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removed blas and increase batch size for vector search
This commit is contained in:
KCaverly
parent
e75f56a0f2
commit
abefa2738b
4 changed files with 9 additions and 109 deletions
97
Cargo.lock
generated
97
Cargo.lock
generated
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@ -570,7 +570,7 @@ dependencies = [
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"libc",
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"pin-project",
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"redox_syscall 0.2.16",
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"xattr 0.2.3",
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"xattr",
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]
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[[package]]
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@ -903,15 +903,6 @@ dependencies = [
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"wyz",
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]
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[[package]]
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name = "blas-src"
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version = "0.8.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "bb48fbaa7a0cb9d6d96c46bac6cedb16f13a10aebcef1c4e73515aaae8c9909d"
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dependencies = [
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"openblas-src",
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]
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[[package]]
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name = "block"
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version = "0.1.6"
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@ -1190,15 +1181,6 @@ version = "0.1.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a2698f953def977c68f935bb0dfa959375ad4638570e969e2f1e9f433cbf1af6"
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[[package]]
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name = "cblas-sys"
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version = "0.1.4"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "b6feecd82cce51b0204cf063f0041d69f24ce83f680d87514b004248e7b0fa65"
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dependencies = [
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"libc",
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]
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[[package]]
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name = "cc"
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version = "1.0.83"
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@ -4604,8 +4586,6 @@ version = "0.15.6"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
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dependencies = [
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"cblas-sys",
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"libc",
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"matrixmultiply",
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"num-complex 0.4.4",
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"num-integer",
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@ -4990,32 +4970,6 @@ version = "0.3.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "624a8340c38c1b80fd549087862da4ba43e08858af025b236e509b6649fc13d5"
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[[package]]
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name = "openblas-build"
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version = "0.10.8"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "eba42c395477605f400a8d79ee0b756cfb82abe3eb5618e35fa70d3a36010a7f"
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dependencies = [
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"anyhow",
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"flate2",
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"native-tls",
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"tar",
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"thiserror",
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"ureq",
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"walkdir",
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]
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[[package]]
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name = "openblas-src"
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version = "0.10.8"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "38e5d8af0b707ac2fe1574daa88b4157da73b0de3dc7c39fe3e2c0bb64070501"
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dependencies = [
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"dirs 3.0.2",
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"openblas-build",
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"vcpkg",
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]
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[[package]]
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name = "openssl"
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version = "0.10.57"
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@ -6490,18 +6444,6 @@ dependencies = [
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"webpki 0.22.1",
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]
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[[package]]
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name = "rustls-native-certs"
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version = "0.6.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
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dependencies = [
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"openssl-probe",
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"rustls-pemfile",
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"schannel",
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"security-framework",
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]
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[[package]]
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name = "rustls-pemfile"
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version = "1.0.3"
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@ -6820,7 +6762,6 @@ dependencies = [
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"ai",
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"anyhow",
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"async-trait",
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"blas-src",
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"client",
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"collections",
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"ctor",
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@ -6834,7 +6775,6 @@ dependencies = [
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"log",
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"ndarray",
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"node_runtime",
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"openblas-src",
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"ordered-float",
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"parking_lot 0.11.2",
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"picker",
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@ -7712,17 +7652,6 @@ version = "1.0.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
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[[package]]
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name = "tar"
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version = "0.4.40"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "b16afcea1f22891c49a00c751c7b63b2233284064f11a200fc624137c51e2ddb"
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dependencies = [
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"filetime",
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"libc",
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"xattr 1.0.1",
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]
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[[package]]
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name = "target-lexicon"
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version = "0.12.11"
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@ -8797,21 +8726,6 @@ version = "0.7.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a156c684c91ea7d62626509bce3cb4e1d9ed5c4d978f7b4352658f96a4c26b4a"
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[[package]]
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name = "ureq"
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version = "2.7.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "0b11c96ac7ee530603dcdf68ed1557050f374ce55a5a07193ebf8cbc9f8927e9"
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dependencies = [
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"base64 0.21.4",
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"flate2",
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"log",
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"native-tls",
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"once_cell",
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"rustls-native-certs",
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"url",
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]
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[[package]]
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name = "url"
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version = "2.4.1"
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@ -9865,15 +9779,6 @@ dependencies = [
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"libc",
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]
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[[package]]
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name = "xattr"
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version = "1.0.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "f4686009f71ff3e5c4dbcf1a282d0a44db3f021ba69350cd42086b3e5f1c6985"
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dependencies = [
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"libc",
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]
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[[package]]
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name = "xmlparser"
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version = "0.13.5"
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@ -39,9 +39,7 @@ rand.workspace = true
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schemars.workspace = true
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globset.workspace = true
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sha1 = "0.10.5"
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ndarray = { version = "0.15.0", features = ["blas"] }
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blas-src = { version = "0.8", features = ["openblas"] }
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openblas-src = { version = "0.10", features = ["cblas", "system"] }
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ndarray = { version = "0.15.0" }
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[dev-dependencies]
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collections = { path = "../collections", features = ["test-support"] }
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@ -1,5 +1,3 @@
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extern crate blas_src;
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use crate::{
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parsing::{Span, SpanDigest},
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SEMANTIC_INDEX_VERSION,
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@ -440,25 +438,24 @@ impl VectorDatabase {
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.filter_map(|row| row.ok())
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.collect::<Vec<(usize, Embedding)>>();
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let batch_n = 250;
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let batch_n = 1000;
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let mut batches = Vec::new();
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let mut batch_ids = Vec::new();
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let mut batch_embeddings: Vec<f32> = Vec::new();
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deserialized_rows.iter().for_each(|(id, embedding)| {
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batch_ids.push(id);
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batch_embeddings.extend(&embedding.0);
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if batch_ids.len() == batch_n {
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let array =
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Array2::from_shape_vec((batch_ids.len(), 1536), batch_embeddings.clone());
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let embeddings = std::mem::take(&mut batch_embeddings);
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let ids = std::mem::take(&mut batch_ids);
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let array = Array2::from_shape_vec((batch_ids.len(), 1536), embeddings);
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match array {
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Ok(array) => {
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batches.push((batch_ids.clone(), array));
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batches.push((ids, array));
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}
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Err(err) => log::error!("Failed to deserialize to ndarray: {:?}", err),
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}
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batch_ids = Vec::new();
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batch_embeddings = Vec::new();
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}
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});
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@ -711,7 +711,7 @@ impl SemanticIndex {
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.await?
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.pop()
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.ok_or_else(|| anyhow!("could not embed query"))?;
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log::trace!("Embedding Search Query: {:?}", t0.elapsed().as_millis());
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log::trace!("Embedding Search Query: {:?}ms", t0.elapsed().as_millis());
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let search_start = Instant::now();
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let modified_buffer_results = this.update(&mut cx, |this, cx| {
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