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Introduce an Ollama integration test
This commit is contained in:
Louis Dureuil
Kerollmops
parent
e93a5719ef
commit
56438bdea4
@ -1,4 +1,5 @@
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mod binary_quantized;
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mod ollama;
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mod openai;
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mod rest;
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mod settings;
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733
crates/meilisearch/tests/vector/ollama.rs
Normal file
733
crates/meilisearch/tests/vector/ollama.rs
Normal file
@ -0,0 +1,733 @@
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//! Tests ollama embedders with the server at the location described by `MEILI_TEST_OLLAMA_SERVER` environment variable.
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use std::env::VarError;
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use meili_snap::{json_string, snapshot};
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use crate::common::{GetAllDocumentsOptions, Value};
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use crate::json;
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use crate::vector::get_server_vector;
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pub enum Endpoint {
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/// Deprecated, undocumented endpoint
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Embeddings,
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/// Current endpoint
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Embed,
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}
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impl Endpoint {
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fn suffix(&self) -> &'static str {
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match self {
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Endpoint::Embeddings => "/api/embeddings",
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Endpoint::Embed => "/api/embed",
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}
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}
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}
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pub enum Model {
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Nomic,
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AllMinilm,
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}
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impl Model {
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fn name(&self) -> &'static str {
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match self {
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Model::Nomic => "nomic-embed-text",
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Model::AllMinilm => "all-minilm",
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}
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}
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}
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const DOGGO_TEMPLATE: &str = r#"{%- if doc.gender == "F" -%}Une chienne nommée {{doc.name}}, née en {{doc.birthyear}}
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{%- else -%}
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Un chien nommé {{doc.name}}, né en {{doc.birthyear}}
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{%- endif %}, de race {{doc.breed}}."#;
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fn create_ollama_config_with_template(
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document_template: &str,
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model: Model,
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endpoint: Endpoint,
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) -> Option<Value> {
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let ollama_base_url = match std::env::var("MEILI_TEST_OLLAMA_SERVER") {
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Ok(ollama_base_url) => ollama_base_url,
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Err(VarError::NotPresent) => return None,
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Err(VarError::NotUnicode(s)) => panic!(
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"`MEILI_TEST_OLLAMA_SERVER` was not properly utf-8, `{:?}`",
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s.as_encoded_bytes()
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),
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};
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Some(json!({
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"source": "ollama",
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"url": format!("{ollama_base_url}{}", endpoint.suffix()),
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"documentTemplate": document_template,
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"documentTemplateMaxBytes": 8000000,
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"model": model.name()
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}))
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}
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#[actix_rt::test]
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async fn test_both_apis() {
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let Some(embed_settings) =
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create_ollama_config_with_template(DOGGO_TEMPLATE, Model::AllMinilm, Endpoint::Embed)
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else {
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panic!("Missing `MEILI_TEST_OLLAMA_SERVER` environment variable, skipping `test_both_apis` test.");
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};
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let Some(embeddings_settings) =
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create_ollama_config_with_template(DOGGO_TEMPLATE, Model::AllMinilm, Endpoint::Embeddings)
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else {
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return;
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};
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let Some(nomic_embed_settings) =
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create_ollama_config_with_template(DOGGO_TEMPLATE, Model::Nomic, Endpoint::Embed)
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else {
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return;
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};
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let Some(nomic_embeddings_settings) =
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create_ollama_config_with_template(DOGGO_TEMPLATE, Model::Nomic, Endpoint::Embeddings)
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else {
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return;
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};
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let server = get_server_vector().await;
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let index = server.index("doggo");
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"embed": embed_settings,
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"embeddings": embeddings_settings,
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"nomic_embed": nomic_embed_settings,
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"nomic_embeddings": nomic_embeddings_settings,
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},
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}))
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.await;
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snapshot!(code, @"202 Accepted");
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let task = server.wait_task(response.uid()).await;
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snapshot!(task["status"], @r###""succeeded""###);
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let documents = json!([
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{"id": 0, "name": "kefir", "gender": "M", "birthyear": 2023, "breed": "Patou"},
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{"id": 1, "name": "Intel", "gender": "M", "birthyear": 2011, "breed": "Beagle"},
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{"id": 2, "name": "Vénus", "gender": "F", "birthyear": 2003, "breed": "Jack Russel Terrier"},
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{"id": 3, "name": "Max", "gender": "M", "birthyear": 1995, "breed": "Labrador Retriever"},
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]);
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let (value, code) = index.add_documents(documents, None).await;
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snapshot!(code, @"202 Accepted");
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let task = index.wait_task(value.uid()).await;
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snapshot!(task, @r###"
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{
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"uid": "[uid]",
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"batchUid": "[batch_uid]",
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"indexUid": "doggo",
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"status": "succeeded",
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"type": "documentAdditionOrUpdate",
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"canceledBy": null,
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"details": {
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"receivedDocuments": 4,
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"indexedDocuments": 4
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},
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"error": null,
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"duration": "[duration]",
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"enqueuedAt": "[date]",
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"startedAt": "[date]",
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"finishedAt": "[date]"
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}
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"###);
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let (documents, _code) = index
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.get_all_documents(GetAllDocumentsOptions { retrieve_vectors: true, ..Default::default() })
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.await;
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snapshot!(json_string!(documents, {".results.*._vectors.*.embeddings" => "[vector]"}), @r###"
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{
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"results": [
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{
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"id": 0,
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"name": "kefir",
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"gender": "M",
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"birthyear": 2023,
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"breed": "Patou",
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"_vectors": {
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"embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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}
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}
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},
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{
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"id": 1,
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"name": "Intel",
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"gender": "M",
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"birthyear": 2011,
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"breed": "Beagle",
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"_vectors": {
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"embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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}
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}
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},
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{
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"id": 2,
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"name": "Vénus",
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"gender": "F",
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"birthyear": 2003,
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"breed": "Jack Russel Terrier",
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"_vectors": {
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"embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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}
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}
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},
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{
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"id": 3,
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"name": "Max",
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"gender": "M",
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"birthyear": 1995,
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"breed": "Labrador Retriever",
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"_vectors": {
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"embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embed": {
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"embeddings": "[vector]",
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"regenerate": true
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},
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"nomic_embeddings": {
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"embeddings": "[vector]",
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"regenerate": true
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}
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}
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}
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],
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"offset": 0,
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"limit": 20,
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"total": 4
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}
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"###);
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let (response, code) = index
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.search_post(json!({
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"q": "chien de chasse",
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"hybrid": {"semanticRatio": 1.0, "embedder": "embed"},
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"]), @r###"
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[
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{
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"id": 0,
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"name": "kefir",
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"gender": "M",
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"birthyear": 2023,
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"breed": "Patou"
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},
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{
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"id": 1,
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"name": "Intel",
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"gender": "M",
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"birthyear": 2011,
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"breed": "Beagle"
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},
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{
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"id": 3,
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"name": "Max",
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"gender": "M",
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"birthyear": 1995,
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"breed": "Labrador Retriever"
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},
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{
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"id": 2,
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"name": "Vénus",
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"gender": "F",
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"birthyear": 2003,
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"breed": "Jack Russel Terrier"
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}
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]
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"###);
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let (response, code) = index
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.search_post(json!({
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"q": "chien de chasse",
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"hybrid": {"semanticRatio": 1.0, "embedder": "embeddings"},
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"]), @r###"
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[
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{
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"id": 0,
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"name": "kefir",
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"gender": "M",
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"birthyear": 2023,
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"breed": "Patou"
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},
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{
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"id": 1,
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"name": "Intel",
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"gender": "M",
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"birthyear": 2011,
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"breed": "Beagle"
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},
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{
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"id": 3,
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"name": "Max",
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"gender": "M",
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"birthyear": 1995,
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"breed": "Labrador Retriever"
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},
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{
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"id": 2,
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"name": "Vénus",
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"gender": "F",
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"birthyear": 2003,
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"breed": "Jack Russel Terrier"
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}
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]
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"###);
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let (response, code) = index
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.search_post(json!({
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"q": "petit chien",
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"hybrid": {"semanticRatio": 1.0, "embedder": "embed"}
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"]), @r###"
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[
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{
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"id": 3,
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"name": "Max",
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"gender": "M",
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"birthyear": 1995,
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"breed": "Labrador Retriever"
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},
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{
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"id": 1,
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"name": "Intel",
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"gender": "M",
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"birthyear": 2011,
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"breed": "Beagle"
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},
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{
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"id": 0,
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"name": "kefir",
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"gender": "M",
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"birthyear": 2023,
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"breed": "Patou"
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},
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{
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"id": 2,
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"name": "Vénus",
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"gender": "F",
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"birthyear": 2003,
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"breed": "Jack Russel Terrier"
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}
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]
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"###);
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let (response, code) = index
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.search_post(json!({
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"q": "petit chien",
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"hybrid": {"semanticRatio": 1.0, "embedder": "embeddings"}
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"]), @r###"
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[
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{
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"id": 3,
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"name": "Max",
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"gender": "M",
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"birthyear": 1995,
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"breed": "Labrador Retriever"
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},
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{
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"id": 1,
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"name": "Intel",
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"gender": "M",
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"birthyear": 2011,
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"breed": "Beagle"
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},
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{
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"id": 0,
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"name": "kefir",
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"gender": "M",
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"birthyear": 2023,
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"breed": "Patou"
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},
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{
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"id": 2,
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"name": "Vénus",
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"gender": "F",
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"birthyear": 2003,
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"breed": "Jack Russel Terrier"
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}
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]
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"###);
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let (response, code) = index
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.search_post(json!({
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"q": "grand chien de berger des montagnes",
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"hybrid": {"semanticRatio": 1.0, "embedder": "embed"}
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}))
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.await;
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snapshot!(code, @"200 OK");
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snapshot!(json_string!(response["hits"]), @r###"
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[
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{
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"id": 0,
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"name": "kefir",
|
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"gender": "M",
|
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"birthyear": 2023,
|
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"breed": "Patou"
|
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},
|
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{
|
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"id": 1,
|
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"name": "Intel",
|
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"gender": "M",
|
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"birthyear": 2011,
|
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"breed": "Beagle"
|
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},
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{
|
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"id": 3,
|
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"name": "Max",
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"gender": "M",
|
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"birthyear": 1995,
|
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"breed": "Labrador Retriever"
|
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},
|
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{
|
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"id": 2,
|
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"name": "Vénus",
|
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"gender": "F",
|
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"birthyear": 2003,
|
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"breed": "Jack Russel Terrier"
|
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}
|
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]
|
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"###);
|
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|
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let (response, code) = index
|
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.search_post(json!({
|
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"q": "grand chien de berger des montagnes",
|
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"hybrid": {"semanticRatio": 1.0, "embedder": "embeddings"}
|
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}))
|
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.await;
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snapshot!(code, @"200 OK");
|
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snapshot!(json_string!(response["hits"]), @r###"
|
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[
|
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{
|
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"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
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{
|
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"id": 1,
|
||||
"name": "Intel",
|
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"gender": "M",
|
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"birthyear": 2011,
|
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"breed": "Beagle"
|
||||
},
|
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{
|
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"id": 3,
|
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"name": "Max",
|
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"gender": "M",
|
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"birthyear": 1995,
|
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"breed": "Labrador Retriever"
|
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},
|
||||
{
|
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"id": 2,
|
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"name": "Vénus",
|
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"gender": "F",
|
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"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
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}
|
||||
]
|
||||
"###);
|
||||
|
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let (response, code) = index
|
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.search_post(json!({
|
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"q": "chien de chasse",
|
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"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embed"},
|
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}))
|
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.await;
|
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snapshot!(code, @"200 OK");
|
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snapshot!(json_string!(response["hits"]), @r###"
|
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[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
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},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.search_post(json!({
|
||||
"q": "chien de chasse",
|
||||
"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embeddings"},
|
||||
}))
|
||||
.await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.search_post(json!({
|
||||
"q": "petit chien",
|
||||
"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embed"}
|
||||
}))
|
||||
.await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.search_post(json!({
|
||||
"q": "petit chien",
|
||||
"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embeddings"}
|
||||
}))
|
||||
.await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.search_post(json!({
|
||||
"q": "grand chien de berger des montagnes",
|
||||
"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embed"}
|
||||
}))
|
||||
.await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.search_post(json!({
|
||||
"q": "grand chien de berger des montagnes",
|
||||
"hybrid": {"semanticRatio": 1.0, "embedder": "nomic_embeddings"}
|
||||
}))
|
||||
.await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"id": 0,
|
||||
"name": "kefir",
|
||||
"gender": "M",
|
||||
"birthyear": 2023,
|
||||
"breed": "Patou"
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Max",
|
||||
"gender": "M",
|
||||
"birthyear": 1995,
|
||||
"breed": "Labrador Retriever"
|
||||
},
|
||||
{
|
||||
"id": 2,
|
||||
"name": "Vénus",
|
||||
"gender": "F",
|
||||
"birthyear": 2003,
|
||||
"breed": "Jack Russel Terrier"
|
||||
},
|
||||
{
|
||||
"id": 1,
|
||||
"name": "Intel",
|
||||
"gender": "M",
|
||||
"birthyear": 2011,
|
||||
"breed": "Beagle"
|
||||
}
|
||||
]
|
||||
"###);
|
||||
}
|
||||
Loading…
x
Reference in New Issue
Block a user