From 0123079a91e2f5bbab9f1653eac87cfd2260ca00 Mon Sep 17 00:00:00 2001
From: Swapna Lekkala <swapna942@meta.com>
Date: Thu, 2 Oct 2025 11:39:05 -0700
Subject: [PATCH] fix

---
 ...enAIClient_with_LLAMAStackExtensions.ipynb | 119 ++++++++++++++++--
 1 file changed, 107 insertions(+), 12 deletions(-)

diff --git a/docs/notebooks/OpenAIClient_with_LLAMAStackExtensions.ipynb b/docs/notebooks/OpenAIClient_with_LLAMAStackExtensions.ipynb
index d6841e488..62568d5a8 100644
--- a/docs/notebooks/OpenAIClient_with_LLAMAStackExtensions.ipynb
+++ b/docs/notebooks/OpenAIClient_with_LLAMAStackExtensions.ipynb
@@ -34,7 +34,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 25,
    "id": "a42d6950-65c2-445e-96f9-6301d36d3a0f",
    "metadata": {},
    "outputs": [],
@@ -59,10 +59,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 26,
    "id": "e45da4ef-03d9-48f7-a48f-8b5c09f2a46f",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:httpx:HTTP Request: POST http://localhost:8321/v1/vector-dbs \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'identifier': 'acme_docs_v2', 'provider_resource_id': 'acme_docs_v2', 'provider_id': 'faiss', 'type': 'vector_db', 'owner': None, 'source': 'via_register_api', 'embedding_model': 'sentence-transformers/all-MiniLM-L6-v2', 'embedding_dimension': 384, 'vector_db_name': 'acme_docs'}\n"
+     ]
+    }
+   ],
    "source": [
     "# Using a low-level request for llama-stack specific API\n",
     "resp = client._client.request(\n",
@@ -92,10 +107,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "id": "94e3ca3c-3a8a-4e95-91a6-e87aa4221629",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:httpx:HTTP Request: GET http://localhost:8321/v1/vector-dbs \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'data': [{'identifier': 'acme_docs_v2', 'provider_resource_id': 'acme_docs_v2', 'provider_id': 'faiss', 'type': 'vector_db', 'embedding_model': 'sentence-transformers/all-MiniLM-L6-v2', 'embedding_dimension': 384, 'vector_db_name': 'acme_docs'}]}\n"
+     ]
+    }
+   ],
    "source": [
     "resp = client._client.request(\n",
     "    \"GET\",\n",
@@ -117,10 +147,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 28,
    "id": "e67a8ba3-7785-4087-b0c8-442596fbdf92",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:httpx:HTTP Request: GET http://localhost:8321/v1/vector-dbs/acme_docs_v2 \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'identifier': 'acme_docs_v2', 'provider_resource_id': 'acme_docs_v2', 'provider_id': 'faiss', 'type': 'vector_db', 'owner': None, 'source': 'via_register_api', 'embedding_model': 'sentence-transformers/all-MiniLM-L6-v2', 'embedding_dimension': 384, 'vector_db_name': 'acme_docs'}\n"
+     ]
+    }
+   ],
    "source": [
     "resp = client._client.request(\n",
     "    \"GET\",\n",
@@ -144,7 +189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 29,
    "id": "3f08461a-7f9b-439e-bd38-72b68ee9a430",
    "metadata": {},
    "outputs": [],
@@ -184,10 +229,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 30,
    "id": "0fb7f7a7-6b8e-4af4-af93-ecc4fb3e1696",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:httpx:HTTP Request: POST http://localhost:8321/v1/vector-io/insert \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "200\n",
+      "None\n"
+     ]
+    }
+   ],
    "source": [
     "resp = client._client.request(\n",
     "    \"POST\",\n",
@@ -217,10 +278,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "id": "faa7e0ab-aef9-496f-a2bc-90b4eb8bc860",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:httpx:HTTP Request: POST http://localhost:8321/v1/vector-io/query \"HTTP/1.1 200 OK\"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Chunk 1:\n",
+      "  Metadata: {'document_id': 'Shipping Policy'}\n",
+      "  Content : Acme ships globally in 3-5 business days.\n",
+      "--------------------------------------------------\n",
+      "Chunk 2:\n",
+      "  Metadata: {'document_id': 'Shipping Policy'}\n",
+      "  Content : Acme ships globally in 3-5 business days.\n",
+      "--------------------------------------------------\n",
+      "Chunk 3:\n",
+      "  Metadata: {'document_id': 'Returns Policy'}\n",
+      "  Content : Returns are accepted within 30 days of purchase.\n",
+      "--------------------------------------------------\n"
+     ]
+    }
+   ],
    "source": [
     "query = \"How long does Acme take to ship orders?\"\n",
     "\n",
@@ -244,6 +331,14 @@
     "    print(\"  Content :\", chunk.get(\"content\"))\n",
     "    print(\"-\" * 50)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aa803d10-8f3f-40e0-b621-51c847778e05",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {