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* extract snippets from storage.md + update outdated info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/query-points/by-existing-id-with-lookup/_description.md

@@ -0,0 +1 @@
+This code snippet demonstrates a query to retrieve points by an existing ID using a specified vector for comparison. There is an option to specify a different collection and vector to reference the ID and vector from another collection for the query.

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/csharp.md

@@ -0,0 +1,15 @@
+```csharp
+using Qdrant.Client;
+
+var client = new QdrantClient("localhost", 6334);
+
+await client.QueryAsync(
+  collectionName: "{collection_name}",
+  query: Guid.Parse("43cf51e2-8777-4f52-bc74-c2cbde0c8b04"), // <--- point id
+  usingVector: "512d-vector",
+  lookupFrom: new() {
+    CollectionName = "another_collection", // <--- other collection name
+      VectorName = "image-512" // <--- vector name in the other collection
+  }
+);
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/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.Query(context.Background(), &qdrant.QueryPoints{
+	CollectionName: "{collection_name}",
+	Query:          qdrant.NewQueryID(qdrant.NewID("43cf51e2-8777-4f52-bc74-c2cbde0c8b04")),
+	Using:          qdrant.PtrOf("512d-vector"),
+	LookupFrom: &qdrant.LookupLocation{
+		CollectionName: "another_collection",
+		VectorName:     qdrant.PtrOf("image-512"),
+	},
+})
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/http.md

@@ -0,0 +1,11 @@
+```http
+POST /collections/{collection_name}/points/query
+{
+    "query": "43cf51e2-8777-4f52-bc74-c2cbde0c8b04", // <--- point id
+    "using": "512d-vector"
+    "lookup_from": {
+        "collection": "another_collection", // <--- other collection name
+        "vector": "image-512" // <--- vector name in the other collection
+    }
+}
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/java.md

@@ -0,0 +1,26 @@
+```java
+import static io.qdrant.client.QueryFactory.nearest;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Points.LookupLocation;
+import io.qdrant.client.grpc.Points.QueryPoints;
+import java.util.UUID;
+
+QdrantClient client =
+    new QdrantClient(QdrantGrpcClient.newBuilder("localhost", 6334, false).build());
+
+client
+    .queryAsync(
+        QueryPoints.newBuilder()
+            .setCollectionName("{collection_name}")
+            .setQuery(nearest(UUID.fromString("43cf51e2-8777-4f52-bc74-c2cbde0c8b04")))
+            .setUsing("512d-vector")
+            .setLookupFrom(
+                LookupLocation.newBuilder()
+                    .setCollectionName("another_collection")
+                    .setVectorName("image-512")
+                    .build())
+            .build())
+    .get();
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/python.md

@@ -0,0 +1,15 @@
+```python
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(url="http://localhost:6333")
+
+client.query_points(
+    collection_name="{collection_name}",
+    query="43cf51e2-8777-4f52-bc74-c2cbde0c8b04",  # <--- point id
+    using="512d-vector",
+    lookup_from=models.LookupLocation(
+        collection="another_collection",  # <--- other collection name
+        vector="image-512",  # <--- vector name in the other collection
+    )
+)
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/rust.md

@@ -0,0 +1,16 @@
+```rust
+use qdrant_client::Qdrant;
+use qdrant_client::qdrant::{LookupLocationBuilder, PointId, Query, QueryPointsBuilder};
+
+let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+client.query(
+    QueryPointsBuilder::new("{collection_name}")
+        .query(Query::new_nearest("43cf51e2-8777-4f52-bc74-c2cbde0c8b04"))
+        .using("512d-vector")
+        .lookup_from(
+            LookupLocationBuilder::new("another_collection")
+                .vector_name("image-512")
+        )
+).await?;
+```

qdrant-landing/content/documentation/headless/snippets/query-points/by-existing-id-with-lookup/typescript.md

@@ -0,0 +1,14 @@
+```typescript
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+
+client.query("{collection_name}", {
+    query: '43cf51e2-8777-4f52-bc74-c2cbde0c8b04', // <--- point id
+    using: '512d-vector',
+    lookup_from: {
+        collection: 'another_collection', // <--- other collection name
+        vector: 'image-512', // <--- vector name in the other collection
+    }
+});
+```