Use different embeddings model;

transform/ensure_gte_model.sh

@@ -0,0 +1,16 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+if [ -d "$GTE_MODEL_PATH" ] && find "$GTE_MODEL_PATH" -type f | grep -q .; then
+    echo "GTE model already present at $GTE_MODEL_PATH"
+    exit 0
+fi
+
+echo "Downloading GTE model to $GTE_MODEL_PATH"
+mkdir -p "$GTE_MODEL_PATH"
+curl -sL "https://huggingface.co/api/models/${GTE_MODEL_ID}" | jq -r '.siblings[].rfilename' | while read -r file; do
+    target="${GTE_MODEL_PATH}/${file}"
+    mkdir -p "$(dirname "$target")"
+    echo "Downloading ${file}"
+    curl -sL "https://huggingface.co/${GTE_MODEL_ID}/resolve/main/${file}" -o "$target"
+done