diff --git a/qdrant-landing/content/documentation/headless/snippets/inference/mrl-multi-stage/rust.md b/qdrant-landing/content/documentation/headless/snippets/inference/mrl-multi-stage/rust.md
new file mode 100644
index 000000000..88c1f60da
--- /dev/null
+++ b/qdrant-landing/content/documentation/headless/snippets/inference/mrl-multi-stage/rust.md
@@ -0,0 +1,41 @@
+```rust
+use std::collections::HashMap;
+
+use qdrant_client::{
+    Qdrant, QdrantError,
+    qdrant::{Document, PrefetchQueryBuilder, Query, QueryPointsBuilder, Value},
+};
+
+client
+    .query(
+        QueryPointsBuilder::new("{collection_name}")
+            .add_prefetch(
+                PrefetchQueryBuilder::default()
+                    .query(Query::new_nearest(Document {
+                        text: "How to bake cookies?".into(),
+                        model: "openai/text-embedding-3-small".into(),
+                        options: HashMap::<String, Value>::from_iter(vec![
+                            (
+                                "openai-api-key".to_string(),
+                                Value::from("<YOUR_OPENAI_API_KEY>"),
+                            ),
+                            ("mrl".into(), Value::from(64)),
+                        ]),
+                    }))
+                    .using("small")
+                    .limit(10_u64),
+            )
+            .query(Query::new_nearest(Document {
+                text: "How to bake cookies?".into(),
+                model: "openai/text-embedding-3-small".into(),
+                options: HashMap::from_iter(vec![(
+                    "openai-api-key".into(),
+                    "<YOUR_OPENAI_API_KEY>".into(),
+                )]),
+            }))
+            .using("large")
+            .limit(10_u64)
+            .build(),
+    )
+    .await?;
+```
diff --git a/qdrant-landing/content/documentation/headless/snippets/inference/mrl/rust.md b/qdrant-landing/content/documentation/headless/snippets/inference/mrl/rust.md
new file mode 100644
index 000000000..f615cd3c5
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+++ b/qdrant-landing/content/documentation/headless/snippets/inference/mrl/rust.md
@@ -0,0 +1,49 @@
+```rust
+use std::collections::HashMap;
+
+use qdrant_client::{
+    Payload, Qdrant, QdrantError,
+    qdrant::{Document, NamedVectors, PointStruct, UpsertPointsBuilder, Value},
+};
+
+let client = Qdrant::from_url("http://localhost:6334").build()?;
+
+client
+    .upsert_points(
+        UpsertPointsBuilder::new(
+            "{collection_name}",
+            vec![PointStruct::new(
+                1,
+                NamedVectors::default()
+                    .add_vector(
+                        "large",
+                        Document {
+                            text: "Recipe for baking chocolate chip cookies".into(),
+                            model: "openai/text-embedding-3-small".into(),
+                            options: HashMap::<String, Value>::from_iter(vec![(
+                                "openai-api-key".into(),
+                                "<YOUR_OPENAI_API_KEY>".into(),
+                            )]),
+                        },
+                    )
+                    .add_vector(
+                        "small",
+                        Document {
+                            text: "Mars, the red planet".into(),
+                            model: "sentence-transformers/all-minilm-l6-v2".into(),
+                            options: HashMap::<String, Value>::from_iter(vec![
+                                (
+                                    "openai-api-key".into(),
+                                    Value::from("<YOUR_OPENAI_API_KEY>"),
+                                ),
+                                ("mrl".into(), Value::from(64)),
+                            ]),
+                        },
+                    ),
+                Payload::default(),
+            )],
+        )
+        .wait(true),
+    )
+    .await?;
+```