Create code snippets for distributed deployment.

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/_description.md

@@ -0,0 +1 @@
+This code snippet creates a collection with shard replication by setting `shard_number` to 6 and `replication_factor` to 2. Each shard is stored on two nodes, which improves resilience and availability when a node goes down.

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/csharp.cs

@@ -0,0 +1,19 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		// @hide-start
+		var client = new QdrantClient("localhost", 6334);
+		// @hide-end
+
+		await client.CreateCollectionAsync(
+			collectionName: "{collection_name}",
+			vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+			shardNumber: 6,
+			replicationFactor: 2
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/csharp.md

@@ -0,0 +1,11 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+await client.CreateCollectionAsync(
+	collectionName: "{collection_name}",
+	vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+	shardNumber: 6,
+	replicationFactor: 2
+);
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/go.md

@@ -0,0 +1,17 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+	CollectionName: "{collection_name}",
+	VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+		Size:     300,
+		Distance: qdrant.Distance_Cosine,
+	}),
+	ShardNumber:       qdrant.PtrOf(uint32(6)),
+	ReplicationFactor: qdrant.PtrOf(uint32(2)),
+})
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/java.md

@@ -0,0 +1,25 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+client
+    .createCollectionAsync(
+        CreateCollection.newBuilder()
+            .setCollectionName("{collection_name}")
+            .setVectorsConfig(
+                VectorsConfig.newBuilder()
+                    .setParams(
+                        VectorParams.newBuilder()
+                            .setSize(300)
+                            .setDistance(Distance.Cosine)
+                            .build())
+                    .build())
+            .setShardNumber(6)
+            .setReplicationFactor(2)
+            .build())
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/python.md

@@ -0,0 +1,10 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+    replication_factor=2,
+)
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/rust.md

@@ -0,0 +1,13 @@
+```rust
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+client
+    .create_collection(
+        CreateCollectionBuilder::new("{collection_name}")
+            .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+            .shard_number(6)
+            .replication_factor(2),
+    )
+    .await?;
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/generated/typescript.md

@@ -0,0 +1,12 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+client.createCollection("{collection_name}", {
+  vectors: {
+    size: 300,
+    distance: "Cosine",
+  },
+  shard_number: 6,
+  replication_factor: 2,
+});
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/go.go

@@ -0,0 +1,28 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	// @hide-start
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) }
+	// @hide-end
+
+	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+		CollectionName: "{collection_name}",
+		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+			Size:     300,
+			Distance: qdrant.Distance_Cosine,
+		}),
+		ShardNumber:       qdrant.PtrOf(uint32(6)),
+		ReplicationFactor: qdrant.PtrOf(uint32(2)),
+	})
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/http.md

@@ -0,0 +1,11 @@
+```http
+PUT /collections/{collection_name}
+{
+    "vectors": {
+        "size": 300,
+        "distance": "Cosine"
+    },
+    "shard_number": 6,
+    "replication_factor": 2
+}
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/java.java

@@ -0,0 +1,34 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+public class Snippet {
+	public static void run() throws Exception {
+		// @hide-start
+		QdrantClient client =
+		    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+		// @hide-end
+
+		client
+		    .createCollectionAsync(
+		        CreateCollection.newBuilder()
+		            .setCollectionName("{collection_name}")
+		            .setVectorsConfig(
+		                VectorsConfig.newBuilder()
+		                    .setParams(
+		                        VectorParams.newBuilder()
+		                            .setSize(300)
+		                            .setDistance(Distance.Cosine)
+		                            .build())
+		                    .build())
+		            .setShardNumber(6)
+		            .setReplicationFactor(2)
+		            .build())
+		    .get();
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/python.py

@@ -0,0 +1,12 @@
+from qdrant_client import QdrantClient, models
+
+# @hide-start
+client = QdrantClient(url="http://localhost:6333")
+# @hide-end
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+    replication_factor=2,
+)

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/rust.rs

@@ -0,0 +1,19 @@
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    // @hide-start
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+    // @hide-end
+
+    client
+        .create_collection(
+            CreateCollectionBuilder::new("{collection_name}")
+                .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+                .shard_number(6)
+                .replication_factor(2),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-replication-factor/typescript.ts

@@ -0,0 +1,14 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+// @hide-start
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+// @hide-end
+
+client.createCollection("{collection_name}", {
+  vectors: {
+    size: 300,
+    distance: "Cosine",
+  },
+  shard_number: 6,
+  replication_factor: 2,
+});

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/_description.md

@@ -0,0 +1 @@
+This code snippet creates a collection split into a specific number of shards by setting `shard_number` to 6. The shard count determines how the collection's data is distributed across nodes and cannot be changed without recreating the collection.

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/csharp.cs

@@ -0,0 +1,18 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		// @hide-start
+		var client = new QdrantClient("localhost", 6334);
+		// @hide-end
+
+		await client.CreateCollectionAsync(
+			collectionName: "{collection_name}",
+			vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+			shardNumber: 6
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/csharp.md

@@ -0,0 +1,10 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+await client.CreateCollectionAsync(
+	collectionName: "{collection_name}",
+	vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+	shardNumber: 6
+);
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/go.md

@@ -0,0 +1,16 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+	CollectionName: "{collection_name}",
+	VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+		Size:     300,
+		Distance: qdrant.Distance_Cosine,
+	}),
+	ShardNumber: qdrant.PtrOf(uint32(6)),
+})
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/java.md

@@ -0,0 +1,24 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+client
+    .createCollectionAsync(
+        CreateCollection.newBuilder()
+            .setCollectionName("{collection_name}")
+            .setVectorsConfig(
+                VectorsConfig.newBuilder()
+                    .setParams(
+                        VectorParams.newBuilder()
+                            .setSize(300)
+                            .setDistance(Distance.Cosine)
+                            .build())
+                    .build())
+            .setShardNumber(6)
+            .build())
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/python.md

@@ -0,0 +1,9 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+)
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/rust.md

@@ -0,0 +1,12 @@
+```rust
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+client
+    .create_collection(
+        CreateCollectionBuilder::new("{collection_name}")
+            .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+            .shard_number(6),
+    )
+    .await?;
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/generated/typescript.md

@@ -0,0 +1,11 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+client.createCollection("{collection_name}", {
+    vectors: {
+        size: 300,
+        distance: "Cosine",
+    },
+    shard_number: 6,
+});
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/go.go

@@ -0,0 +1,27 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	// @hide-start
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) }
+	// @hide-end
+
+	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+		CollectionName: "{collection_name}",
+		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+			Size:     300,
+			Distance: qdrant.Distance_Cosine,
+		}),
+		ShardNumber: qdrant.PtrOf(uint32(6)),
+	})
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/http.md

@@ -0,0 +1,10 @@
+```http
+PUT /collections/{collection_name}
+{
+    "vectors": {
+      "size": 300,
+      "distance": "Cosine"
+    },
+    "shard_number": 6
+}
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/java.java

@@ -0,0 +1,33 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+public class Snippet {
+	public static void run() throws Exception {
+		// @hide-start
+		QdrantClient client =
+		    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+		// @hide-end
+
+		client
+		    .createCollectionAsync(
+		        CreateCollection.newBuilder()
+		            .setCollectionName("{collection_name}")
+		            .setVectorsConfig(
+		                VectorsConfig.newBuilder()
+		                    .setParams(
+		                        VectorParams.newBuilder()
+		                            .setSize(300)
+		                            .setDistance(Distance.Cosine)
+		                            .build())
+		                    .build())
+		            .setShardNumber(6)
+		            .build())
+		    .get();
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/python.py

@@ -0,0 +1,11 @@
+from qdrant_client import QdrantClient, models
+
+# @hide-start
+client = QdrantClient(url="http://localhost:6333")
+# @hide-end
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+)

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/rust.rs

@@ -0,0 +1,18 @@
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    // @hide-start
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+    // @hide-end
+
+    client
+        .create_collection(
+            CreateCollectionBuilder::new("{collection_name}")
+                .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+                .shard_number(6),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-shard-number/typescript.ts

@@ -0,0 +1,13 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+// @hide-start
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+// @hide-end
+
+client.createCollection("{collection_name}", {
+    vectors: {
+        size: 300,
+        distance: "Cosine",
+    },
+    shard_number: 6,
+});

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/_description.md

@@ -0,0 +1 @@
+This code snippet creates a collection configured for stronger write guarantees. It sets `shard_number` to 6, `replication_factor` to 2, and `write_consistency_factor` to 2, so a write operation is only acknowledged once the specified number of replicas confirm it.

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/csharp.cs

@@ -0,0 +1,20 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		// @hide-start
+		var client = new QdrantClient("localhost", 6334);
+		// @hide-end
+
+		await client.CreateCollectionAsync(
+			collectionName: "{collection_name}",
+			vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+			shardNumber: 6,
+			replicationFactor: 2,
+			writeConsistencyFactor: 2
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/csharp.md

@@ -0,0 +1,12 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+await client.CreateCollectionAsync(
+	collectionName: "{collection_name}",
+	vectorsConfig: new VectorParams { Size = 300, Distance = Distance.Cosine },
+	shardNumber: 6,
+	replicationFactor: 2,
+	writeConsistencyFactor: 2
+);
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/go.md

@@ -0,0 +1,18 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+	CollectionName: "{collection_name}",
+	VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+		Size:     300,
+		Distance: qdrant.Distance_Cosine,
+	}),
+	ShardNumber:            qdrant.PtrOf(uint32(6)),
+	ReplicationFactor:      qdrant.PtrOf(uint32(2)),
+	WriteConsistencyFactor: qdrant.PtrOf(uint32(2)),
+})
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/java.md

@@ -0,0 +1,26 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+client
+    .createCollectionAsync(
+        CreateCollection.newBuilder()
+            .setCollectionName("{collection_name}")
+            .setVectorsConfig(
+                VectorsConfig.newBuilder()
+                    .setParams(
+                        VectorParams.newBuilder()
+                            .setSize(300)
+                            .setDistance(Distance.Cosine)
+                            .build())
+                    .build())
+            .setShardNumber(6)
+            .setReplicationFactor(2)
+            .setWriteConsistencyFactor(2)
+            .build())
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/python.md

@@ -0,0 +1,11 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+    replication_factor=2,
+    write_consistency_factor=2,
+)
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/rust.md

@@ -0,0 +1,14 @@
+```rust
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+client
+    .create_collection(
+        CreateCollectionBuilder::new("{collection_name}")
+            .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+            .shard_number(6)
+            .replication_factor(2)
+            .write_consistency_factor(2),
+    )
+    .await?;
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/generated/typescript.md

@@ -0,0 +1,13 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+client.createCollection("{collection_name}", {
+  vectors: {
+    size: 300,
+    distance: "Cosine",
+  },
+  shard_number: 6,
+  replication_factor: 2,
+  write_consistency_factor: 2,
+});
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/go.go

@@ -0,0 +1,29 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	// @hide-start
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) }
+	// @hide-end
+
+	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
+		CollectionName: "{collection_name}",
+		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
+			Size:     300,
+			Distance: qdrant.Distance_Cosine,
+		}),
+		ShardNumber:            qdrant.PtrOf(uint32(6)),
+		ReplicationFactor:      qdrant.PtrOf(uint32(2)),
+		WriteConsistencyFactor: qdrant.PtrOf(uint32(2)),
+	})
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/http.md

@@ -0,0 +1,12 @@
+```http
+PUT /collections/{collection_name}
+{
+    "vectors": {
+        "size": 300,
+        "distance": "Cosine"
+    },
+    "shard_number": 6,
+    "replication_factor": 2,
+    "write_consistency_factor": 2
+}
+```

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/java.java

@@ -0,0 +1,35 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.CreateCollection;
+import io.qdrant.client.grpc.Collections.Distance;
+import io.qdrant.client.grpc.Collections.VectorParams;
+import io.qdrant.client.grpc.Collections.VectorsConfig;
+
+public class Snippet {
+	public static void run() throws Exception {
+		// @hide-start
+		QdrantClient client =
+		    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+		// @hide-end
+
+		client
+		    .createCollectionAsync(
+		        CreateCollection.newBuilder()
+		            .setCollectionName("{collection_name}")
+		            .setVectorsConfig(
+		                VectorsConfig.newBuilder()
+		                    .setParams(
+		                        VectorParams.newBuilder()
+		                            .setSize(300)
+		                            .setDistance(Distance.Cosine)
+		                            .build())
+		                    .build())
+		            .setShardNumber(6)
+		            .setReplicationFactor(2)
+		            .setWriteConsistencyFactor(2)
+		            .build())
+		    .get();
+	}
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/python.py

@@ -0,0 +1,13 @@
+from qdrant_client import QdrantClient, models
+
+# @hide-start
+client = QdrantClient(url="http://localhost:6333")
+# @hide-end
+
+client.create_collection(
+    collection_name="{collection_name}",
+    vectors_config=models.VectorParams(size=300, distance=models.Distance.COSINE),
+    shard_number=6,
+    replication_factor=2,
+    write_consistency_factor=2,
+)

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/rust.rs

@@ -0,0 +1,20 @@
+use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    // @hide-start
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+    // @hide-end
+
+    client
+        .create_collection(
+            CreateCollectionBuilder::new("{collection_name}")
+                .vectors_config(VectorParamsBuilder::new(300, Distance::Cosine))
+                .shard_number(6)
+                .replication_factor(2)
+                .write_consistency_factor(2),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/create-collection/with-write-consistency-factor/typescript.ts

@@ -0,0 +1,15 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+// @hide-start
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+// @hide-end
+
+client.createCollection("{collection_name}", {
+  vectors: {
+    size: 300,
+    distance: "Cosine",
+  },
+  shard_number: 6,
+  replication_factor: 2,
+  write_consistency_factor: 2,
+});

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/_description.md

@@ -0,0 +1 @@
+This code snippet upserts a batch of points with a write `ordering` of `strong`. Qdrant routes the operation through the permanent shard leader so that all writes issued with the same ordering are applied and observed sequentially across replicas.

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/csharp.cs

@@ -0,0 +1,38 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		// @hide-start
+		var client = new QdrantClient("localhost", 6334);
+		// @hide-end
+
+		await client.UpsertAsync(
+			collectionName: "{collection_name}",
+			points: new List<PointStruct>
+			{
+				new()
+				{
+					Id = 1,
+					Vectors = new[] { 0.9f, 0.1f, 0.1f },
+					Payload = { ["color"] = "red" }
+				},
+				new()
+				{
+					Id = 2,
+					Vectors = new[] { 0.1f, 0.9f, 0.1f },
+					Payload = { ["color"] = "green" }
+				},
+				new()
+				{
+					Id = 3,
+					Vectors = new[] { 0.1f, 0.1f, 0.9f },
+					Payload = { ["color"] = "blue" }
+				}
+			},
+			ordering: WriteOrderingType.Strong
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/csharp.md

@@ -0,0 +1,30 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+await client.UpsertAsync(
+	collectionName: "{collection_name}",
+	points: new List<PointStruct>
+	{
+		new()
+		{
+			Id = 1,
+			Vectors = new[] { 0.9f, 0.1f, 0.1f },
+			Payload = { ["color"] = "red" }
+		},
+		new()
+		{
+			Id = 2,
+			Vectors = new[] { 0.1f, 0.9f, 0.1f },
+			Payload = { ["color"] = "green" }
+		},
+		new()
+		{
+			Id = 3,
+			Vectors = new[] { 0.1f, 0.1f, 0.9f },
+			Payload = { ["color"] = "blue" }
+		}
+	},
+	ordering: WriteOrderingType.Strong
+);
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/go.md

@@ -0,0 +1,31 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client.Upsert(context.Background(), &qdrant.UpsertPoints{
+	CollectionName: "{collection_name}",
+	Points: []*qdrant.PointStruct{
+		{
+			Id:      qdrant.NewIDNum(1),
+			Vectors: qdrant.NewVectors(0.9, 0.1, 0.1),
+			Payload: qdrant.NewValueMap(map[string]any{"color": "red"}),
+		},
+		{
+			Id:      qdrant.NewIDNum(2),
+			Vectors: qdrant.NewVectors(0.1, 0.9, 0.1),
+			Payload: qdrant.NewValueMap(map[string]any{"color": "green"}),
+		},
+		{
+			Id:      qdrant.NewIDNum(3),
+			Vectors: qdrant.NewVectors(0.1, 0.1, 0.9),
+			Payload: qdrant.NewValueMap(map[string]any{"color": "blue"}),
+		},
+	},
+	Ordering: &qdrant.WriteOrdering{
+		Type: qdrant.WriteOrderingType_Strong,
+	},
+})
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/java.md

@@ -0,0 +1,40 @@
+```java
+import java.util.List;
+import java.util.Map;
+
+import static io.qdrant.client.PointIdFactory.id;
+import static io.qdrant.client.ValueFactory.value;
+import static io.qdrant.client.VectorsFactory.vectors;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Points.PointStruct;
+import io.qdrant.client.grpc.Points.UpsertPoints;
+import io.qdrant.client.grpc.Points.WriteOrdering;
+import io.qdrant.client.grpc.Points.WriteOrderingType;
+
+client
+    .upsertAsync(
+        UpsertPoints.newBuilder()
+            .setCollectionName("{collection_name}")
+            .addAllPoints(
+                List.of(
+                    PointStruct.newBuilder()
+                        .setId(id(1))
+                        .setVectors(vectors(0.9f, 0.1f, 0.1f))
+                        .putAllPayload(Map.of("color", value("red")))
+                        .build(),
+                    PointStruct.newBuilder()
+                        .setId(id(2))
+                        .setVectors(vectors(0.1f, 0.9f, 0.1f))
+                        .putAllPayload(Map.of("color", value("green")))
+                        .build(),
+                    PointStruct.newBuilder()
+                        .setId(id(3))
+                        .setVectors(vectors(0.1f, 0.1f, 0.9f))
+                        .putAllPayload(Map.of("color", value("blue")))
+                        .build()))
+            .setOrdering(WriteOrdering.newBuilder().setType(WriteOrderingType.Strong).build())
+            .build())
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/python.md

@@ -0,0 +1,21 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client.upsert(
+    collection_name="{collection_name}",
+    points=models.Batch(
+        ids=[1, 2, 3],
+        payloads=[
+            {"color": "red"},
+            {"color": "green"},
+            {"color": "blue"},
+        ],
+        vectors=[
+            [0.9, 0.1, 0.1],
+            [0.1, 0.9, 0.1],
+            [0.1, 0.1, 0.9],
+        ],
+    ),
+    ordering=models.WriteOrdering.STRONG,
+)
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/rust.md

@@ -0,0 +1,22 @@
+```rust
+use qdrant_client::qdrant::{
+    PointStruct, UpsertPointsBuilder, WriteOrdering, WriteOrderingType,
+};
+use qdrant_client::Qdrant;
+
+client
+    .upsert_points(
+        UpsertPointsBuilder::new(
+            "{collection_name}",
+            vec![
+                PointStruct::new(1, vec![0.9, 0.1, 0.1], [("color", "red".into())]),
+                PointStruct::new(2, vec![0.1, 0.9, 0.1], [("color", "green".into())]),
+                PointStruct::new(3, vec![0.1, 0.1, 0.9], [("color", "blue".into())]),
+            ],
+        )
+        .ordering(WriteOrdering {
+            r#type: WriteOrderingType::Strong.into(),
+        }),
+    )
+    .await?;
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/generated/typescript.md

@@ -0,0 +1,16 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+client.upsert("{collection_name}", {
+  batch: {
+    ids: [1, 2, 3],
+    payloads: [{ color: "red" }, { color: "green" }, { color: "blue" }],
+    vectors: [
+      [0.9, 0.1, 0.1],
+      [0.1, 0.9, 0.1],
+      [0.1, 0.1, 0.9],
+    ],
+  },
+  ordering: "strong",
+});
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/go.go

@@ -0,0 +1,42 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	// @hide-start
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) }
+	// @hide-end
+
+	client.Upsert(context.Background(), &qdrant.UpsertPoints{
+		CollectionName: "{collection_name}",
+		Points: []*qdrant.PointStruct{
+			{
+				Id:      qdrant.NewIDNum(1),
+				Vectors: qdrant.NewVectors(0.9, 0.1, 0.1),
+				Payload: qdrant.NewValueMap(map[string]any{"color": "red"}),
+			},
+			{
+				Id:      qdrant.NewIDNum(2),
+				Vectors: qdrant.NewVectors(0.1, 0.9, 0.1),
+				Payload: qdrant.NewValueMap(map[string]any{"color": "green"}),
+			},
+			{
+				Id:      qdrant.NewIDNum(3),
+				Vectors: qdrant.NewVectors(0.1, 0.1, 0.9),
+				Payload: qdrant.NewValueMap(map[string]any{"color": "blue"}),
+			},
+		},
+		Ordering: &qdrant.WriteOrdering{
+			Type: qdrant.WriteOrderingType_Strong,
+		},
+	})
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/http.md

@@ -0,0 +1,18 @@
+```http
+PUT /collections/{collection_name}/points?ordering=strong
+{
+    "batch": {
+        "ids": [1, 2, 3],
+        "payloads": [
+            {"color": "red"},
+            {"color": "green"},
+            {"color": "blue"}
+        ],
+        "vectors": [
+            [0.9, 0.1, 0.1],
+            [0.1, 0.9, 0.1],
+            [0.1, 0.1, 0.9]
+        ]
+    }
+}
+```

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/java.java

@@ -0,0 +1,49 @@
+package com.example.snippets_amalgamation;
+
+import java.util.List;
+import java.util.Map;
+
+import static io.qdrant.client.PointIdFactory.id;
+import static io.qdrant.client.ValueFactory.value;
+import static io.qdrant.client.VectorsFactory.vectors;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Points.PointStruct;
+import io.qdrant.client.grpc.Points.UpsertPoints;
+import io.qdrant.client.grpc.Points.WriteOrdering;
+import io.qdrant.client.grpc.Points.WriteOrderingType;
+
+public class Snippet {
+	public static void run() throws Exception {
+		// @hide-start
+		QdrantClient client =
+		    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+		// @hide-end
+
+		client
+		    .upsertAsync(
+		        UpsertPoints.newBuilder()
+		            .setCollectionName("{collection_name}")
+		            .addAllPoints(
+		                List.of(
+		                    PointStruct.newBuilder()
+		                        .setId(id(1))
+		                        .setVectors(vectors(0.9f, 0.1f, 0.1f))
+		                        .putAllPayload(Map.of("color", value("red")))
+		                        .build(),
+		                    PointStruct.newBuilder()
+		                        .setId(id(2))
+		                        .setVectors(vectors(0.1f, 0.9f, 0.1f))
+		                        .putAllPayload(Map.of("color", value("green")))
+		                        .build(),
+		                    PointStruct.newBuilder()
+		                        .setId(id(3))
+		                        .setVectors(vectors(0.1f, 0.1f, 0.9f))
+		                        .putAllPayload(Map.of("color", value("blue")))
+		                        .build()))
+		            .setOrdering(WriteOrdering.newBuilder().setType(WriteOrderingType.Strong).build())
+		            .build())
+		    .get();
+	}
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/python.py

@@ -0,0 +1,23 @@
+from qdrant_client import QdrantClient, models
+
+# @hide-start
+client = QdrantClient(url="http://localhost:6333")
+# @hide-end
+
+client.upsert(
+    collection_name="{collection_name}",
+    points=models.Batch(
+        ids=[1, 2, 3],
+        payloads=[
+            {"color": "red"},
+            {"color": "green"},
+            {"color": "blue"},
+        ],
+        vectors=[
+            [0.9, 0.1, 0.1],
+            [0.1, 0.9, 0.1],
+            [0.1, 0.1, 0.9],
+        ],
+    ),
+    ordering=models.WriteOrdering.STRONG,
+)

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/rust.rs

@@ -0,0 +1,28 @@
+use qdrant_client::qdrant::{
+    PointStruct, UpsertPointsBuilder, WriteOrdering, WriteOrderingType,
+};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    // @hide-start
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+    // @hide-end
+
+    client
+        .upsert_points(
+            UpsertPointsBuilder::new(
+                "{collection_name}",
+                vec![
+                    PointStruct::new(1, vec![0.9, 0.1, 0.1], [("color", "red".into())]),
+                    PointStruct::new(2, vec![0.1, 0.9, 0.1], [("color", "green".into())]),
+                    PointStruct::new(3, vec![0.1, 0.1, 0.9], [("color", "blue".into())]),
+                ],
+            )
+            .ordering(WriteOrdering {
+                r#type: WriteOrderingType::Strong.into(),
+            }),
+        )
+        .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/insert-points/batch-with-strong-ordering/typescript.ts

@@ -0,0 +1,18 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+// @hide-start
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+// @hide-end
+
+client.upsert("{collection_name}", {
+  batch: {
+    ids: [1, 2, 3],
+    payloads: [{ color: "red" }, { color: "green" }, { color: "blue" }],
+    vectors: [
+      [0.9, 0.1, 0.1],
+      [0.1, 0.9, 0.1],
+      [0.1, 0.1, 0.9],
+    ],
+  },
+  ordering: "strong",
+});

qdrant-landing/content/documentation/headless/snippets/query-points/with-consistency-majority/_description.md

@@ -0,0 +1 @@
+This code snippet runs a query with a read `consistency` of `majority`. Qdrant queries multiple replicas and returns only the points present on the majority of them, which helps avoid inconsistent results when replicas are concurrently updated.

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

@@ -0,0 +1,22 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+using static Qdrant.Client.Grpc.Conditions;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		// @hide-start
+		var client = new QdrantClient("localhost", 6334);
+		// @hide-end
+
+		await client.QueryAsync(
+			collectionName: "{collection_name}",
+			query: new float[] { 0.2f, 0.1f, 0.9f, 0.7f },
+			filter: MatchKeyword("city", "London"),
+			searchParams: new SearchParams { HnswEf = 128, Exact = false },
+			limit: 3,
+			readConsistency: new ReadConsistency { Type = ReadConsistencyType.Majority }
+		);
+	}
+}

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

@@ -0,0 +1,14 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+using static Qdrant.Client.Grpc.Conditions;
+
+await client.QueryAsync(
+	collectionName: "{collection_name}",
+	query: new float[] { 0.2f, 0.1f, 0.9f, 0.7f },
+	filter: MatchKeyword("city", "London"),
+	searchParams: new SearchParams { HnswEf = 128, Exact = false },
+	limit: 3,
+	readConsistency: new ReadConsistency { Type = ReadConsistencyType.Majority }
+);
+```

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

@@ -0,0 +1,22 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client.Query(context.Background(), &qdrant.QueryPoints{
+	CollectionName: "{collection_name}",
+	Query:          qdrant.NewQuery(0.2, 0.1, 0.9, 0.7),
+	Filter: &qdrant.Filter{
+		Must: []*qdrant.Condition{
+			qdrant.NewMatch("city", "London"),
+		},
+	},
+	Params: &qdrant.SearchParams{
+		HnswEf: qdrant.PtrOf(uint64(128)),
+	},
+	Limit:           qdrant.PtrOf(uint64(3)),
+	ReadConsistency: qdrant.NewReadConsistencyType(qdrant.ReadConsistencyType_Majority),
+})
+```

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

@@ -0,0 +1,24 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Common.Filter;
+import io.qdrant.client.grpc.Points.QueryPoints;
+import io.qdrant.client.grpc.Points.ReadConsistency;
+import io.qdrant.client.grpc.Points.ReadConsistencyType;
+import io.qdrant.client.grpc.Points.SearchParams;
+
+import static io.qdrant.client.QueryFactory.nearest;
+import static io.qdrant.client.ConditionFactory.matchKeyword;
+
+client.queryAsync(
+        QueryPoints.newBuilder()
+                .setCollectionName("{collection_name}")
+                .setFilter(Filter.newBuilder().addMust(matchKeyword("city", "London")).build())
+                .setQuery(nearest(.2f, 0.1f, 0.9f, 0.7f))
+                .setParams(SearchParams.newBuilder().setHnswEf(128).setExact(false).build())
+                .setLimit(3)
+                .setReadConsistency(
+                        ReadConsistency.newBuilder().setType(ReadConsistencyType.Majority).build())
+                .build())
+        .get();
+```

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

@@ -0,0 +1,21 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client.query_points(
+    collection_name="{collection_name}",
+    query=[0.2, 0.1, 0.9, 0.7],
+    query_filter=models.Filter(
+        must=[
+            models.FieldCondition(
+                key="city",
+                match=models.MatchValue(
+                    value="London",
+                ),
+            )
+        ]
+    ),
+    search_params=models.SearchParams(hnsw_ef=128, exact=False),
+    limit=3,
+    consistency="majority",
+)
+```

qdrant-landing/content/documentation/headless/snippets/query-points/with-consistency-majority/generated/rust.md

@@ -0,0 +1,21 @@
+```rust
+use qdrant_client::qdrant::{
+    read_consistency::Value, Condition, Filter, QueryPointsBuilder, ReadConsistencyType,
+    SearchParamsBuilder,
+};
+use qdrant_client::Qdrant;
+
+client
+    .query(
+        QueryPointsBuilder::new("{collection_name}")
+            .query(vec![0.2, 0.1, 0.9, 0.7])
+            .limit(3)
+            .filter(Filter::must([Condition::matches(
+                "city",
+                "London".to_string(),
+            )]))
+            .params(SearchParamsBuilder::default().hnsw_ef(128).exact(false))
+            .read_consistency(Value::Type(ReadConsistencyType::Majority.into())),
+    )
+    .await?;
+```

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

@@ -0,0 +1,16 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+client.query("{collection_name}", {
+    query: [0.2, 0.1, 0.9, 0.7],
+    filter: {
+        must: [{ key: "city", match: { value: "London" } }],
+    },
+    params: {
+        hnsw_ef: 128,
+        exact: false,
+    },
+    limit: 3,
+    consistency: "majority",
+});
+```

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

@@ -0,0 +1,33 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	// @hide-start
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	if err != nil { panic(err) }
+	// @hide-end
+
+	client.Query(context.Background(), &qdrant.QueryPoints{
+		CollectionName: "{collection_name}",
+		Query:          qdrant.NewQuery(0.2, 0.1, 0.9, 0.7),
+		Filter: &qdrant.Filter{
+			Must: []*qdrant.Condition{
+				qdrant.NewMatch("city", "London"),
+			},
+		},
+		Params: &qdrant.SearchParams{
+			HnswEf: qdrant.PtrOf(uint64(128)),
+		},
+		Limit:           qdrant.PtrOf(uint64(3)),
+		ReadConsistency: qdrant.NewReadConsistencyType(qdrant.ReadConsistencyType_Majority),
+	})
+}

qdrant-landing/content/documentation/headless/snippets/query-points/with-consistency-majority/http.md

@@ -0,0 +1,21 @@
+```http
+POST /collections/{collection_name}/points/query?consistency=majority
+{
+    "query": [0.2, 0.1, 0.9, 0.7],
+    "filter": {
+        "must": [
+            {
+                "key": "city",
+                "match": {
+                    "value": "London"
+                }
+            }
+        ]
+    },
+    "params": {
+        "hnsw_ef": 128,
+        "exact": false
+    },
+    "limit": 3
+}
+```

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

@@ -0,0 +1,33 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Common.Filter;
+import io.qdrant.client.grpc.Points.QueryPoints;
+import io.qdrant.client.grpc.Points.ReadConsistency;
+import io.qdrant.client.grpc.Points.ReadConsistencyType;
+import io.qdrant.client.grpc.Points.SearchParams;
+
+import static io.qdrant.client.QueryFactory.nearest;
+import static io.qdrant.client.ConditionFactory.matchKeyword;
+
+public class Snippet {
+	public static void run() throws Exception {
+		// @hide-start
+		QdrantClient client =
+		    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+		// @hide-end
+
+		client.queryAsync(
+		        QueryPoints.newBuilder()
+		                .setCollectionName("{collection_name}")
+		                .setFilter(Filter.newBuilder().addMust(matchKeyword("city", "London")).build())
+		                .setQuery(nearest(.2f, 0.1f, 0.9f, 0.7f))
+		                .setParams(SearchParams.newBuilder().setHnswEf(128).setExact(false).build())
+		                .setLimit(3)
+		                .setReadConsistency(
+		                        ReadConsistency.newBuilder().setType(ReadConsistencyType.Majority).build())
+		                .build())
+		        .get();
+	}
+}

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

@@ -0,0 +1,26 @@
+# @hide-start
+# mypy: disable-error-code="arg-type"
+# @hide-end
+from qdrant_client import QdrantClient, models
+
+# @hide-start
+client = QdrantClient(url="http://localhost:6333")
+# @hide-end
+
+client.query_points(
+    collection_name="{collection_name}",
+    query=[0.2, 0.1, 0.9, 0.7],
+    query_filter=models.Filter(
+        must=[
+            models.FieldCondition(
+                key="city",
+                match=models.MatchValue(
+                    value="London",
+                ),
+            )
+        ]
+    ),
+    search_params=models.SearchParams(hnsw_ef=128, exact=False),
+    limit=3,
+    consistency="majority",
+)

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

@@ -0,0 +1,27 @@
+use qdrant_client::qdrant::{
+    read_consistency::Value, Condition, Filter, QueryPointsBuilder, ReadConsistencyType,
+    SearchParamsBuilder,
+};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    // @hide-start
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+    // @hide-end
+
+    client
+        .query(
+            QueryPointsBuilder::new("{collection_name}")
+                .query(vec![0.2, 0.1, 0.9, 0.7])
+                .limit(3)
+                .filter(Filter::must([Condition::matches(
+                    "city",
+                    "London".to_string(),
+                )]))
+                .params(SearchParamsBuilder::default().hnsw_ef(128).exact(false))
+                .read_consistency(Value::Type(ReadConsistencyType::Majority.into())),
+        )
+        .await?;
+
+    Ok(())
+}

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

@@ -0,0 +1,18 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+// @hide-start
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+// @hide-end
+
+client.query("{collection_name}", {
+    query: [0.2, 0.1, 0.9, 0.7],
+    filter: {
+        must: [{ key: "city", match: { value: "London" } }],
+    },
+    params: {
+        hnsw_ef: 128,
+        exact: false,
+    },
+    limit: 3,
+    consistency: "majority",
+});