mirror of
https://github.com/qdrant/landing_page.git
synced 2026-09-30 16:38:31 +02:00
docs: New Rust SDK snippets for /quickstart, /guides and /cloud (#1051)
This commit is contained in:
Anush
@@ -51,10 +51,10 @@ const client = new QdrantClient({ host: "localhost", port: 6333 });
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```
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```rust
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use qdrant_client::client::QdrantClient;
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use qdrant_client::Qdrant;
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// The Rust client uses Qdrant's GRPC interface
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let client = QdrantClient::from_url("http://localhost:6334").build()?;
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let client = Qdrant::from_url("http://localhost:6334").build()?;
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```
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```java
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@@ -95,20 +95,13 @@ await client.createCollection("test_collection", {
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```
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```rust
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use qdrant_client::qdrant::{vectors_config::Config, VectorParams, VectorsConfig};
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use qdrant_client::qdrant::{CreateCollectionBuilder, VectorParamsBuilder};
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client
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.create_collection(&CreateCollection {
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collection_name: "test_collection".to_string(),
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vectors_config: Some(VectorsConfig {
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config: Some(Config::Params(VectorParams {
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size: 4,
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distance: Distance::Dot.into(),
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..Default::default()
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})),
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}),
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..Default::default()
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})
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.create_collection(
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CreateCollectionBuilder::new("test_collection")
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.vectors_config(VectorParamsBuilder::new(4, Distance::Dot)),
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)
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.await?;
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```
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@@ -123,10 +116,10 @@ client.createCollectionAsync("test_collection",
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```csharp
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using Qdrant.Client.Grpc;
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await client.CreateCollectionAsync(
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collectionName: "test_collection",
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vectorsConfig: new VectorParams { Size = 4, Distance = Distance.Dot }
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);
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await client.CreateCollectionAsync(collectionName: "test_collection", vectorsConfig: new VectorParams
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{
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Size = 4, Distance = Distance.Dot
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});
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```
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<aside role="status">TypeScript, Rust examples use async/await syntax, so should be used in an async block.</aside>
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@@ -172,35 +165,20 @@ console.debug(operationInfo);
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```
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```rust
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use qdrant_client::qdrant::PointStruct;
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use serde_json::json;
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use qdrant_client::qdrant::{PointStruct, UpsertPointsBuilder};
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let points = vec![
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PointStruct::new(
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1,
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vec![0.05, 0.61, 0.76, 0.74],
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json!(
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{"city": "Berlin"}
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)
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.try_into()
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.unwrap(),
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),
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PointStruct::new(
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2,
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vec![0.19, 0.81, 0.75, 0.11],
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json!(
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{"city": "London"}
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)
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.try_into()
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.unwrap(),
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),
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PointStruct::new(1, vec![0.05, 0.61, 0.76, 0.74], [("city", "Berlin".into())]),
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PointStruct::new(2, vec![0.19, 0.81, 0.75, 0.11], [("city", "London".into())]),
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PointStruct::new(3, vec![0.36, 0.55, 0.47, 0.94], [("city", "Moscow".into())]),
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// ..truncated
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];
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let operation_info = client
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.upsert_points_blocking("test_collection".to_string(), None, points, None)
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let response = client
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.upsert_points(UpsertPointsBuilder::new("test_collection", points).wait(true))
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.await?;
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dbg!(operation_info);
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dbg!(response);
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```
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```java
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@@ -243,31 +221,43 @@ System.out.println(operationInfo);
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```csharp
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using Qdrant.Client.Grpc;
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var operationInfo = await client.UpsertAsync(
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collectionName: "test_collection",
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points: new List<PointStruct>
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{
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new()
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{
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Id = 1,
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Vectors = new float[] { 0.05f, 0.61f, 0.76f, 0.74f },
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Payload = { ["city"] = "Berlin" }
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},
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new()
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{
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Id = 2,
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Vectors = new float[] { 0.19f, 0.81f, 0.75f, 0.11f },
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Payload = { ["city"] = "London" }
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},
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new()
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{
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Id = 3,
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Vectors = new float[] { 0.36f, 0.55f, 0.47f, 0.94f },
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Payload = { ["city"] = "Moscow" }
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},
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// Truncated
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}
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);
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var operationInfo = await client.UpsertAsync(collectionName: "test_collection", points: new List<PointStruct>
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{
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new()
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{
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Id = 1,
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Vectors = new float[]
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{
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0.05f, 0.61f, 0.76f, 0.74f
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},
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Payload = {
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["city"] = "Berlin"
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}
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},
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new()
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{
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Id = 2,
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Vectors = new float[]
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{
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0.19f, 0.81f, 0.75f, 0.11f
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},
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Payload = {
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["city"] = "London"
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}
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},
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new()
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{
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Id = 3,
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Vectors = new float[]
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{
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0.36f, 0.55f, 0.47f, 0.94f
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},
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Payload = {
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["city"] = "Moscow"
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}
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},
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// Truncated
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});
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Console.WriteLine(operationInfo);
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```
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@@ -284,11 +274,15 @@ operation_id=0 status=<UpdateStatus.COMPLETED: 'completed'>
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```rust
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PointsOperationResponse {
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result: Some(UpdateResult {
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operation_id: 0,
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status: Completed,
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}),
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time: 0.006347708,
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result: Some(
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UpdateResult {
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operation_id: Some(
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0,
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),
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status: Completed,
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},
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),
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time: 0.00094027,
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}
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```
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@@ -323,16 +317,12 @@ console.debug(searchResult);
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```
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```rust
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use qdrant_client::qdrant::SearchPoints;
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use qdrant_client::qdrant::SearchPointsBuilder;
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let search_result = client
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.search_points(&SearchPoints {
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collection_name: "test_collection".to_string(),
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vector: vec![0.2, 0.1, 0.9, 0.7],
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limit: 3,
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with_payload: Some(true.into()),
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..Default::default()
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})
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.search_points(
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SearchPointsBuilder::new("test_collection", [0.2, 0.1, 0.9, 0.7], 3).with_payload(true),
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)
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.await?;
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dbg!(search_result);
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@@ -361,159 +351,38 @@ System.out.println(searchResult);
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```
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```csharp
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var searchResult = await client.SearchAsync(
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collectionName: "test_collection",
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vector: new float[] { 0.2f, 0.1f, 0.9f, 0.7f },
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limit: 3,
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payloadSelector: true
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);
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var searchResult = await client.SearchAsync(collectionName: "test_collection", vector: new float[]
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{
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0.2f, 0.1f, 0.9f, 0.7f
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}, limit: 3, payloadSelector: true);
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Console.WriteLine(searchResult);
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```
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**Response:**
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```python
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ScoredPoint(id=4, version=0, score=1.362, payload={"city": "New York"}, vector=None),
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ScoredPoint(id=1, version=0, score=1.273, payload={"city": "Berlin"}, vector=None),
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ScoredPoint(id=3, version=0, score=1.208, payload={"city": "Moscow"}, vector=None)
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```
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```typescript
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```json
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[
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{
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id: 4,
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version: 0,
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score: 1.362,
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payload: null,
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vector: null,
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},
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{
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id: 1,
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version: 0,
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score: 1.273,
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payload: null,
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vector: null,
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},
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{
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id: 3,
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version: 0,
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score: 1.208,
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payload: null,
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vector: null,
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},
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];
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```
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```rust
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SearchResponse {
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result: [
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ScoredPoint {
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id: Some(PointId {
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point_id_options: Some(Num(4)),
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}),
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payload: {},
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score: 1.362,
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version: 0,
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vectors: None,
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},
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ScoredPoint {
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id: Some(PointId {
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point_id_options: Some(Num(1)),
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}),
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payload: {},
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score: 1.273,
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version: 0,
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vectors: None,
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},
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ScoredPoint {
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id: Some(PointId {
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point_id_options: Some(Num(3)),
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}),
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payload: {},
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score: 1.208,
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version: 0,
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vectors: None,
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},
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],
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time: 0.003635125,
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}
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```
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```java
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[id {
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num: 4
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}
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payload {
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key: "city"
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value {
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string_value: "New York"
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}
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}
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score: 1.362
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version: 1
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, id {
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num: 1
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}
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payload {
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key: "city"
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value {
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string_value: "Berlin"
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}
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}
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score: 1.273
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version: 1
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, id {
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num: 3
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}
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payload {
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key: "city"
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value {
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string_value: "Moscow"
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}
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}
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score: 1.208
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version: 1
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]
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```
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```csharp
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[
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{
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"id": {
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"num": "4"
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},
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"payload": {
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"city": {
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"stringValue": "New York"
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}
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},
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"id": 4,
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"version": 0,
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"score": 1.362,
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"version": "7"
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"payload": null,
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"vector": null
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},
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{
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"id": {
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"num": "1"
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},
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"payload": {
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"city": {
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"stringValue": "Berlin"
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}
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},
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"id": 1,
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"version": 0,
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"score": 1.273,
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"version": "7"
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"payload": null,
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"vector": null
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},
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{
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"id": {
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"num": "3"
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},
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"payload": {
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"city": {
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"stringValue": "Moscow"
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}
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},
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"id": 3,
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"version": 0,
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"score": 1.208,
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"version": "7"
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"payload": null,
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"vector": null
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}
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]
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```
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@@ -555,19 +424,17 @@ console.debug(searchResult);
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```
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```rust
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use qdrant_client::qdrant::{Condition, Filter, SearchPoints};
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use qdrant_client::qdrant::{Condition, Filter, SearchPointsBuilder};
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let search_result = client
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.search_points(&SearchPoints {
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collection_name: "test_collection".to_string(),
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vector: vec![0.2, 0.1, 0.9, 0.7],
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filter: Some(Filter::all([Condition::matches(
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"city",
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"London".to_string(),
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)])),
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limit: 2,
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..Default::default()
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})
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.search_points(
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SearchPointsBuilder::new("test_collection", [0.2, 0.1, 0.9, 0.7], 3)
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.filter(Filter::all([Condition::matches(
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"city",
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"London".to_string(),
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)]))
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.with_payload(true),
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)
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.await?;
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dbg!(search_result);
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@@ -594,95 +461,27 @@ System.out.println(searchResult);
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```csharp
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using static Qdrant.Client.Grpc.Conditions;
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var searchResult = await client.SearchAsync(
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collectionName: "test_collection",
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vector: new float[] { 0.2f, 0.1f, 0.9f, 0.7f },
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filter: MatchKeyword("city", "London"),
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limit: 3,
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payloadSelector: true
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);
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var searchResult = await client.SearchAsync(collectionName: "test_collection", vector: new float[]
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{
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0.2f, 0.1f, 0.9f, 0.7f
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}, filter: MatchKeyword("city", "London"), limit: 3, payloadSelector: true);
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Console.WriteLine(searchResult);
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```
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**Response:**
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```python
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ScoredPoint(id=2, version=0, score=0.871, payload={"city": "London"}, vector=None)
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```
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```typescript
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```json
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[
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{
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id: 2,
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version: 0,
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score: 0.871,
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payload: { city: "London" },
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vector: null,
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},
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];
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```
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```rust
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SearchResponse {
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result: [
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ScoredPoint {
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id: Some(
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PointId {
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point_id_options: Some(
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Num(
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2,
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),
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),
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},
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),
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payload: {
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"city": Value {
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kind: Some(
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StringValue(
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"London",
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),
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),
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},
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},
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score: 0.871,
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version: 0,
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vectors: None,
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{
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"id": 2,
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"version": 0,
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"score": 0.871,
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"payload": {
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"city": "London"
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},
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],
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time: 0.004001083,
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}
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```
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```java
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[id {
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num: 2
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}
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payload {
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key: "city"
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value {
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string_value: "London"
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}
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}
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score: 0.871
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version: 1
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]
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```
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```csharp
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[
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{
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"id": {
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"num": "2"
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},
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"payload": {
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"city": {
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"stringValue": "London"
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}
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},
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"score": 0.871,
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"version": "7"
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}
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"vector": null
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}
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]
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```
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|
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