Migrate some code snippets

create-collection/simple
query-points/with-acorn

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/bash.sh

@@ -0,0 +1,8 @@
+curl -X PUT http://localhost:6333/collections/{collection_name} \
+  -H 'Content-Type: application/json' \
+  --data-raw '{
+    "vectors": {
+      "size": 100,
+      "distance": "Cosine"
+    }
+  }'

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/csharp.cs

@@ -0,0 +1,15 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		var client = new QdrantClient("localhost", 6334);
+
+		await client.CreateCollectionAsync(
+			collectionName: "{collection_name}",
+			vectorsConfig: new VectorParams { Size = 100, Distance = Distance.Cosine }
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/generated/bash.md

@@ -3,8 +3,8 @@ curl -X PUT http://localhost:6333/collections/{collection_name} \
   -H 'Content-Type: application/json' \
   --data-raw '{
     "vectors": {
-      "size": 300,
+      "size": 100,
       "distance": "Cosine"
-    } 
+    }
   }'
 ```

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/generated/python.md

@@ -7,4 +7,4 @@ client.create_collection(
     collection_name="{collection_name}",
     vectors_config=models.VectorParams(size=100, distance=models.Distance.COSINE),
 )
-```
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/generated/rust.md

@@ -1,6 +1,6 @@
 ```rust
 use qdrant_client::Qdrant;
-use qdrant_client::qdrant::{CreateCollectionBuilder, VectorParamsBuilder};
+use qdrant_client::qdrant::{CreateCollectionBuilder, VectorParamsBuilder, Distance};
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;
 

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/go.go

@@ -0,0 +1,24 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) } // @hide
+
+	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+		CollectionName: "{collection_name}",
+		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+			Size:     100,
+			Distance: qdrant.Distance_Cosine,
+		}),
+	})
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/java.java

@@ -0,0 +1,16 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+
+public class Snippet {
+        public static void run() throws Exception {
+                QdrantClient client = new QdrantClient(
+                    QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+                client.createCollectionAsync("{collection_name}",
+                        VectorParams.newBuilder().setDistance(Distance.Cosine).setSize(100).build()).get();
+        }
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/python.py

@@ -0,0 +1,8 @@
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(url="http://localhost:6333")
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=100, distance=models.Distance.COSINE),
+)

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/rust.rs

@@ -0,0 +1,15 @@
+use qdrant_client::Qdrant;
+use qdrant_client::qdrant::{CreateCollectionBuilder, VectorParamsBuilder, Distance};
+
+pub async fn main() -> anyhow::Result<()> {
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+    client
+        .create_collection(
+            CreateCollectionBuilder::new("{collection_name}")
+                .vectors_config(VectorParamsBuilder::new(100, Distance::Cosine)),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/test.py

@@ -0,0 +1,16 @@
+import requests
+
+
+def prepare() -> None:
+    cleanup()
+
+
+def check() -> None:
+    response = requests.get("http://127.0.0.1:6333/collections/collection_name")
+    response.raise_for_status()
+    result = response.json()
+    assert result["result"]["config"]["params"]["vectors"]["size"] == 100
+
+
+def cleanup() -> None:
+    requests.delete("http://127.0.0.1:6333/collections/collection_name")

qdrant-landing/content/documentation/headless/snippets/create-collection/simple/typescript.ts

@@ -0,0 +1,7 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+
+client.createCollection("{collection_name}", {
+  vectors: { size: 100, distance: "Cosine" },
+});

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/csharp.cs

@@ -0,0 +1,24 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		var client = new QdrantClient("localhost", 6334);
+
+		await client.QueryAsync(
+			collectionName: "{collection_name}",
+			query: new float[] { 0.2f, 0.1f, 0.9f, 0.7f },
+			searchParams: new SearchParams
+			{
+				Acorn = new AcornSearchParams
+				{
+					Enable = true,
+					MaxSelectivity = 0.4
+				}
+			},
+			limit: 10
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/generated/csharp.md

@@ -17,4 +17,4 @@ await client.QueryAsync(
 	},
 	limit: 10
 );
-```
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/generated/go.md

@@ -20,4 +20,4 @@ client.Query(context.Background(), &qdrant.QueryPoints{
 		},
 	},
 })
-```
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/generated/java.md

@@ -25,4 +25,4 @@ client.queryAsync(
                 .setLimit(10)
                 .build())
         .get();
-```
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/generated/python.md

@@ -14,4 +14,4 @@ client.query_points(
     ),
     limit=10,
 )
-```
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/generated/typescript.md

@@ -13,4 +13,4 @@ client.query("{collection_name}", {
     },
     limit: 10,
 });
-```
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/go.go

@@ -0,0 +1,27 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) } // @hide
+
+	client.Query(context.Background(), &qdrant.QueryPoints{
+		CollectionName: "{collection_name}",
+		Query:          qdrant.NewQuery(0.2, 0.1, 0.9, 0.7),
+		Params: &qdrant.SearchParams{
+			Acorn: &qdrant.AcornSearchParams{
+				Enable:          qdrant.PtrOf(true),
+				MaxSelectivity:  qdrant.PtrOf(0.4),
+			},
+		},
+	})
+}

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/java.java

@@ -0,0 +1,32 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Points.AcornSearchParams;
+import io.qdrant.client.grpc.Points.QueryPoints;
+import io.qdrant.client.grpc.Points.SearchParams;
+
+import static io.qdrant.client.QueryFactory.nearest;
+
+public class Snippet {
+        public static void run() throws Exception {
+                QdrantClient client =
+                    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+                client.queryAsync(
+                        QueryPoints.newBuilder()
+                                .setCollectionName("{collection_name}")
+                                .setQuery(nearest(0.2f, 0.1f, 0.9f, 0.7f))
+                                .setParams(
+                                        SearchParams.newBuilder()
+                                                .setAcorn(
+                                                        AcornSearchParams.newBuilder()
+                                                                .setEnable(true)
+                                                                .setMaxSelectivity(0.4)
+                                                                .build())
+                                                .build())
+                                .setLimit(10)
+                                .build())
+                        .get();
+        }
+}

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/python.py

@@ -0,0 +1,15 @@
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(url="http://localhost:6333")
+
+client.query_points(
+    collection_name="{collection_name}",
+    query=[0.2, 0.1, 0.9, 0.7],
+    search_params=models.SearchParams(
+        acorn=models.AcornSearchParams(
+            enable=True,
+            max_selectivity=0.4,
+        )
+    ),
+    limit=10,
+)

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/rust.rs

@@ -0,0 +1,24 @@
+use qdrant_client::qdrant::{
+    AcornSearchParamsBuilder, QueryPointsBuilder, SearchParamsBuilder,
+};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+    client
+        .query(
+            QueryPointsBuilder::new("{collection_name}")
+                .query(vec![0.2, 0.1, 0.9, 0.7])
+                .limit(10)
+                .params(
+                    SearchParamsBuilder::default().acorn(
+                        AcornSearchParamsBuilder::new(true)
+                            .max_selectivity(0.4),
+                    ),
+                ),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/query-points/with-acorn/typescript.ts

@@ -0,0 +1,14 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+
+client.query("{collection_name}", {
+    query: [0.2, 0.1, 0.9, 0.7],
+    params: {
+        acorn: {
+            enable: true,
+            max_selectivity: 0.4,
+        },
+    },
+    limit: 10,
+});