Shortcode for rendering code snippets from separate markdown files (#1548)

* shortcode for rendering code snippets from separate markdown files

* formatted code

* fix and readme

* semi-automatically extracts snippets from markdown

* extract snippets from points.md

* extract snippets from vectors.md

* extract snippets from payload.md

* extract snippets from search.md + fixes

* extract snippets from explore.md

* extract snippets from hybrid-queries.md + mode query by id into search

* extract snippets from filtering.md

* extract snippets from storage.md + update outdated info

* extract snippets from indexing.md

* extract snippets from snapshots.md

* extract snippets from guides/optimize.md

* extract snippets from guides/multiple-partitions.md + fix aside note

* extract snippets from guides/quantization.md

* use auto-generated descriptions

* order json snippets first

---------

Co-authored-by: generall <andrey@vasnetsov.com>

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/_description.md

@@ -0,0 +1 @@
+Generate a keyword payload index for the `group_id` field with the option to mark it as a tenant using the `is_tenant` parameter, starting from version 1.11.0. If using versions prior to that, default settings for keyword index creation should be utilized.

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/csharp.md

@@ -0,0 +1,18 @@
+```csharp
+using Qdrant.Client;
+
+var client = new QdrantClient("localhost", 6334);
+
+await client.CreatePayloadIndexAsync(
+	collectionName: "{collection_name}",
+	fieldName: "group_id",
+	schemaType: PayloadSchemaType.Keyword,
+	indexParams: new PayloadIndexParams
+	{
+		KeywordIndexParams = new KeywordIndexParams
+		{
+			IsTenant = true
+		}
+	}
+);
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/go.md

@@ -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:      "group_id",
+	FieldType:      qdrant.FieldType_FieldTypeKeyword.Enum(),
+	FieldIndexParams: qdrant.NewPayloadIndexParams(
+		&qdrant.KeywordIndexParams{
+			IsTenant: qdrant.PtrOf(true),
+		}),
+})
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/http.md

@@ -0,0 +1,10 @@
+```http
+PUT /collections/{collection_name}/index
+{
+    "field_name": "group_id",
+    "field_schema": {
+        "type": "keyword",
+        "is_tenant": true
+    }
+}
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/java.md

@@ -0,0 +1,26 @@
+```java
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections.PayloadIndexParams;
+import io.qdrant.client.grpc.Collections.PayloadSchemaType;
+import io.qdrant.client.grpc.Collections.KeywordIndexParams;
+
+QdrantClient client =
+    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+client
+    .createPayloadIndexAsync(
+        "{collection_name}",
+        "group_id",
+        PayloadSchemaType.Keyword,
+        PayloadIndexParams.newBuilder()
+            .setKeywordIndexParams(
+                KeywordIndexParams.newBuilder()
+                    .setIsTenant(true)
+                    .build())
+            .build(),
+        null,
+        null,
+        null)
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/python.md

@@ -0,0 +1,10 @@
+```python
+client.create_payload_index(
+    collection_name="{collection_name}",
+    field_name="group_id",
+    field_schema=models.KeywordIndexParams(
+        type="keyword",
+        is_tenant=True,
+    ),
+)
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/rust.md

@@ -0,0 +1,21 @@
+```rust
+use qdrant_client::qdrant::{
+    CreateFieldIndexCollectionBuilder,
+    KeywordIndexParamsBuilder,
+    FieldType
+};
+use qdrant_client::{Qdrant, QdrantError};
+
+let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+client.create_field_index(
+        CreateFieldIndexCollectionBuilder::new(
+            "{collection_name}",
+            "group_id",
+            FieldType::Keyword,
+        ).field_index_params(
+            KeywordIndexParamsBuilder::default()
+                .is_tenant(true)
+        )
+    ).await?;
+```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/typescript.md

@@ -0,0 +1,9 @@
+```typescript
+client.createPayloadIndex("{collection_name}", {
+  field_name: "group_id",
+  field_schema: {
+    type: "keyword",
+    is_tenant: true,
+  },
+});
+```