From 6a77ce1db398acc875f6abafd799be8aedd1b666 Mon Sep 17 00:00:00 2001
From: generall <andrey@vasnetsov.com>
Date: Mon, 19 Oct 2026 20:25:08 +0200
Subject: [PATCH] Add simple-hybrid-text example: dense vector + BM25-scored
 text field

Same shape as simple-hybrid, but the sparse vector is replaced by a
zipf-distributed text payload field indexed with `scoring: bm25`, and
`memory:` is used instead of `on_disk` / `always_ram`.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
---
 examples/simple-hybrid-text.yaml | 50 ++++++++++++++++++++++++++++++++
 src/config/examples.rs           |  5 ++++
 2 files changed, 55 insertions(+)
 create mode 100644 examples/simple-hybrid-text.yaml

diff --git a/examples/simple-hybrid-text.yaml b/examples/simple-hybrid-text.yaml
new file mode 100644
index 0000000..46c1367
--- /dev/null
+++ b/examples/simple-hybrid-text.yaml
@@ -0,0 +1,50 @@
+# Example bfb upload config for a simple hybrid (dense + full-text) collection:
+# one 768-d dense vector with turbo-2bit quantization and one zipf-distributed
+# text payload field with a full-text index (the BM25-side of the hybrid),
+# plus a couple of payload fields to filter on.
+#
+#   bfb upload --example simple-hybrid-text -n 1M -b 256 -p 16 -t 8 \
+#       --uri http://localhost:6334
+
+collection:
+  name: benchmark
+  id: uuid
+  payload:
+    memory: cold
+
+  optimizers:
+    default_segment_number: 3
+
+  quantization:
+    type: turbo-2bit
+    memory: pinned
+
+  vectors:
+    - name: image
+      size: 768
+      distance: cosine
+      datatype: float32
+      memory: cold
+      source: random
+
+  fields:
+    - name: text
+      type: text
+      tokenizer: word
+      scoring: bm25                # rank by BM25 (Qdrant 1.19.3+); implies phrase matching
+      memory: cold
+      source:
+        type: random
+        vocab_size: 100000
+        min_length: 100
+        max_length: 100
+        distribution: zipf
+    - name: a
+      type: keyword
+      source:
+        type: random
+        cardinality: 10
+        values_per_point: 1
+    - name: b
+      type: float
+      source: { type: random, min: -1.0, max: 1.0 }
diff --git a/src/config/examples.rs b/src/config/examples.rs
index a21f35e..868b461 100644
--- a/src/config/examples.rs
+++ b/src/config/examples.rs
@@ -70,6 +70,11 @@ pub static EXAMPLES: &[Example] = &[
         Upload,
         "Hybrid collection: dense + sparse vectors and a few payload fields"
     ),
+    example!(
+        "simple-hybrid-text",
+        Upload,
+        "Hybrid collection: dense vector + full-text indexed field and a few payload fields"
+    ),
     example!(
         "upload-dataset-config",
         Upload,