mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-11-26 06:44:27 +01:00
fix the regeneration of the embeddings in the search
This commit is contained in:
Tamo
parent
d85ab23b82
commit
31a793d226
@ -5366,7 +5366,7 @@ mod tests {
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template: "{{doc.doggo}}",
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},
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},
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user_defined: RoaringBitmap<[1, 2]>,
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user_provided: RoaringBitmap<[1, 2]>,
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},
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]
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"###);
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@ -15,6 +15,7 @@ use meilisearch_types::error::{Code, ResponseError};
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use meilisearch_types::heed::RoTxn;
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use meilisearch_types::index_uid::IndexUid;
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use meilisearch_types::milli::score_details::{ScoreDetails, ScoringStrategy};
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use meilisearch_types::milli::vector::parsed_vectors::ExplicitVectors;
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use meilisearch_types::milli::vector::Embedder;
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use meilisearch_types::milli::{FacetValueHit, OrderBy, SearchForFacetValues, TimeBudget};
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use meilisearch_types::settings::DEFAULT_PAGINATION_MAX_TOTAL_HITS;
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@ -1066,18 +1067,13 @@ fn make_hits(
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if retrieve_vectors {
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let mut vectors = serde_json::Map::new();
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for (name, mut vector) in index.embeddings(rtxn, id)? {
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for (name, vector) in index.embeddings(rtxn, id)? {
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let user_provided = embedding_configs
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.iter()
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.find(|conf| conf.name == name)
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.is_some_and(|conf| conf.user_provided.contains(id));
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let mut embedding = serde_json::Map::new();
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embedding.insert("userProvided".to_string(), user_provided.into());
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match vector.as_mut_slice() {
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[one] => embedding.insert("embedding".to_string(), std::mem::take(one).into()),
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_ => embedding.insert("embedding".to_string(), vector.into()),
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};
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vectors.insert(name, embedding.into());
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let embeddings = ExplicitVectors { embeddings: vector.into(), user_provided };
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vectors.insert(name, serde_json::to_value(embeddings)?);
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}
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document.insert("_vectors".into(), vectors.into());
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}
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@ -1940,8 +1940,9 @@ async fn import_dump_v6_containing_experimental_features() {
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}
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// In this test we must generate the dump ourselves to ensure the
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// `user defined` vectors are well set
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// `user provided` vectors are well set
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#[actix_rt::test]
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#[cfg_attr(target_os = "windows", ignore)]
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async fn generate_and_import_dump_containing_vectors() {
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let temp = tempfile::tempdir().unwrap();
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let mut opt = default_settings(temp.path());
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@ -2087,15 +2088,15 @@ async fn generate_and_import_dump_containing_vectors() {
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index
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.search(json!({"retrieveVectors": true}), |response, code| {
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"], { "[]._vectors.doggo_embedder.embedding" => "[vector]" }), @r###"
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snapshot!(json_string!(response["hits"], { "[]._vectors.doggo_embedder.embeddings" => "[vector]" }), @r###"
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[
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{
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"id": 0,
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"doggo": "kefir",
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"_vectors": {
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"doggo_embedder": {
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"userDefined": true,
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"embedding": "[vector]"
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"embeddings": "[vector]",
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"userProvided": true
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}
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}
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},
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@ -2104,8 +2105,8 @@ async fn generate_and_import_dump_containing_vectors() {
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"doggo": "echo",
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"_vectors": {
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"doggo_embedder": {
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"userDefined": true,
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"embedding": "[vector]"
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"embeddings": "[vector]",
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"userProvided": true
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}
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}
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},
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@ -2114,8 +2115,8 @@ async fn generate_and_import_dump_containing_vectors() {
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"doggo": "intel",
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"_vectors": {
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"doggo_embedder": {
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"userDefined": false,
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"embedding": "[vector]"
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"embeddings": "[vector]",
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"userProvided": false
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}
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}
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},
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@ -2124,8 +2125,8 @@ async fn generate_and_import_dump_containing_vectors() {
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"doggo": "bill",
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"_vectors": {
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"doggo_embedder": {
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"userDefined": false,
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"embedding": "[vector]"
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"embeddings": "[vector]",
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"userProvided": false
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}
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}
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},
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@ -2134,8 +2135,8 @@ async fn generate_and_import_dump_containing_vectors() {
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"doggo": "max",
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"_vectors": {
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"doggo_embedder": {
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"userDefined": false,
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"embedding": "[vector]"
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"embeddings": "[vector]",
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"userProvided": false
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}
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}
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}
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@ -128,7 +128,7 @@ async fn simple_search() {
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)
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}}},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}}}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}}},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}}}]"###);
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snapshot!(response["semanticHitCount"], @"0");
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let (response, code) = index
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@ -137,7 +137,7 @@ async fn simple_search() {
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)
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["semanticHitCount"], @"2");
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let (response, code) = index
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@ -146,7 +146,7 @@ async fn simple_search() {
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)
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["semanticHitCount"], @"3");
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}
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@ -207,7 +207,7 @@ async fn distribution_shift() {
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let search = json!({"q": "Captain", "vector": [1.0, 1.0], "showRankingScore": true, "hybrid": {"semanticRatio": 1.0}, "retrieveVectors": true});
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let (response, code) = index.search_post(search.clone()).await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":0.9472135901451112}]"###);
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let (response, code) = index
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.update_settings(json!({
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@ -228,7 +228,7 @@ async fn distribution_shift() {
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let (response, code) = index.search_post(search).await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.19161224365234375},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.1920928955078125e-7},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.1920928955078125e-7}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.19161224365234375},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":1.1920928955078125e-7},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":1.1920928955078125e-7}]"###);
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}
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#[actix_rt::test]
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@ -249,7 +249,7 @@ async fn highlighter() {
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"}},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"}}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"}},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"}}]"###);
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snapshot!(response["semanticHitCount"], @"0");
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let (response, code) = index
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@ -265,7 +265,7 @@ async fn highlighter() {
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the **BEGIN**Marvel**END** Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_formatted":{"title":"Shazam!","desc":"a **BEGIN**Captain**END** **BEGIN**Marvel**END** ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["semanticHitCount"], @"3");
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// no highlighting on full semantic
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@ -282,7 +282,7 @@ async fn highlighter() {
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_formatted":{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_formatted":{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},"_rankingScore":0.990290343761444},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_formatted":{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_formatted":{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"},"_rankingScore":0.9472135901451112}]"###);
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snapshot!(response["semanticHitCount"], @"3");
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}
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@ -370,7 +370,7 @@ async fn single_document() {
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"][0], @r###"{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0}"###);
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snapshot!(response["hits"][0], @r###"{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":1.0}"###);
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snapshot!(response["semanticHitCount"], @"1");
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}
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@ -385,7 +385,7 @@ async fn query_combination() {
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":1.0}]"###);
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snapshot!(response["semanticHitCount"], @"null");
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// same with a different semantic ratio
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@ -394,7 +394,7 @@ async fn query_combination() {
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
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snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":1.0}]"###);
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snapshot!(response["semanticHitCount"], @"null");
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// wrong vector dimensions
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@ -418,7 +418,7 @@ async fn query_combination() {
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.await;
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snapshot!(code, @"200 OK");
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.7773500680923462},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.7236068248748779},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.6581138968467712}]"###);
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.7773500680923462},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.7236068248748779},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":0.6581138968467712}]"###);
|
||||
snapshot!(response["semanticHitCount"], @"3");
|
||||
|
||||
// full keyword, without a query
|
||||
@ -427,7 +427,7 @@ async fn query_combination() {
|
||||
.await;
|
||||
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":1.0}]"###);
|
||||
snapshot!(response["hits"], @r###"[{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":1.0},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":1.0}]"###);
|
||||
snapshot!(response["semanticHitCount"], @"null");
|
||||
|
||||
// query + vector, full keyword => keyword
|
||||
@ -436,7 +436,7 @@ async fn query_combination() {
|
||||
.await;
|
||||
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9848484848484848},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"userDefined":true,"embedding":[2.0,3.0]}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"userDefined":true,"embedding":[1.0,3.0]}},"_rankingScore":0.9242424242424242}]"###);
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.9848484848484848},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"userProvided":true}},"_rankingScore":0.9848484848484848},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"userProvided":true}},"_rankingScore":0.9242424242424242}]"###);
|
||||
snapshot!(response["semanticHitCount"], @"null");
|
||||
|
||||
// query + vector, no hybrid keyword =>
|
||||
@ -479,6 +479,6 @@ async fn query_combination() {
|
||||
.await;
|
||||
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"userDefined":true,"embedding":[1.0,2.0]}},"_rankingScore":0.9242424242424242}]"###);
|
||||
snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":{"embeddings":[[1.0,2.0]],"userProvided":true}},"_rankingScore":0.9242424242424242}]"###);
|
||||
snapshot!(response["semanticHitCount"], @"0");
|
||||
}
|
||||
|
||||
@ -1350,12 +1350,14 @@ async fn experimental_feature_vector_store() {
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
1.0,
|
||||
2.0,
|
||||
3.0
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
1.0,
|
||||
2.0,
|
||||
3.0
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 1.0
|
||||
@ -1365,12 +1367,14 @@ async fn experimental_feature_vector_store() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
1.0,
|
||||
2.0,
|
||||
54.0
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
1.0,
|
||||
2.0,
|
||||
54.0
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.9129111766815186
|
||||
@ -1380,12 +1384,14 @@ async fn experimental_feature_vector_store() {
|
||||
"id": "450465",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
-100.0,
|
||||
340.0,
|
||||
90.0
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
-100.0,
|
||||
340.0,
|
||||
90.0
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.8106412887573242
|
||||
@ -1395,12 +1401,14 @@ async fn experimental_feature_vector_store() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
-100.0,
|
||||
231.0,
|
||||
32.0
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
-100.0,
|
||||
231.0,
|
||||
32.0
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.7412010431289673
|
||||
@ -1410,12 +1418,14 @@ async fn experimental_feature_vector_store() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
10.0,
|
||||
-23.0,
|
||||
32.0
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
10.0,
|
||||
-23.0,
|
||||
32.0
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.6972063183784485
|
||||
|
||||
@ -88,12 +88,14 @@ async fn basic() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -103,12 +105,14 @@ async fn basic() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -118,12 +122,14 @@ async fn basic() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -133,12 +139,14 @@ async fn basic() {
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -158,12 +166,14 @@ async fn basic() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -173,12 +183,14 @@ async fn basic() {
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -188,12 +200,14 @@ async fn basic() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -203,12 +217,14 @@ async fn basic() {
|
||||
"id": "143",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -264,12 +280,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
@ -280,12 +298,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
@ -296,12 +316,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.2819308042526245
|
||||
@ -312,12 +334,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.1662663221359253
|
||||
@ -342,12 +366,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
@ -358,12 +384,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
@ -374,12 +402,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.2819308042526245
|
||||
@ -404,12 +434,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
@ -420,12 +452,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
@ -450,12 +484,14 @@ async fn ranking_score_threshold() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
@ -522,12 +558,14 @@ async fn filter() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -537,12 +575,14 @@ async fn filter() {
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
},
|
||||
@ -552,12 +592,14 @@ async fn filter() {
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -580,12 +622,14 @@ async fn filter() {
|
||||
"id": "143",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -639,12 +683,14 @@ async fn limit_and_offset() {
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -666,12 +712,14 @@ async fn limit_and_offset() {
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"userDefined": true,
|
||||
"embedding": [
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"userProvided": true
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@ -160,6 +160,22 @@ impl VectorOrArrayOfVectors {
|
||||
pub fn from_array_of_vectors(array_of_vec: Vec<Embedding>) -> Self {
|
||||
Self { inner: Some(either::Either::Left(array_of_vec)) }
|
||||
}
|
||||
|
||||
pub fn from_vector(vec: Embedding) -> Self {
|
||||
Self { inner: Some(either::Either::Right(vec)) }
|
||||
}
|
||||
}
|
||||
|
||||
impl From<Embedding> for VectorOrArrayOfVectors {
|
||||
fn from(vec: Embedding) -> Self {
|
||||
Self::from_vector(vec)
|
||||
}
|
||||
}
|
||||
|
||||
impl From<Vec<Embedding>> for VectorOrArrayOfVectors {
|
||||
fn from(vec: Vec<Embedding>) -> Self {
|
||||
Self::from_array_of_vectors(vec)
|
||||
}
|
||||
}
|
||||
|
||||
#[cfg(test)]
|
||||
|
||||
Loading…
Reference in New Issue
Block a user