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Update tests

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Louis Dureuil 2024-09-17 16:30:04 +02:00
parent a35a339c3d
commit 1120a5296c
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7 changed files with 185 additions and 128 deletions
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65
meilisearch/tests/search/hybrid.rs
View File

@ -128,7 +128,7 @@ async fn simple_search() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.2}, "retrieveVectors": true}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.2, "embedder": "default"}, "retrieveVectors": true}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -137,7 +137,7 @@ async fn simple_search() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.5}, "showRankingScore": true, "retrieveVectors": true}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.5, "embedder": "default"}, "showRankingScore": true, "retrieveVectors": true}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -146,7 +146,7 @@ async fn simple_search() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.8}, "showRankingScore": true, "retrieveVectors": true}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.8, "embedder": "default"}, "showRankingScore": true, "retrieveVectors": true}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -161,7 +161,7 @@ async fn limit_offset() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.2}, "retrieveVectors": true, "offset": 1, "limit": 1}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.2, "embedder": "default"}, "retrieveVectors": true, "offset": 1, "limit": 1}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -174,7 +174,7 @@ async fn limit_offset() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.9}, "retrieveVectors": true, "offset": 1, "limit": 1}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.9, "embedder": "default"}, "retrieveVectors": true, "offset": 1, "limit": 1}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -188,8 +188,11 @@ async fn simple_search_hf() {
let server = Server::new().await; let server = Server::new().await;
let index = index_with_documents_hf(&server, &SIMPLE_SEARCH_DOCUMENTS).await; let index = index_with_documents_hf(&server, &SIMPLE_SEARCH_DOCUMENTS).await;
let (response, code) = let (response, code) = index
index.search_post(json!({"q": "Captain", "hybrid": {"semanticRatio": 0.2}})).await; .search_post(
json!({"q": "Captain", "hybrid": {"semanticRatio": 0.2, "embedder": "default"}}),
)
.await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"}]"###); snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2"},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3"},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1"}]"###);
snapshot!(response["semanticHitCount"], @"0"); snapshot!(response["semanticHitCount"], @"0");
@ -197,7 +200,7 @@ async fn simple_search_hf() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
// disable ranking score as the vectors between architectures are not equal // disable ranking score as the vectors between architectures are not equal
json!({"q": "Captain", "hybrid": {"semanticRatio": 0.55}, "showRankingScore": false}), json!({"q": "Captain", "hybrid": {"embedder": "default", "semanticRatio": 0.55}, "showRankingScore": false}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -206,7 +209,7 @@ async fn simple_search_hf() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "hybrid": {"semanticRatio": 0.8}, "showRankingScore": false}), json!({"q": "Captain", "hybrid": {"embedder": "default", "semanticRatio": 0.8}, "showRankingScore": false}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -215,7 +218,7 @@ async fn simple_search_hf() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Movie World", "hybrid": {"semanticRatio": 0.2}, "showRankingScore": false}), json!({"q": "Movie World", "hybrid": {"embedder": "default", "semanticRatio": 0.2}, "showRankingScore": false}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -224,7 +227,7 @@ async fn simple_search_hf() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Wonder replacement", "hybrid": {"semanticRatio": 0.2}, "showRankingScore": false}), json!({"q": "Wonder replacement", "hybrid": {"embedder": "default", "semanticRatio": 0.2}, "showRankingScore": false}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -237,7 +240,7 @@ async fn distribution_shift() {
let server = Server::new().await; let server = Server::new().await;
let index = index_with_documents_user_provided(&server, &SIMPLE_SEARCH_DOCUMENTS_VEC).await; let index = index_with_documents_user_provided(&server, &SIMPLE_SEARCH_DOCUMENTS_VEC).await;
let search = json!({"q": "Captain", "vector": [1.0, 1.0], "showRankingScore": true, "hybrid": {"semanticRatio": 1.0}, "retrieveVectors": true}); let search = json!({"q": "Captain", "vector": [1.0, 1.0], "showRankingScore": true, "hybrid": {"embedder": "default", "semanticRatio": 1.0}, "retrieveVectors": true});
let (response, code) = index.search_post(search.clone()).await; let (response, code) = index.search_post(search.clone()).await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"regenerate":false}},"_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]],"regenerate":false}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"regenerate":false}},"_rankingScore":0.9472135901451112}]"###); snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":{"embeddings":[[2.0,3.0]],"regenerate":false}},"_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]],"regenerate":false}},"_rankingScore":0.974341630935669},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":{"embeddings":[[1.0,3.0]],"regenerate":false}},"_rankingScore":0.9472135901451112}]"###);
@ -271,7 +274,7 @@ async fn highlighter() {
let (response, code) = index let (response, code) = index
.search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0], .search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0],
"hybrid": {"semanticRatio": 0.2}, "hybrid": {"embedder": "default", "semanticRatio": 0.2},
"retrieveVectors": true, "retrieveVectors": true,
"attributesToHighlight": [ "attributesToHighlight": [
"desc", "desc",
@ -287,7 +290,7 @@ async fn highlighter() {
let (response, code) = index let (response, code) = index
.search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0], .search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0],
"hybrid": {"semanticRatio": 0.8}, "hybrid": {"embedder": "default", "semanticRatio": 0.8},
"retrieveVectors": true, "retrieveVectors": true,
"showRankingScore": true, "showRankingScore": true,
"attributesToHighlight": [ "attributesToHighlight": [
@ -304,7 +307,7 @@ async fn highlighter() {
// no highlighting on full semantic // no highlighting on full semantic
let (response, code) = index let (response, code) = index
.search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0], .search_post(json!({"q": "Captain Marvel", "vector": [1.0, 1.0],
"hybrid": {"semanticRatio": 1.0}, "hybrid": {"embedder": "default", "semanticRatio": 1.0},
"retrieveVectors": true, "retrieveVectors": true,
"showRankingScore": true, "showRankingScore": true,
"attributesToHighlight": [ "attributesToHighlight": [
@ -326,7 +329,7 @@ async fn invalid_semantic_ratio() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 1.2}}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"embedder": "default", "semanticRatio": 1.2}}),
) )
.await; .await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
@ -341,7 +344,7 @@ async fn invalid_semantic_ratio() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": -0.8}}), json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"embedder": "default", "semanticRatio": -0.8}}),
) )
.await; .await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
@ -357,7 +360,7 @@ async fn invalid_semantic_ratio() {
let (response, code) = index let (response, code) = index
.search_get( .search_get(
&yaup::to_string( &yaup::to_string(
&json!({"q": "Captain", "vector": [1.0, 1.0], "hybridSemanticRatio": 1.2}), &json!({"q": "Captain", "vector": [1.0, 1.0], "hybridEmbedder": "default", "hybridSemanticRatio": 1.2}),
) )
.unwrap(), .unwrap(),
) )
@ -375,7 +378,7 @@ async fn invalid_semantic_ratio() {
let (response, code) = index let (response, code) = index
.search_get( .search_get(
&yaup::to_string( &yaup::to_string(
&json!({"q": "Captain", "vector": [1.0, 1.0], "hybridSemanticRatio": -0.2}), &json!({"q": "Captain", "vector": [1.0, 1.0], "hybridEmbedder": "default", "hybridSemanticRatio": -0.2}),
) )
.unwrap(), .unwrap(),
) )
@ -398,7 +401,7 @@ async fn single_document() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"vector": [1.0, 3.0], "hybrid": {"semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true}), json!({"vector": [1.0, 3.0], "hybrid": {"semanticRatio": 1.0, "embedder": "default"}, "showRankingScore": true, "retrieveVectors": true}),
) )
.await; .await;
@ -414,7 +417,7 @@ async fn query_combination() {
// search without query and vector, but with hybrid => still placeholder // search without query and vector, but with hybrid => still placeholder
let (response, code) = index let (response, code) = index
.search_post(json!({"hybrid": {"semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"hybrid": {"embedder": "default", "semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -423,7 +426,7 @@ async fn query_combination() {
// same with a different semantic ratio // same with a different semantic ratio
let (response, code) = index let (response, code) = index
.search_post(json!({"hybrid": {"semanticRatio": 0.76}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"hybrid": {"embedder": "default", "semanticRatio": 0.76}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -432,7 +435,7 @@ async fn query_combination() {
// wrong vector dimensions // wrong vector dimensions
let (response, code) = index let (response, code) = index
.search_post(json!({"vector": [1.0, 0.0, 1.0], "hybrid": {"semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"vector": [1.0, 0.0, 1.0], "hybrid": {"embedder": "default", "semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
@ -447,7 +450,7 @@ async fn query_combination() {
// full vector // full vector
let (response, code) = index let (response, code) = index
.search_post(json!({"vector": [1.0, 0.0], "hybrid": {"semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"vector": [1.0, 0.0], "hybrid": {"embedder": "default", "semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -456,7 +459,7 @@ async fn query_combination() {
// full keyword, without a query // full keyword, without a query
let (response, code) = index let (response, code) = index
.search_post(json!({"vector": [1.0, 0.0], "hybrid": {"semanticRatio": 0.0}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"vector": [1.0, 0.0], "hybrid": {"embedder": "default", "semanticRatio": 0.0}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -465,7 +468,7 @@ async fn query_combination() {
// query + vector, full keyword => keyword // query + vector, full keyword => keyword
let (response, code) = index let (response, code) = index
.search_post(json!({"q": "Captain", "vector": [1.0, 0.0], "hybrid": {"semanticRatio": 0.0}, "showRankingScore": true, "retrieveVectors": true})) .search_post(json!({"q": "Captain", "vector": [1.0, 0.0], "hybrid": {"embedder": "default", "semanticRatio": 0.0}, "showRankingScore": true, "retrieveVectors": true}))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -480,7 +483,7 @@ async fn query_combination() {
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(response, @r###" snapshot!(response, @r###"
{ {
"message": "Invalid request: missing `hybrid` parameter when both `q` and `vector` are present.", "message": "Invalid request: missing `hybrid` parameter when `vector` is present.",
"code": "missing_search_hybrid", "code": "missing_search_hybrid",
"type": "invalid_request", "type": "invalid_request",
"link": "https://docs.meilisearch.com/errors#missing_search_hybrid" "link": "https://docs.meilisearch.com/errors#missing_search_hybrid"
@ -490,7 +493,7 @@ async fn query_combination() {
// full vector, without a vector => error // full vector, without a vector => error
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "hybrid": {"semanticRatio": 1.0}, "showRankingScore": true, "retrieveVectors": true}), json!({"q": "Captain", "hybrid": {"semanticRatio": 1.0, "embedder": "default"}, "showRankingScore": true, "retrieveVectors": true}),
) )
.await; .await;
@ -507,7 +510,7 @@ async fn query_combination() {
// hybrid without a vector => full keyword // hybrid without a vector => full keyword
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Planet", "hybrid": {"semanticRatio": 0.99}, "showRankingScore": true, "retrieveVectors": true}), json!({"q": "Planet", "hybrid": {"semanticRatio": 0.99, "embedder": "default"}, "showRankingScore": true, "retrieveVectors": true}),
) )
.await; .await;
@ -523,7 +526,7 @@ async fn retrieve_vectors() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "hybrid": {"semanticRatio": 0.2}, "retrieveVectors": true}), json!({"q": "Captain", "hybrid": {"embedder": "default", "semanticRatio": 0.2}, "retrieveVectors": true}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -573,7 +576,7 @@ async fn retrieve_vectors() {
let (response, code) = index let (response, code) = index
.search_post( .search_post(
json!({"q": "Captain", "hybrid": {"semanticRatio": 0.2}, "retrieveVectors": true}), json!({"q": "Captain", "hybrid": {"embedder": "default", "semanticRatio": 0.2}, "retrieveVectors": true}),
) )
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");

19
meilisearch/tests/search/mod.rs
View File

@ -1099,11 +1099,17 @@ async fn experimental_feature_vector_store() {
index.add_documents(json!(documents), None).await; index.add_documents(json!(documents), None).await;
index.wait_task(0).await; index.wait_task(0).await;
index let (response, code) = index
.search(json!({ .search_post(json!({
"vector": [1.0, 2.0, 3.0], "vector": [1.0, 2.0, 3.0],
"hybrid": {
"embedder": "manual",
},
"showRankingScore": true "showRankingScore": true
}), |response, code|{ }))
.await;
{
meili_snap::snapshot!(code, @"400 Bad Request"); meili_snap::snapshot!(code, @"400 Bad Request");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###" meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{ {
@ -1113,8 +1119,8 @@ async fn experimental_feature_vector_store() {
"link": "https://docs.meilisearch.com/errors#feature_not_enabled" "link": "https://docs.meilisearch.com/errors#feature_not_enabled"
} }
"###); "###);
}) }
.await;
index index
.search(json!({ .search(json!({
"retrieveVectors": true, "retrieveVectors": true,
@ -1162,6 +1168,9 @@ async fn experimental_feature_vector_store() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"vector": [1.0, 2.0, 3.0], "vector": [1.0, 2.0, 3.0],
"hybrid": {
"embedder": "manual",
},
"showRankingScore": true, "showRankingScore": true,
"retrieveVectors": true, "retrieveVectors": true,
})) }))

88
meilisearch/tests/similar/errors.rs
View File

@ -18,7 +18,7 @@ async fn similar_unexisting_index() {
}); });
index index
.similar(json!({"id": 287947}), |response, code| { .similar(json!({"id": 287947, "embedder": "manual"}), |response, code| {
assert_eq!(code, 404); assert_eq!(code, 404);
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
}) })
@ -44,7 +44,7 @@ async fn similar_feature_not_enabled() {
let server = Server::new().await; let server = Server::new().await;
let index = server.index("test"); let index = server.index("test");
let (response, code) = index.similar_post(json!({"id": 287947})).await; let (response, code) = index.similar_post(json!({"id": 287947, "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -199,7 +199,8 @@ async fn similar_not_found_id() {
snapshot!(code, @"202 Accepted"); snapshot!(code, @"202 Accepted");
server.wait_task(response.uid()).await; server.wait_task(response.uid()).await;
let (response, code) = index.similar_post(json!({"id": "definitely-doesnt-exist"})).await; let (response, code) =
index.similar_post(json!({"id": "definitely-doesnt-exist", "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -230,7 +231,8 @@ async fn similar_bad_offset() {
snapshot!(code, @"202 Accepted"); snapshot!(code, @"202 Accepted");
server.wait_task(response.uid()).await; server.wait_task(response.uid()).await;
let (response, code) = index.similar_post(json!({"id": 287947, "offset": "doggo"})).await; let (response, code) =
index.similar_post(json!({"id": 287947, "offset": "doggo", "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -241,7 +243,7 @@ async fn similar_bad_offset() {
} }
"###); "###);
let (response, code) = index.similar_get("?id=287947&offset=doggo").await; let (response, code) = index.similar_get("?id=287947&offset=doggo&embedder=manual").await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -272,7 +274,8 @@ async fn similar_bad_limit() {
snapshot!(code, @"202 Accepted"); snapshot!(code, @"202 Accepted");
server.wait_task(response.uid()).await; server.wait_task(response.uid()).await;
let (response, code) = index.similar_post(json!({"id": 287947, "limit": "doggo"})).await; let (response, code) =
index.similar_post(json!({"id": 287947, "limit": "doggo", "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -283,7 +286,7 @@ async fn similar_bad_limit() {
} }
"###); "###);
let (response, code) = index.similar_get("?id=287946&limit=doggo").await; let (response, code) = index.similar_get("?id=287946&limit=doggo&embedder=manual").await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -323,7 +326,8 @@ async fn similar_bad_filter() {
snapshot!(code, @"202 Accepted"); snapshot!(code, @"202 Accepted");
index.wait_task(value.uid()).await; index.wait_task(value.uid()).await;
let (response, code) = index.similar_post(json!({ "id": 287947, "filter": true })).await; let (response, code) =
index.similar_post(json!({ "id": 287947, "filter": true, "embedder": "manual" })).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -361,7 +365,7 @@ async fn filter_invalid_syntax_object() {
index.wait_task(value.uid()).await; index.wait_task(value.uid()).await;
index index
.similar(json!({"id": 287947, "filter": "title & Glass"}), |response, code| { .similar(json!({"id": 287947, "filter": "title & Glass", "embedder": "manual"}), |response, code| {
snapshot!(response, @r###" snapshot!(response, @r###"
{ {
"message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass", "message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass",
@ -400,7 +404,7 @@ async fn filter_invalid_syntax_array() {
index.wait_task(value.uid()).await; index.wait_task(value.uid()).await;
index index
.similar(json!({"id": 287947, "filter": ["title & Glass"]}), |response, code| { .similar(json!({"id": 287947, "filter": ["title & Glass"], "embedder": "manual"}), |response, code| {
snapshot!(response, @r###" snapshot!(response, @r###"
{ {
"message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass", "message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass",
@ -446,7 +450,7 @@ async fn filter_invalid_syntax_string() {
}); });
index index
.similar( .similar(
json!({"id": 287947, "filter": "title = Glass XOR title = Glass"}), json!({"id": 287947, "filter": "title = Glass XOR title = Glass", "embedder": "manual"}),
|response, code| { |response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
@ -486,10 +490,13 @@ async fn filter_invalid_attribute_array() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": ["many = Glass"]}), |response, code| { .similar(
json!({"id": 287947, "filter": ["many = Glass"], "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -524,10 +531,13 @@ async fn filter_invalid_attribute_string() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": "many = Glass"}), |response, code| { .similar(
json!({"id": 287947, "filter": "many = Glass", "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -562,10 +572,13 @@ async fn filter_reserved_geo_attribute_array() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": ["_geo = Glass"]}), |response, code| { .similar(
json!({"id": 287947, "filter": ["_geo = Glass"], "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -600,10 +613,13 @@ async fn filter_reserved_geo_attribute_string() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": "_geo = Glass"}), |response, code| { .similar(
json!({"id": 287947, "filter": "_geo = Glass", "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -638,10 +654,13 @@ async fn filter_reserved_attribute_array() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": ["_geoDistance = Glass"]}), |response, code| { .similar(
json!({"id": 287947, "filter": ["_geoDistance = Glass"], "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -676,10 +695,13 @@ async fn filter_reserved_attribute_string() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": "_geoDistance = Glass"}), |response, code| { .similar(
json!({"id": 287947, "filter": "_geoDistance = Glass", "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -714,10 +736,13 @@ async fn filter_reserved_geo_point_array() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": ["_geoPoint = Glass"]}), |response, code| { .similar(
json!({"id": 287947, "filter": ["_geoPoint = Glass"], "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -752,10 +777,13 @@ async fn filter_reserved_geo_point_string() {
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter" "link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
}); });
index index
.similar(json!({"id": 287947, "filter": "_geoPoint = Glass"}), |response, code| { .similar(
json!({"id": 287947, "filter": "_geoPoint = Glass", "embedder": "manual"}),
|response, code| {
assert_eq!(response, expected_response); assert_eq!(response, expected_response);
assert_eq!(code, 400); assert_eq!(code, 400);
}) },
)
.await; .await;
} }
@ -765,7 +793,8 @@ async fn similar_bad_retrieve_vectors() {
server.set_features(json!({"vectorStore": true})).await; server.set_features(json!({"vectorStore": true})).await;
let index = server.index("test"); let index = server.index("test");
let (response, code) = index.similar_post(json!({"retrieveVectors": "doggo"})).await; let (response, code) =
index.similar_post(json!({"retrieveVectors": "doggo", "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {
@ -776,7 +805,8 @@ async fn similar_bad_retrieve_vectors() {
} }
"###); "###);
let (response, code) = index.similar_post(json!({"retrieveVectors": [true]})).await; let (response, code) =
index.similar_post(json!({"retrieveVectors": [true], "embedder": "manual"})).await;
snapshot!(code, @"400 Bad Request"); snapshot!(code, @"400 Bad Request");
snapshot!(json_string!(response), @r###" snapshot!(json_string!(response), @r###"
{ {

37
meilisearch/tests/similar/mod.rs
View File

@ -80,7 +80,9 @@ async fn basic() {
index.wait_task(value.uid()).await; index.wait_task(value.uid()).await;
index index
.similar(json!({"id": 143, "retrieveVectors": true}), |response, code| { .similar(
json!({"id": 143, "retrieveVectors": true, "embedder": "manual"}),
|response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"
[ [
@ -154,11 +156,14 @@ async fn basic() {
} }
] ]
"###); "###);
}) },
)
.await; .await;
index index
.similar(json!({"id": "299537", "retrieveVectors": true}), |response, code| { .similar(
json!({"id": "299537", "retrieveVectors": true, "embedder": "manual"}),
|response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"
[ [
@ -232,7 +237,8 @@ async fn basic() {
} }
] ]
"###); "###);
}) },
)
.await; .await;
} }
@ -272,7 +278,7 @@ async fn ranking_score_threshold() {
index index
.similar( .similar(
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0, "retrieveVectors": true}), json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"4"); meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"4");
@ -358,7 +364,7 @@ async fn ranking_score_threshold() {
index index
.similar( .similar(
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.2, "retrieveVectors": true}), json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.2, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"3"); meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"3");
@ -426,7 +432,7 @@ async fn ranking_score_threshold() {
index index
.similar( .similar(
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.3, "retrieveVectors": true}), json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.3, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"2"); meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"2");
@ -476,7 +482,7 @@ async fn ranking_score_threshold() {
index index
.similar( .similar(
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.6, "retrieveVectors": true}), json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.6, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"1"); meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"1");
@ -508,7 +514,7 @@ async fn ranking_score_threshold() {
index index
.similar( .similar(
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.9, "retrieveVectors": true}), json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.9, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @"[]"); snapshot!(json_string!(response["hits"]), @"[]");
@ -553,7 +559,7 @@ async fn filter() {
index index
.similar( .similar(
json!({"id": 522681, "filter": "release_year = 2019", "retrieveVectors": true}), json!({"id": 522681, "filter": "release_year = 2019", "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"
@ -617,7 +623,7 @@ async fn filter() {
index index
.similar( .similar(
json!({"id": 522681, "filter": "release_year < 2000", "retrieveVectors": true}), json!({"id": 522681, "filter": "release_year < 2000", "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"
@ -681,7 +687,9 @@ async fn limit_and_offset() {
index.wait_task(value.uid()).await; index.wait_task(value.uid()).await;
index index
.similar(json!({"id": 143, "limit": 1, "retrieveVectors": true}), |response, code| { .similar(
json!({"id": 143, "limit": 1, "retrieveVectors": true, "embedder": "manual"}),
|response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"
[ [
@ -704,12 +712,13 @@ async fn limit_and_offset() {
} }
] ]
"###); "###);
}) },
)
.await; .await;
index index
.similar( .similar(
json!({"id": 143, "limit": 1, "offset": 1, "retrieveVectors": true}), json!({"id": 143, "limit": 1, "offset": 1, "retrieveVectors": true, "embedder": "manual"}),
|response, code| { |response, code| {
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###" snapshot!(json_string!(response["hits"]), @r###"

9
meilisearch/tests/vector/mod.rs
View File

@ -624,7 +624,8 @@ async fn clear_documents() {
"###); "###);
// Make sure the arroy DB has been cleared // Make sure the arroy DB has been cleared
let (documents, _code) = index.search_post(json!({ "vector": [1, 1, 1] })).await; let (documents, _code) =
index.search_post(json!({ "vector": [1, 1, 1], "hybrid": {"embedder": "manual"} })).await;
snapshot!(documents, @r###" snapshot!(documents, @r###"
{ {
"hits": [], "hits": [],
@ -685,7 +686,11 @@ async fn add_remove_one_vector_4588() {
let task = index.wait_task(value.uid()).await; let task = index.wait_task(value.uid()).await;
snapshot!(task, name: "document-deleted"); snapshot!(task, name: "document-deleted");
let (documents, _code) = index.search_post(json!({"vector": [1, 1, 1] })).await; let (documents, _code) = index
.search_post(
json!({"vector": [1, 1, 1], "hybrid": {"semanticRatio": 1.0, "embedder": "manual"} }),
)
.await;
snapshot!(documents, @r###" snapshot!(documents, @r###"
{ {
"hits": [ "hits": [

32
meilisearch/tests/vector/openai.rs
View File

@ -449,7 +449,7 @@ async fn it_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "chien de chasse", "q": "chien de chasse",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"},
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -489,7 +489,7 @@ async fn it_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "petit chien", "q": "petit chien",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -529,7 +529,7 @@ async fn it_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -616,7 +616,7 @@ async fn tokenize_long_text() {
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"showRankingScore": true, "showRankingScore": true,
"attributesToRetrieve": ["id"], "attributesToRetrieve": ["id"],
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1064,7 +1064,7 @@ async fn smaller_dimensions() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "chien de chasse", "q": "chien de chasse",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1104,7 +1104,7 @@ async fn smaller_dimensions() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "petit chien", "q": "petit chien",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1144,7 +1144,7 @@ async fn smaller_dimensions() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1295,7 +1295,7 @@ async fn small_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "chien de chasse", "q": "chien de chasse",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1335,7 +1335,7 @@ async fn small_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "petit chien", "q": "petit chien",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1375,7 +1375,7 @@ async fn small_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1525,7 +1525,7 @@ async fn legacy_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "chien de chasse", "q": "chien de chasse",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1565,7 +1565,7 @@ async fn legacy_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "petit chien", "q": "petit chien",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1605,7 +1605,7 @@ async fn legacy_embedding_model() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1756,7 +1756,7 @@ async fn it_still_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "chien de chasse", "q": "chien de chasse",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1796,7 +1796,7 @@ async fn it_still_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "petit chien", "q": "petit chien",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");
@ -1836,7 +1836,7 @@ async fn it_still_works() {
let (response, code) = index let (response, code) = index
.search_post(json!({ .search_post(json!({
"q": "grand chien de berger des montagnes", "q": "grand chien de berger des montagnes",
"hybrid": {"semanticRatio": 1.0} "hybrid": {"semanticRatio": 1.0, "embedder": "default"}
})) }))
.await; .await;
snapshot!(code, @"200 OK"); snapshot!(code, @"200 OK");

3
meilisearch/tests/vector/settings.rs
View File

@ -218,7 +218,8 @@ async fn reset_embedder_documents() {
"###); "###);
// Make sure the arroy DB has been cleared // Make sure the arroy DB has been cleared
let (documents, _code) = index.search_post(json!({ "vector": [1, 1, 1] })).await; let (documents, _code) =
index.search_post(json!({ "vector": [1, 1, 1], "hybrid": {"embedder": "default"} })).await;
snapshot!(json_string!(documents), @r###" snapshot!(json_string!(documents), @r###"
{ {
"message": "Cannot find embedder with name `default`.", "message": "Cannot find embedder with name `default`.",