From 14d448b74d5ea38e8da93310554eb46e980d96a2 Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Mon, 5 Aug 2024 13:45:47 -0400
Subject: [PATCH] remove usage of upsert

---
 examples/many-tools.ipynb | 25 ++++++++++++-------------
 1 file changed, 12 insertions(+), 13 deletions(-)

diff --git a/examples/many-tools.ipynb b/examples/many-tools.ipynb
index 6bd9272d2..b415f5065 100644
--- a/examples/many-tools.ipynb
+++ b/examples/many-tools.ipynb
@@ -119,8 +119,7 @@
     "]\n",
     "\n",
     "vector_store = InMemoryVectorStore(embedding=OpenAIEmbeddings())\n",
-    "upsert_response = vector_store.upsert(tool_documents)\n",
-    "assert not upsert_response[\"failed\"]"
+    "document_ids = vector_store.add_documents(tool_documents)"
    ]
   },
   {
@@ -243,7 +242,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "['ed32d6f0-76c8-42ad-9ddb-eb28ab73cba3', 'ab4b0a2d-e535-419d-8d8b-d1e1cc6a410b', 'da70a795-fd64-474d-be7f-d39314255f6c', '3f605f81-bcd0-4bae-848b-fcae0b2115be']\n"
+      "['3b7d1528-6007-4473-a92f-b9b3341c3bfe', '8d77b753-c58a-41bf-9649-ad1a7326bc27', '514a6fc3-03d1-4e73-b410-c39309ad7b2f', '83c5cc8f-5111-46ed-874a-e0b883265ff6']\n"
      ]
     }
    ],
@@ -266,8 +265,8 @@
       "Can you give me some information about AMD in 2022?\n",
       "==================================\u001b[1m Ai Message \u001b[0m==================================\n",
       "Tool Calls:\n",
-      "  Advanced_Micro_Devices (call_RhGe3Zhp9ENphSC8Pusd7ZWe)\n",
-      " Call ID: call_RhGe3Zhp9ENphSC8Pusd7ZWe\n",
+      "  Advanced_Micro_Devices (call_Htbv7Imx4BwSsYWhZvSSs6yW)\n",
+      " Call ID: call_Htbv7Imx4BwSsYWhZvSSs6yW\n",
       "  Args:\n",
       "    year: 2022\n",
       "=================================\u001b[1m Tool Message \u001b[0m=================================\n",
@@ -392,7 +391,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 18,
    "id": "bee04c3d-0e36-4443-b0c8-10986a5f6e39",
    "metadata": {},
    "outputs": [],
@@ -404,8 +403,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
-   "id": "92ba9195-52d4-46c3-b811-8e00a9d61480",
+   "execution_count": 19,
+   "id": "6906fb50-435c-4473-bbb6-5353433b9199",
    "metadata": {},
    "outputs": [
     {
@@ -417,8 +416,8 @@
       "Can you give me some information about AMD in 2022?\n",
       "==================================\u001b[1m Ai Message \u001b[0m==================================\n",
       "Tool Calls:\n",
-      "  Accenture (call_ytesTjST6vxetxsQQmVKDjyJ)\n",
-      " Call ID: call_ytesTjST6vxetxsQQmVKDjyJ\n",
+      "  Accenture (call_L82JRUyIFilhzeTmPnNbPeVD)\n",
+      " Call ID: call_L82JRUyIFilhzeTmPnNbPeVD\n",
       "  Args:\n",
       "    year: 2022\n",
       "=================================\u001b[1m Tool Message \u001b[0m=================================\n",
@@ -427,8 +426,8 @@
       "Accenture had revenues of $100 in 2022.\n",
       "==================================\u001b[1m Ai Message \u001b[0m==================================\n",
       "Tool Calls:\n",
-      "  Advanced_Micro_Devices (call_16WW5BuJtX0uLylLcawxrDcI)\n",
-      " Call ID: call_16WW5BuJtX0uLylLcawxrDcI\n",
+      "  Advanced_Micro_Devices (call_k3zR9zS98gjiejmNgq6aVsXL)\n",
+      " Call ID: call_k3zR9zS98gjiejmNgq6aVsXL\n",
       "  Args:\n",
       "    year: 2022\n",
       "=================================\u001b[1m Tool Message \u001b[0m=================================\n",
@@ -437,7 +436,7 @@
       "Advanced Micro Devices had revenues of $100 in 2022.\n",
       "==================================\u001b[1m Ai Message \u001b[0m==================================\n",
       "\n",
-      "In 2022, AMD had revenues of $100 and Accenture had revenues of $100.\n"
+      "In 2022, Advanced Micro Devices (AMD) had revenues of $100.\n"
      ]
     }
    ],