Automated snippet conversion by scripts

These changes are purely mechanical to differentiate them from manual
fixes/adjustments made in the next commit.
This results in broken code as some snippets contain errors.

Made in four steps:
1. Run ./migrate-snippet.py that converts `.md` files to code files
   and perhaps adds missing lines under `// @hide` comments.
2. Sort Java imports.
3. Remove old `.md` files.
4. Run ./generate.md to produce `*/generated/*.md` files.

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/csharp.cs

@@ -0,0 +1,32 @@
+using Qdrant.Client;
+using Qdrant.Client.Grpc;
+
+public class Snippet
+{
+	public static async Task Run()
+	{
+		var client = new QdrantClient(
+		  host: "xyz-example.qdrant.io",
+		  port: 6334,
+		  https: true,
+		  apiKey: "<your-api-key>"
+		);
+
+		await client.UpsertAsync(
+		    collectionName: "{collection_name}",
+		    points: new List<PointStruct>
+		    {
+		        new()
+		        {
+		            Id = 1,
+		            Vectors = new Document()
+		            {
+		                Model = "jinaai/jina-clip-v2",
+		                Text = "Mission to Mars",
+		                Options = { ["jina-api-key"] = "<YOUR_JINAAI_API_KEY>", ["dimensions"] = 512 },
+		            },
+		        },
+		    }
+		);
+	}
+}

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/generated/go.md

@@ -29,4 +29,4 @@ client.Upsert(ctx, &qdrant.UpsertPoints{
 		},
 	},
 })
-```
+```

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/generated/java.md

@@ -36,4 +36,4 @@ client
                             .build()))
                 .build()))
     .get();
-```
+```

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/generated/python.md

@@ -23,4 +23,4 @@ client.upsert(
         )
     ]
 )
-```
+```

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/go.go

@@ -0,0 +1,34 @@
+package snippet
+
+import (
+	"context"
+	"time"
+
+	"github.com/qdrant/go-client/qdrant"
+)
+
+func Main() {
+	client, err := qdrant.NewClient(&qdrant.Config{
+		Host:   "xyz-example.qdrant.io",
+		Port:   6334,
+		APIKey: "<paste-your-api-key-here>",
+		UseTLS: true,
+	})
+
+	client.Upsert(ctx, &qdrant.UpsertPoints{
+		CollectionName: "{collection_name}",
+		Points: []*qdrant.PointStruct{
+			{
+				Id: qdrant.NewIDNum(uint64(1)),
+				Vectors: qdrant.NewVectorsImage(&qdrant.Image{
+					Model: "jinaai/jina-clip-v2",
+					Image: qdrant.NewValueString("https://qdrant.tech/example.png"),
+					Options: qdrant.NewValueMap(map[string]any{
+						"jina-api-key": "<YOUR_JINAAI_API_KEY>",
+						"dimensions":   512,
+					}),
+				}),
+			},
+		},
+	})
+}

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/java.java

@@ -0,0 +1,43 @@
+package com.example.snippets_amalgamation;
+
+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.Image;
+import io.qdrant.client.grpc.Points.PointStruct;
+import java.util.List;
+import java.util.Map;
+
+public class Snippet {
+        public static void run() throws Exception {
+                QdrantClient client =
+                    new QdrantClient(
+                        QdrantGrpcClient.newBuilder("xyz-example.qdrant.io", 6334, true)
+                            .withApiKey("<your-api-key")
+                            .build());
+
+                client
+                    .upsertAsync(
+                        "{collection_name}",
+                        List.of(
+                            PointStruct.newBuilder()
+                                .setId(id(1))
+                                .setVectors(
+                                    vectors(
+                                        Image.newBuilder()
+                                            .setModel("jinaai/jina-clip-v2")
+                                            .setImage(value("https://qdrant.tech/example.png"))
+                                            .putAllOptions(
+                                                Map.of(
+                                                    "jina-api-key",
+                                                    value("<YOUR_JINAAI_API_KEY>"),
+                                                    "dimensions",
+                                                    value(512)))
+                                            .build()))
+                                .build()))
+                    .get();
+        }
+}

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/python.py

@@ -0,0 +1,24 @@
+from qdrant_client import QdrantClient, models
+
+client = QdrantClient(
+    url="https://xyz-example.qdrant.io:6333", 
+    api_key="<your-api-key>", 
+    cloud_inference=True
+)
+
+client.upsert(
+    collection_name="{collection_name}",
+    points=[
+        models.PointStruct(
+            id=1,
+            vector=models.Image(
+                image="https://qdrant.tech/example.png",
+                model="jinaai/jina-clip-v2",
+                options={
+                    "jina-api-key": "<your_jinaai_api_key>",
+                    "dimensions": 512
+                }
+            )
+        )
+    ]
+)

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/rust.rs

@@ -0,0 +1,27 @@
+use qdrant_client::{
+    Payload, Qdrant, QdrantError,
+    qdrant::{Image, PointStruct, UpsertPointsBuilder},
+};
+use std::collections::HashMap;
+
+pub async fn main() -> anyhow::Result<()> {
+    let client = Qdrant::from_url("<your-qdrant-url>").build()?;
+    let mut options = HashMap::new();
+    options.insert("jina-api-key".to_string(), "<YOUR_JINAAI_API_KEY>".into());
+    options.insert("dimensions".to_string(), 512.into());
+
+    client
+        .upsert_points(UpsertPointsBuilder::new("{collection_name}",
+            vec![
+                PointStruct::new(1,
+                    Image {
+                      image: Some("https://qdrant.tech/example.png".into()),
+                      model: "jinaai/jina-clip-v2".into(),
+                      options,
+                      },
+                    Payload::default())
+                ]).wait(true))
+            .await?;
+
+    Ok(())
+}

qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/typescript.ts

@@ -0,0 +1,19 @@
+import { QdrantClient } from "@qdrant/js-client-rest";
+
+const client = new QdrantClient({ host: "localhost", port: 6333 });
+
+client.upsert("{collection_name}", {
+    points: [
+        {
+            id: 1,
+            vector: {
+                image: 'https://qdrant.tech/example.png',
+                model: 'jinaai/jina-clip-v2',
+                options: {
+                    'jina-api-key': '<your_jinaai_api_key>',
+                    dimensions: 512,
+                },
+            },
+        },
+    ],
+});