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Normalize the vectors during indexation and search

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Kerollmops 2023-06-20 11:45:29 +02:00 • committed by Clément Renault
parent 321ec5f3fa
commit ab9f2269aa
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4 changed files with 21 additions and 5 deletions
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2
milli/src/update/index_documents/typed_chunk.rs
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@ -19,6 +19,7 @@ use super::helpers::{
use super::{ClonableMmap, MergeFn};
use crate::error::UserError;
use crate::facet::FacetType;
use crate::normalize_vector;
use crate::update::facet::FacetsUpdate;
use crate::update::index_documents::helpers::{as_cloneable_grenad, try_split_array_at};
use crate::{lat_lng_to_xyz, CboRoaringBitmapCodec, DocumentId, GeoPoint, Index, Result, BEU32};
@ -253,6 +254,7 @@ pub(crate) fn write_typed_chunk_into_index(
return Err(UserError::InvalidVectorDimensions { expected, found })?;
}
let vector = normalize_vector(vector);
let vector_id = hnsw.insert(vector, &mut searcher) as u32;
index.vector_id_docid.put(wtxn, &BEU32::new(vector_id), &BEU32::new(docid))?;
}