Migrate search example to query

Author: timvisee

Cargo.toml

@@ -40,7 +40,7 @@ generate-snippets = []
 uuid = ["dep:uuid"]
 
 [[example]]
-name = "search"
+name = "query"
 required-features = ["serde"]
 
 [[example]]

README.md

@@ -71,12 +71,12 @@ Add necessary dependencies:
 cargo add qdrant-client anyhow tonic tokio serde-json --features tokio/rt-multi-thread
 ```
 
-Add search example from [`examples/search.rs`](./examples/search.rs) to your `src/main.rs`:
+Add query example from [`examples/query.rs`](./examples/query.rs) to your `src/main.rs`:
 
 ```rust
 use qdrant_client::qdrant::{
     Condition, CreateCollectionBuilder, Distance, Filter, PointStruct, ScalarQuantizationBuilder,
-    SearchParamsBuilder, SearchPointsBuilder, UpsertPointsBuilder, VectorParamsBuilder,
+    SearchParamsBuilder, QueryPointsBuilder, UpsertPointsBuilder, VectorParamsBuilder,
 };
 use qdrant_client::{Payload, Qdrant, QdrantError};
 
@@ -127,16 +127,18 @@ async fn main() -> Result<(), QdrantError> {
         .upsert_points(UpsertPointsBuilder::new(collection_name, points))
         .await?;
 
-    let search_result = client
-        .search_points(
-            SearchPointsBuilder::new(collection_name, [11.; 10], 10)
+    let query_result = client
+        .query(
+            QueryPointsBuilder::new(collection_name)
+                .query(vec![11.0; 10])
+                .limit(10)
                 .filter(Filter::all([Condition::matches("bar", 12)]))
                 .with_payload(true)
                 .params(SearchParamsBuilder::default().exact(true)),
         )
         .await?;
-    dbg!(&search_result);
-    // search_result = [
+    dbg!(&query_result);
+    // query_result = [
     //   {
     //     "id": 0,
     //     "version": 0,
@@ -151,10 +153,10 @@ async fn main() -> Result<(), QdrantError> {
     //   }
     // ]
 
-    let found_point = search_result.result.into_iter().next().unwrap();
+    let found_point = query_result.result.into_iter().next().unwrap();
     let mut payload = found_point.payload;
     let baz_payload = payload.remove("baz").unwrap().into_json();
-    println!("baz: {}", baz_payload);
+    println!("baz: {baz_payload}");
     // baz: {"qux":"quux"}
 
     Ok(())

examples/search.rs examples/query.rsexamples/search.rs renamed to examples/query.rs

@@ -1,6 +1,6 @@
 use qdrant_client::qdrant::{
     Condition, CreateCollectionBuilder, Distance, Filter, PointStruct, ScalarQuantizationBuilder,
-    SearchParamsBuilder, SearchPointsBuilder, UpsertPointsBuilder, VectorParamsBuilder,
+    SearchParamsBuilder, QueryPointsBuilder, UpsertPointsBuilder, VectorParamsBuilder,
 };
 use qdrant_client::{Payload, Qdrant, QdrantError};
 
@@ -51,16 +51,18 @@ async fn main() -> Result<(), QdrantError> {
         .upsert_points(UpsertPointsBuilder::new(collection_name, points))
         .await?;
 
-    let search_result = client
-        .search_points(
-            SearchPointsBuilder::new(collection_name, [11.; 10], 10)
+    let query_result = client
+        .query(
+            QueryPointsBuilder::new(collection_name)
+                .query(vec![11.0; 10])
+                .limit(10)
                 .filter(Filter::all([Condition::matches("bar", 12)]))
                 .with_payload(true)
                 .params(SearchParamsBuilder::default().exact(true)),
         )
         .await?;
-    dbg!(&search_result);
-    // search_result = [
+    dbg!(&query_result);
+    // query_result = [
     //   {
     //     "id": 0,
     //     "version": 0,
@@ -75,7 +77,7 @@ async fn main() -> Result<(), QdrantError> {
     //   }
     // ]
 
-    let found_point = search_result.result.into_iter().next().unwrap();
+    let found_point = query_result.result.into_iter().next().unwrap();
     let mut payload = found_point.payload;
     let baz_payload = payload.remove("baz").unwrap().into_json();
     println!("baz: {baz_payload}");