diff --git a/templates/llama2-functions/README.md b/templates/llama2-functions/README.md
index bbb86668708..f16989e969c 100644
--- a/templates/llama2-functions/README.md
+++ b/templates/llama2-functions/README.md
@@ -8,6 +8,8 @@ By default, it will extract the title and author of papers.
 
 ##  LLM
 
-This template will use `Replicate` [hosted version](https://replicate.com/andreasjansson/llama-2-13b-chat-gguf) of LLaMA. 
+This template will use a `Replicate` [hosted version](https://replicate.com/andreasjansson/llama-2-13b-chat-gguf) of LLaMA2 that has support for grammars and jsonschema. 
+
+Based on the `Replicate` example, these are supplied directly in the prompt.
 
 Be sure that `REPLICATE_API_TOKEN` is set in your environment.
\ No newline at end of file
diff --git a/templates/llama2-functions/llama2-functions.ipynb b/templates/llama2-functions/llama2-functions.ipynb
index 1d6e89488e7..1a99cd01d05 100644
--- a/templates/llama2-functions/llama2-functions.ipynb
+++ b/templates/llama2-functions/llama2-functions.ipynb
@@ -1,6 +1,7 @@
 {
  "cells": [
   {
+   "attachments": {},
    "cell_type": "markdown",
    "id": "9faf648c-541e-4368-82a8-96287dbf34de",
    "metadata": {},
@@ -23,6 +24,7 @@
    ]
   },
   {
+   "attachments": {},
    "cell_type": "markdown",
    "id": "67306dbd-d79c-4723-825e-7d88edb811ba",
    "metadata": {},
@@ -43,7 +45,8 @@
    "outputs": [],
    "source": [
     "from langserve.client import RemoteRunnable\n",
-    "llama2_function = RemoteRunnable('http://0.0.0.0:8001/llama2_functions')"
+    "llama2_function = RemoteRunnable('http://0.0.0.0:8001/llama2_functions')\n",
+    "llama2_function.invoke({\"input\":text[0].page_content[0:1500]})"
    ]
   }
  ],