Publish docs for version 1.17 (#2137)

* Cluster Telemetry docs (#2068) * mention cluster telemetry * small reword * Docs for read_fan_out_delay_ms * Add warning against setting threshold too low * Small docs change for inference API keys * Trigger Build * Add guide with tips for low latency search (#2136) * Update frontmatter weights * Add 'Tips for Low-Latency Search' guide * Review feedback * Temporarily bump Rust client to v1-17-upgrade branch * Docs for audit logging (#2141) * Docs for audit logging * Consistent title casing * Review feedback * Docs for optimization monitoring (#2121) * Docs for optimization monitoring * Review feedback * Optimization monitoring is cluster-wide now * Upgrade code snippet checker to 1.17 * Fix broken Python snippets * Relevance Feedback docs (#2060) * add relevance feedback in Explore page * Review * Trigger Build * Trigger Build * Create new 'Search Relevance' concept page * Tweaks * Update links to moved content * add rust snippet * TS anippets * Clarification about using point IDs * Add links * Restructure paragraphs * docs: Go snippet Signed-off-by: Anush008 <mail@anush.sh> * docs: Missed Java snippets with C# Signed-off-by: Anush008 <mail@anush.sh> * new: add python snippets * Make Java and Rust snippets testable * Remove unnecessary styling --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com> Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech> * Docs for enable_hnsw (#2080) * Move 'Filterable HNSW Index' section under 'Vector Index' * Add docs for enable_hnsw * docs: Go snippets Signed-off-by: Anush008 <mail@anush.sh> * docs: Java snippets Signed-off-by: Anush008 <mail@anush.sh> * docs: C# snippets Signed-off-by: Anush008 <mail@anush.sh> * Add Rust snippet * TS snippets * new: add python snippets --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: timvisee <tim@visee.me> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech> * Docs for list shard keys API (#2082) * Docs for list shard keys * docs: Go snippets Signed-off-by: Anush008 <mail@anush.sh> * docs: Java snippets Signed-off-by: Anush008 <mail@anush.sh> * docs: C# snippets Signed-off-by: Anush008 <mail@anush.sh> * Add Rust snippet * docs: TS snippets * new: add python snippets --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: timvisee <tim@visee.me> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech> * Docs for update_mode (#2097) * Docs for update_mode * docs: C#, Go, Java snippets Signed-off-by: Anush008 <mail@anush.sh> * doc: Remove _ from C# snippet Signed-off-by: Anush008 <mail@anush.sh> * Add Rust snippet * Fix some snippets * Review feedback * ts snippets * new: add python snippets * fix: add generated python.md --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: timvisee <tim@visee.me> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech> * Docs for weighted RRF (#2132) * Docs for weighted RRF * docs: Go, Java, C# snippets Signed-off-by: Anush008 <mail@anush.sh> * Add Rust snippet * Apply suggestions from code review Co-authored-by: Luis Cossío <luis.cossio@qdrant.com> * Delete landing_page.sln * Review feedback * ts snippets * new: add python snippets * Trigger Build --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: timvisee <tim@visee.me> Co-authored-by: Luis Cossío <luis.cossio@qdrant.com> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech> * Clean up Go and Java snippets * Revert go snippet change; target Go client 1.17.1 * Updated Go snippet * Trigger Build * Update Rust lockfile --------- Signed-off-by: Anush008 <mail@anush.sh> Co-authored-by: Luis Cossío <luis.cossio@qdrant.com> Co-authored-by: Daniel Boros <56868953+dancixx@users.noreply.github.com> Co-authored-by: timvisee <tim@visee.me> Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com> Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
2026-10-09 21:08:31 +02:00 · 2026-02-20 10:42:12 +01:00
parent 92ff228b79
commit 378837432e
113 changed files with 1942 additions and 256 deletions
@@ -0,0 +1 @@
+This code snippet demonstrates how to create a payload index for a keyword field while disabling the creation of additional HNSW graph nodes for that index by setting the `enable_hnsw` parameter to `false`.
@@ -0,0 +1,23 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		var client = new QdrantClient("localhost", 6334);
+
+		await client.CreatePayloadIndexAsync(
+		 collectionName: "{collection_name}",
+		 fieldName: "name_of_the_field_to_index",
+		 schemaType: PayloadSchemaType.Keyword,
+		 indexParams: new PayloadIndexParams
+		 {
+		  KeywordIndexParams = new KeywordIndexParams
+		  {
+		   EnableHnsw = false
+		  }
+		 }
+		);
+	}
+}
@@ -0,0 +1,19 @@
+```csharp
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+var client = new QdrantClient("localhost", 6334);
+
+await client.CreatePayloadIndexAsync(
+ collectionName: "{collection_name}",
+ fieldName: "name_of_the_field_to_index",
+ schemaType: PayloadSchemaType.Keyword,
+ indexParams: new PayloadIndexParams
+ {
+  KeywordIndexParams = new KeywordIndexParams
+  {
+   EnableHnsw = false
+  }
+ }
+);
+```
@@ -0,0 +1,22 @@
+```go
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+client, err := qdrant.NewClient(&qdrant.Config{
+	Host: "localhost",
+	Port: 6334,
+})
+
+client.CreateFieldIndex(context.Background(), &qdrant.CreateFieldIndexCollection{
+	CollectionName: "{collection_name}",
+	FieldName:      "name_of_the_field_to_index",
+	FieldType:      qdrant.FieldType_FieldTypeKeyword.Enum(),
+	FieldIndexParams: qdrant.NewPayloadIndexParamsKeyword(
+		&qdrant.KeywordIndexParams{
+			EnableHnsw: qdrant.PtrOf(false),
+		}),
+})
+```
@@ -0,0 +1,26 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.KeywordIndexParams;
+import io.qdrant.client.grpc.Collections.PayloadIndexParams;
+import io.qdrant.client.grpc.Collections.PayloadSchemaType;
+
+QdrantClient client =
+    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+client
+    .createPayloadIndexAsync(
+        "{collection_name}",
+        "name_of_the_field_to_index",
+        PayloadSchemaType.Keyword,
+        PayloadIndexParams.newBuilder()
+            .setKeywordIndexParams(
+                KeywordIndexParams.newBuilder()
+                    .setEnableHnsw(false)
+                    .build())
+            .build(),
+        null,
+        null,
+        null)
+    .get();
+```
@@ -0,0 +1,15 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(url="http://localhost:6333")
+
+client.create_payload_index(
+    collection_name="{collection_name}",
+    field_name="name_of_the_field_to_index",
+    field_schema=models.TextIndexParams(
+        type=models.TextIndexType.TEXT,
+        tokenizer=models.TokenizerType.WORD,
+        enable_hnsw=False,
+    ),
+)
+```
@@ -0,0 +1,19 @@
+```rust
+use qdrant_client::qdrant::{
+    CreateFieldIndexCollectionBuilder, FieldType, KeywordIndexParamsBuilder,
+};
+use qdrant_client::Qdrant;
+
+let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+client
+    .create_field_index(
+        CreateFieldIndexCollectionBuilder::new(
+            "{collection_name}",
+            "name_of_the_field_to_index",
+            FieldType::Keyword,
+        )
+        .field_index_params(KeywordIndexParamsBuilder::default().enable_hnsw(false)),
+    )
+    .await?;
+```
@@ -0,0 +1,9 @@
+```typescript
+client.createPayloadIndex("{collection_name}", {
+  field_name: "name_of_the_field_to_index",
+  field_schema: {
+    type: "keyword",
+    enable_hnsw: false,
+  },
+});
+```
@@ -0,0 +1,30 @@
+package snippet
+
+import (
+	"context"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host: "localhost",
+		Port: 6334,
+	})
+
+	// @hide-start
+	if err != nil {
+		panic(err)
+	}
+	// @hide-end
+
+	client.CreateFieldIndex(context.Background(), &qdrant.CreateFieldIndexCollection{
+		CollectionName: "{collection_name}",
+		FieldName:      "name_of_the_field_to_index",
+		FieldType:      qdrant.FieldType_FieldTypeKeyword.Enum(),
+		FieldIndexParams: qdrant.NewPayloadIndexParamsKeyword(
+			&qdrant.KeywordIndexParams{
+				EnableHnsw: qdrant.PtrOf(false),
+			}),
+	})
+}
@@ -0,0 +1,10 @@
+```http
+PUT /collections/{collection_name}/index
+{
+    "field_name": "name_of_the_field_to_index",
+    "field_schema": {
+        "type": "keyword",
+        "enable_hnsw": false
+    }
+}
+```
@@ -0,0 +1,30 @@
+package com.example.snippets_amalgamation;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.KeywordIndexParams;
+import io.qdrant.client.grpc.Collections.PayloadIndexParams;
+import io.qdrant.client.grpc.Collections.PayloadSchemaType;
+
+public class Snippet {
+        public static void run() throws Exception {
+                QdrantClient client =
+                    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+                client
+                    .createPayloadIndexAsync(
+                        "{collection_name}",
+                        "name_of_the_field_to_index",
+                        PayloadSchemaType.Keyword,
+                        PayloadIndexParams.newBuilder()
+                            .setKeywordIndexParams(
+                                KeywordIndexParams.newBuilder()
+                                    .setEnableHnsw(false)
+                                    .build())
+                            .build(),
+                        null,
+                        null,
+                        null)
+                    .get();
+        }
+}
@@ -0,0 +1,13 @@
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(url="http://localhost:6333")
+
+client.create_payload_index(
+    collection_name="{collection_name}",
+    field_name="name_of_the_field_to_index",
+    field_schema=models.TextIndexParams(
+        type=models.TextIndexType.TEXT,
+        tokenizer=models.TokenizerType.WORD,
+        enable_hnsw=False,
+    ),
+)
@@ -0,0 +1,21 @@
+use qdrant_client::qdrant::{
+    CreateFieldIndexCollectionBuilder, FieldType, KeywordIndexParamsBuilder,
+};
+use qdrant_client::Qdrant;
+
+pub async fn main() -> anyhow::Result<()> {
+    let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+    client
+        .create_field_index(
+            CreateFieldIndexCollectionBuilder::new(
+                "{collection_name}",
+                "name_of_the_field_to_index",
+                FieldType::Keyword,
+            )
+            .field_index_params(KeywordIndexParamsBuilder::default().enable_hnsw(false)),
+        )
+        .await?;
+
+    Ok(())
+}
@@ -0,0 +1,11 @@
+import { QdrantClient } from "@qdrant/js-client-rest"; // @hide
+
+const client = new QdrantClient({ host: "localhost", port: 6333 }); // @hide
+
+client.createPayloadIndex("{collection_name}", {
+  field_name: "name_of_the_field_to_index",
+  field_schema: {
+    type: "keyword",
+    enable_hnsw: false,
+  },
+});
@@ -2,6 +2,6 @@
 client.create_payload_index(
    collection_name="{collection_name}",
    field_name="name_of_the_field_to_index",
-    field_schema="keyword",
+    field_schema=models.PayloadSchemaType.KEYWORD,
 )
 ```
@@ -1,9 +1,9 @@
-from qdrant_client import QdrantClient  # @hide
+from qdrant_client import QdrantClient, models  # @hide

 client = QdrantClient(url="http://localhost:6333")  # @hide

 client.create_payload_index(
    collection_name="{collection_name}",
    field_name="name_of_the_field_to_index",
-    field_schema="keyword",
+    field_schema=models.PayloadSchemaType.KEYWORD,
 )
				`@@ -0,0 +1 @@`
				This code snippet demonstrates how to create a payload index for a keyword field while disabling the creation of additional HNSW graph nodes for that index by setting the `enable_hnsw` parameter to `false`.