remove llama configure

docs/zero_to_hero_guide/05_Safety101.ipynb

@@ -6,14 +6,14 @@
    "source": [
     "## Safety API 101\n",
     "\n",
-    "This document talks about the Safety APIs in Llama Stack.\n",
+    "This document talks about the Safety APIs in Llama Stack. Before you begin, please ensure Llama Stack is installed and set up by following the [Getting Started Guide](https://llama-stack.readthedocs.io/en/latest/getting_started/index.html).\n",
     "\n",
     "As outlined in our [Responsible Use Guide](https://www.llama.com/docs/how-to-guides/responsible-use-guide-resources/), LLM apps should deploy appropriate system level safeguards to mitigate safety and security risks of LLM system, similar to the following diagram:\n",
-    "![Figure 1: Safety System](../_static/safety_system.webp)\n",
     "\n",
-    "To that goal, Llama Stack uses **Prompt Guard** and **Llama Guard 3** to secure our system. Here are the quick introduction about them.\n",
-    "\n",
-    "Before you begin, please ensure Llama Stack is installed and set up by following the [Getting Started Guide](https://llama-stack.readthedocs.io/en/latest/getting_started/index.html)."
+    "<div>\n",
+    "<img src=\"../_static/safety_system.webp\" alt=\"Figure 1: Safety System\" width=\"1000\"/>\n",
+    "</div>\n",
+    "To that goal, Llama Stack uses **Prompt Guard** and **Llama Guard 3** to secure our system. Here are the quick introduction about them.\n"
    ]
   },
   {
@@ -41,30 +41,55 @@
    "source": [
     "### Configure Safety\n",
     "\n",
-    "```bash\n",
-    "$ llama stack configure ~/.conda/envsllamastack-my-local-stack/my-local-stack-build.yaml\n",
+    "We can first take a look at our build yaml file for my-local-stack:\n",
     "\n",
-    "....\n",
-    "> Configuring provider `(meta-reference)`\n",
-    "Do you want to configure llama_guard_shield? (y/n): y\n",
-    "Entering sub-configuration for llama_guard_shield:\n",
-    "Enter value for model (existing: Llama-Guard-3-1B) (required):\n",
-    "Enter value for excluded_categories (existing: []) (required):\n",
-    "Enter value for enable_prompt_guard (existing: False) (optional): True\n",
+    "```bash\n",
+    "cat  /home/$USER/.llama/builds/conda/my-local-stack-run.yaml\n",
+    "\n",
+    "version: '2'\n",
+    "built_at: '2024-10-23T12:20:07.467045'\n",
+    "image_name: my-local-stack\n",
+    "docker_image: null\n",
+    "conda_env: my-local-stack\n",
+    "apis:\n",
+    "- inference\n",
+    "- safety\n",
+    "- agents\n",
+    "- memory\n",
+    "- telemetry\n",
+    "providers:\n",
+    "  inference:\n",
+    "  - provider_id: meta-reference\n",
+    "    provider_type: meta-reference\n",
+    "    config:\n",
+    "      model: Llama3.1-8B-Instruct\n",
+    "      torch_seed: 42\n",
+    "      max_seq_len: 8192\n",
+    "      max_batch_size: 1\n",
+    "      create_distributed_process_group: true\n",
+    "      checkpoint_dir: null\n",
+    "  safety:\n",
+    "  - provider_id: meta-reference\n",
+    "    provider_type: meta-reference\n",
+    "    config:\n",
+    "      llama_guard_shield:\n",
+    "        model: Llama-Guard-3-1B\n",
+    "        excluded_categories: []\n",
+    "      enable_prompt_guard: true\n",
     "....\n",
     "```\n",
-    "As you can see, we did basic configuration above and configured:\n",
+    "As you can see, we have the safety feature configured in the yaml:\n",
     "- Llama Guard safety shield with model `Llama-Guard-3-1B`\n",
     "- Prompt Guard safety shield, which by default will be `Prompt-Guard-86M` model.\n",
     "\n",
-    "You will also need to manually change the yaml to support `Llama3.2-3B-Instruct` running along with `Llama-Guard-3-1B`. The yaml file for inference section should be like this:\n",
+    "However, you will also need to manually change the yaml to support `Llama3.1-8B-Instruct` running along with `Llama-Guard-3-1B`. The yaml file for inference section should be like this:\n",
     "\n",
     "```bash\n",
     "inference:\n",
-    "  - provider_id: meta0\n",
+    "  - provider_id: meta-reference\n",
     "    provider_type: meta-reference\n",
     "    config:\n",
-    "      model: Llama3.2-3B-Instruct\n",
+    "      model: Llama3.1-8B-Instruct\n",
     "      torch_seed: null\n",
     "      max_seq_len: 4096\n",
     "      max_batch_size: 1\n",
@@ -81,7 +106,7 @@
     "      checkpoint_dir: null\n",
     "```\n",
     "\n",
-    "Now, you can start the server by `llama stack run my-local-stack --port 5000`\n",
+    "Now, you can start the server by `llama stack run my-local-stack --port 5000`. \n",
     "\n",
     "After the server started, you can test safety example using the follow code:"
    ]
@@ -95,7 +120,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -105,7 +130,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {