diff --git a/docs/_scripts/compact.mjs b/docs/_scripts/compact.mjs
new file mode 100644
index 000000000..8c4697fb3
--- /dev/null
+++ b/docs/_scripts/compact.mjs
@@ -0,0 +1,51 @@
+import * as path from "node:path";
+import * as fs from "node:fs/promises";
+import * as url from "node:url";
+
+const mdPath = url.fileURLToPath(
+  new URL("./add_translation_js_ref_updated.md", import.meta.url)
+);
+
+const extractedDir = url.fileURLToPath(
+  new URL(
+    "../../../oap-langgraphjs-tools-agent/src/add_transaction_js",
+    import.meta.url
+  )
+);
+
+const files = (await fs.readdir(extractedDir, { withFileTypes: true })).sort(
+  (a, b) => {
+    const aInt = Number.parseInt(a.name.split(".")[0], 10);
+    const bInt = Number.parseInt(b.name.split(".")[0], 10);
+    return aInt - bInt;
+  }
+);
+
+let count = 0;
+
+let lines = [];
+
+for (let file of files) {
+  if (file.isDirectory() || !file.name.endsWith(".mts")) continue;
+  count += 1;
+
+  const content = await fs.readFile(path.resolve(extractedDir, file.name), {
+    encoding: "utf-8",
+  });
+
+  lines = lines.concat(
+    content
+      .split("\n")
+      .reduce((acc, line) => {
+        if (line.trimStart().startsWith("// ```")) acc.push([]);
+        acc.at(-1)?.push(line);
+        return acc;
+      }, [])
+      .map((i) => {
+        const tag = i[0].trimStart().slice("// ```".length);
+        return ["```" + tag, ...i.slice(1), "```"].join("\n");
+      })
+  );
+}
+
+await fs.writeFile(mdPath, lines.join("\n\n"));
diff --git a/docs/_scripts/extract.mjs b/docs/_scripts/extract.mjs
new file mode 100644
index 000000000..480a0a677
--- /dev/null
+++ b/docs/_scripts/extract.mjs
@@ -0,0 +1,46 @@
+import * as fs from "node:fs/promises";
+import * as path from "node:path";
+import * as url from "node:url";
+
+const mdPath = url.fileURLToPath(
+  new URL("./add_translation_js_ref.md", import.meta.url)
+);
+
+const extractedDir = url.fileURLToPath(
+  new URL(
+    "../../../oap-langgraphjs-tools-agent/src/add_transaction_js",
+    import.meta.url
+  )
+);
+
+await fs.mkdir(extractedDir, { recursive: true });
+
+const md = (await fs.readFile(mdPath, { encoding: "utf-8" })).split("\n");
+
+const chunks = [];
+let current = [];
+
+for (let line of md) {
+  if (line.trimStart().startsWith("```")) {
+    if (current.length > 0) {
+      chunks.push(current.join("\n"));
+      current = [];
+    } else {
+      current.push("// " + line.trimStart());
+    }
+  } else if (current.length > 0) {
+    current.push(line);
+  }
+}
+
+if (current.length > 0) {
+  chunks.push(current.join("\n"));
+}
+
+for (let i = 0; i < chunks.length; i += 1) {
+  await fs.writeFile(path.resolve(extractedDir, `${i}.mts`), chunks[i], {
+    encoding: "utf-8",
+  });
+}
+
+console.log("finished");