model = SentenceEmbeddingsBuilder::remote(SentenceEmbeddingsModelType::AllMiniLmL12V2).create_model()?;
let json = fs::read_to_string("data/books.json")?;
let library: Library = serde_json::from_str(&json)?;
let mut embeddedbooks = Vec::new();
for book in library.books.clone() {
println!("Embedding book: {}", book.title);
let embeddings = model.encode(&[book.clone().summary])?;
let embedding = to_array(embeddings[0].as_slice());
embeddedbooks.push(book.to_embedded(embedding));
}
+ let kdtree = kd_tree::KdSlice::sort_by(&mut embeddedbooks, |item1, item2, k| {
+ item1.embeddings[k]
+ .partial_cmp(&item2.embeddings[k])
+ .unwrap()
+ });
Ok(())
}
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