diff --git a/docs/doc_examples/15f769bbd7b5fddeb3353ae726b71b14.asciidoc b/docs/doc_examples/15f769bbd7b5fddeb3353ae726b71b14.asciidoc
new file mode 100644
index 000000000..0db865fe6
--- /dev/null
+++ b/docs/doc_examples/15f769bbd7b5fddeb3353ae726b71b14.asciidoc
@@ -0,0 +1,28 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.search({
+  index: "my-index-bit-vectors",
+  query: {
+    script_score: {
+      query: {
+        match_all: {},
+      },
+      script: {
+        source: "dotProduct(params.query_vector, 'my_dense_vector')",
+        params: {
+          query_vector: [
+            0.23, 1.45, 3.67, 4.89, -0.56, 2.34, 3.21, 1.78, -2.45, 0.98, -0.12,
+            3.45, 4.56, 2.78, 1.23, 0.67, 3.89, 4.12, -2.34, 1.56, 0.78, 3.21,
+            4.12, 2.45, -1.67, 0.34, -3.45, 4.56, -2.78, 1.23, -0.67, 3.89,
+            -4.34, 2.12, -1.56, 0.78, -3.21, 4.45, 2.12, 1.67,
+          ],
+        },
+      },
+    },
+  },
+});
+console.log(response);
+----
diff --git a/docs/doc_examples/2e7844477b41fcfa9efefee4ec0e7101.asciidoc b/docs/doc_examples/2e7844477b41fcfa9efefee4ec0e7101.asciidoc
new file mode 100644
index 000000000..e19fb83da
--- /dev/null
+++ b/docs/doc_examples/2e7844477b41fcfa9efefee4ec0e7101.asciidoc
@@ -0,0 +1,43 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.search({
+  index: "my-index-000001",
+  retriever: {
+    rule: {
+      match_criteria: {
+        query_string: "puggles",
+        user_country: "us",
+      },
+      ruleset_ids: ["my-ruleset"],
+      retriever: {
+        rrf: {
+          retrievers: [
+            {
+              standard: {
+                query: {
+                  query_string: {
+                    query: "pugs",
+                  },
+                },
+              },
+            },
+            {
+              standard: {
+                query: {
+                  query_string: {
+                    query: "puggles",
+                  },
+                },
+              },
+            },
+          ],
+        },
+      },
+    },
+  },
+});
+console.log(response);
+----
diff --git a/docs/doc_examples/339c4e5af9f9069ad9912aa574488b59.asciidoc b/docs/doc_examples/339c4e5af9f9069ad9912aa574488b59.asciidoc
new file mode 100644
index 000000000..905e21821
--- /dev/null
+++ b/docs/doc_examples/339c4e5af9f9069ad9912aa574488b59.asciidoc
@@ -0,0 +1,52 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.indices.create({
+  index: "my-index-bit-vectors",
+  mappings: {
+    properties: {
+      my_dense_vector: {
+        type: "dense_vector",
+        index: false,
+        element_type: "bit",
+        dims: 40,
+      },
+    },
+  },
+});
+console.log(response);
+
+const response1 = await client.index({
+  index: "my-index-bit-vectors",
+  id: 1,
+  document: {
+    my_dense_vector: [8, 5, -15, 1, -7],
+  },
+});
+console.log(response1);
+
+const response2 = await client.index({
+  index: "my-index-bit-vectors",
+  id: 2,
+  document: {
+    my_dense_vector: [-1, 115, -3, 4, -128],
+  },
+});
+console.log(response2);
+
+const response3 = await client.index({
+  index: "my-index-bit-vectors",
+  id: 3,
+  document: {
+    my_dense_vector: [2, 18, -5, 0, -124],
+  },
+});
+console.log(response3);
+
+const response4 = await client.indices.refresh({
+  index: "my-index-bit-vectors",
+});
+console.log(response4);
+----
diff --git a/docs/doc_examples/44198781d164a15be633d4469485a544.asciidoc b/docs/doc_examples/44198781d164a15be633d4469485a544.asciidoc
new file mode 100644
index 000000000..f3125224a
--- /dev/null
+++ b/docs/doc_examples/44198781d164a15be633d4469485a544.asciidoc
@@ -0,0 +1,23 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.search({
+  index: "my-index-bit-vectors",
+  query: {
+    script_score: {
+      query: {
+        match_all: {},
+      },
+      script: {
+        source: "dotProduct(params.query_vector, 'my_dense_vector')",
+        params: {
+          query_vector: [8, 5, -15, 1, -7],
+        },
+      },
+    },
+  },
+});
+console.log(response);
+----
diff --git a/docs/doc_examples/828f0045747fde4888a947bb99e190e3.asciidoc b/docs/doc_examples/828f0045747fde4888a947bb99e190e3.asciidoc
new file mode 100644
index 000000000..a4e4969f9
--- /dev/null
+++ b/docs/doc_examples/828f0045747fde4888a947bb99e190e3.asciidoc
@@ -0,0 +1,27 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.search({
+  index: "movies",
+  retriever: {
+    rule: {
+      match_criteria: {
+        query_string: "harry potter",
+      },
+      ruleset_ids: ["my-ruleset"],
+      retriever: {
+        standard: {
+          query: {
+            query_string: {
+              query: "harry potter",
+            },
+          },
+        },
+      },
+    },
+  },
+});
+console.log(response);
+----
diff --git a/docs/doc_examples/853fc710cea79fb4e1a85fb6d149f9c5.asciidoc b/docs/doc_examples/853fc710cea79fb4e1a85fb6d149f9c5.asciidoc
new file mode 100644
index 000000000..0ca3674f6
--- /dev/null
+++ b/docs/doc_examples/853fc710cea79fb4e1a85fb6d149f9c5.asciidoc
@@ -0,0 +1,42 @@
+// This file is autogenerated, DO NOT EDIT
+// Use `node scripts/generate-docs-examples.js` to generate the docs examples
+
+[source, js]
+----
+const response = await client.search({
+  index: "movies",
+  retriever: {
+    rule: {
+      match_criteria: {
+        query_string: "harry potter",
+      },
+      ruleset_ids: ["my-ruleset"],
+      retriever: {
+        rrf: {
+          retrievers: [
+            {
+              standard: {
+                query: {
+                  query_string: {
+                    query: "sorcerer's stone",
+                  },
+                },
+              },
+            },
+            {
+              standard: {
+                query: {
+                  query_string: {
+                    query: "chamber of secrets",
+                  },
+                },
+              },
+            },
+          ],
+        },
+      },
+    },
+  },
+});
+console.log(response);
+----
diff --git a/docs/doc_examples/8f0a3d7b5fbdf5351750a23c493cc078.asciidoc b/docs/doc_examples/acc44366a9908684b2c8c2b119a4fb2b.asciidoc
similarity index 71%
rename from docs/doc_examples/8f0a3d7b5fbdf5351750a23c493cc078.asciidoc
rename to docs/doc_examples/acc44366a9908684b2c8c2b119a4fb2b.asciidoc
index 8f14d2f77..2dcd961c6 100644
--- a/docs/doc_examples/8f0a3d7b5fbdf5351750a23c493cc078.asciidoc
+++ b/docs/doc_examples/acc44366a9908684b2c8c2b119a4fb2b.asciidoc
@@ -5,11 +5,15 @@
 ----
 const response = await client.search({
   index: "my-index-000001",
-  query: {
+  retriever: {
     rule: {
-      organic: {
-        query_string: {
-          query: "puggles",
+      retriever: {
+        standard: {
+          query: {
+            query_string: {
+              query: "puggles",
+            },
+          },
         },
       },
       match_criteria: {