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Fixed batch embedding#1452

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Merged
SilasMarvin merged 1 commit intomasterfromsilas-fix-embed-batch
May 10, 2024
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16 changes: 10 additions & 6 deletionspgml-extension/src/api.rs
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Original file line numberDiff line numberDiff line change
Expand Up@@ -589,17 +589,21 @@ fn load_dataset(
#[cfg(all(feature = "python", not(feature = "use_as_lib")))]
#[pg_extern(immutable, parallel_safe, name = "embed")]
pub fn embed(transformer: &str, text: &str, kwargs: default!(JsonB, "'{}'")) -> Vec<f32> {
embed_batch(transformer, Vec::from([text]),kwargs)
.first()
.unwrap()
.to_vec()
match crate::bindings::transformers::embed(transformer, vec![text], &kwargs.0) {
Ok(output) => output.first().unwrap().to_vec(),
Err(e) => error!("{e}"),
}
}

#[cfg(all(feature = "python", not(feature = "use_as_lib")))]
#[pg_extern(immutable, parallel_safe, name = "embed")]
pub fn embed_batch(transformer: &str, inputs: Vec<&str>, kwargs: default!(JsonB, "'{}'")) -> Vec<Vec<f32>> {
pub fn embed_batch(
transformer: &str,
inputs: Vec<&str>,
kwargs: default!(JsonB, "'{}'"),
) -> SetOfIterator<'static, Vec<f32>> {
match crate::bindings::transformers::embed(transformer, inputs, &kwargs.0) {
Ok(output) => output,
Ok(output) =>SetOfIterator::new(output.into_iter()),
Err(e) => error!("{e}"),
}
}
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