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baseline.ipynb

@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 1,
    "id": "b45bd52f-03e9-419f-8110-1013ff45fb1b",
    "metadata": {
     "tags": []
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 2,
    "id": "dc9f0411-8bf2-4a20-a6ea-331a2a486b8e",
    "metadata": {
     "tags": []
@@ -31,7 +31,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "fcb8e82880df4053899633bfe3c2220f",
+       "model_id": "515c96c357454fdc9a38ecc995ff1b3d",
        "version_major": 2,
        "version_minor": 0
       },
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 3,
    "id": "84e6cb89-30d3-4ef5-8063-07783798e045",
    "metadata": {},
    "outputs": [],
@@ -107,7 +107,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 4,
    "id": "032c86d2-868e-4fa6-b03e-58f1c41434cc",
    "metadata": {
     "tags": []
@@ -132,7 +132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 5,
    "id": "b7f1722c-c484-4e22-a025-53f95943fc76",
    "metadata": {},
    "outputs": [],
@@ -153,7 +153,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 6,
    "id": "96a0ba0b-be47-4eb0-bbc2-c82b0ea1b72e",
    "metadata": {
     "tags": []
@@ -178,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 7,
    "id": "4e305b1e-56e0-44da-8c17-496cbcc35fad",
    "metadata": {
     "tags": []
@@ -190,7 +190,7 @@
        "120"
       ]
      },
-     "execution_count": 101,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -201,7 +201,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 8,
    "id": "ef24fe6b-d801-4f3e-95ad-cb7f67247bc3",
    "metadata": {
     "tags": []
@@ -211,7 +211,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "يطير كالفراشة يلسع كالنحلة - يديه لا تستطيع الوصول لما لا تستطيع عيناه رؤيته\n"
+      "يطير كالفراشة ويلسع كالنحلة - لا يمكن ليديه أن تصيبا ما لا تستطيع عيناه رؤيته.\n"
      ]
     }
    ],
@@ -244,7 +244,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 9,
    "id": "4714f6a2-fd0b-48ee-80bc-860f40ee2baa",
    "metadata": {
     "tags": []
@@ -266,7 +266,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 10,
    "id": "f865e9f8-7c63-4e72-b539-0d5916eda44f",
    "metadata": {},
    "outputs": [],
@@ -294,7 +294,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 11,
    "id": "4115515d-cbcd-405a-b2e0-a805880a40c4",
    "metadata": {
     "tags": []
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 12,
    "id": "6296d255-d11d-4df7-aa0e-1226ef3d963a",
    "metadata": {
     "tags": []
@@ -319,7 +319,7 @@
        "208"
       ]
      },
-     "execution_count": 118,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -330,7 +330,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 13,
    "id": "1f1c6dd0-11bf-4b88-9029-8bce1e7bcb1c",
    "metadata": {
     "tags": []
@@ -390,7 +390,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 14,
    "id": "affe3668-aa37-47b5-be37-a0bd5dabab56",
    "metadata": {
     "tags": []
@@ -437,7 +437,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 147,
+   "execution_count": 15,
    "id": "b6436ce6-03af-4206-a283-0c2ecd17bd88",
    "metadata": {},
    "outputs": [],
@@ -466,7 +466,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 16,
    "id": "a731b2c0-54a3-4b8e-83f6-1663c759cf79",
    "metadata": {
     "tags": []
@@ -479,7 +479,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 146,
+   "execution_count": 17,
    "id": "07e0f133-f6e1-4bc6-969c-da9d36bfba2f",
    "metadata": {
     "tags": []
@@ -491,7 +491,7 @@
        "454"
       ]
      },
-     "execution_count": 146,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -503,7 +503,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 151,
+   "execution_count": 18,
    "id": "02be1827-7137-463f-a026-0b26dec6f552",
    "metadata": {
     "tags": []
@@ -540,7 +540,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 152,
+   "execution_count": 19,
    "id": "7575bd09-2d20-49ae-bb10-162a0e469f16",
    "metadata": {},
    "outputs": [],
@@ -555,6 +555,7 @@
     "<source text>  \n",
     "{translation_input}\n",
     "</source text>  \n",
+    "Translation: \n",
     "\"\"\"\n",
     "    messages = [\n",
     "        {\"role\": \"system\", \"content\": system_prompt},\n",
@@ -568,68 +569,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 153,
+   "execution_count": 20,
    "id": "32bccca0-c866-4006-84d1-d5b783b73689",
    "metadata": {
     "tags": []
    },
-   "outputs": [
-    {
-     "ename": "ConnectionError",
-     "evalue": "(ProtocolError('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')), '(Request ID: ad2f99b7-c210-442e-b484-a211d07ade7b)')",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mRemoteDisconnected\u001b[0m                        Traceback (most recent call last)",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:703\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[38;5;66;03m# Make the request on the httplib connection object.\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m httplib_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    704\u001b[0m \u001b[43m    \u001b[49m\u001b[43mconn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    705\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    706\u001b[0m \u001b[43m    \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    707\u001b[0m \u001b[43m    \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout_obj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    708\u001b[0m \u001b[43m    \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    709\u001b[0m \u001b[43m    \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    710\u001b[0m \u001b[43m    \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    711\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    713\u001b[0m \u001b[38;5;66;03m# If we're going to release the connection in ``finally:``, then\u001b[39;00m\n\u001b[1;32m    714\u001b[0m \u001b[38;5;66;03m# the response doesn't need to know about the connection. Otherwise\u001b[39;00m\n\u001b[1;32m    715\u001b[0m \u001b[38;5;66;03m# it will also try to release it and we'll have a double-release\u001b[39;00m\n\u001b[1;32m    716\u001b[0m \u001b[38;5;66;03m# mess.\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:449\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    445\u001b[0m         \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m             \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m             \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m             \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n\u001b[0;32m--> 449\u001b[0m             \u001b[43msix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_from\u001b[49m\u001b[43m(\u001b[49m\u001b[43me\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m    450\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (SocketTimeout, BaseSSLError, SocketError) \u001b[38;5;28;01mas\u001b[39;00m e:\n",
-      "File \u001b[0;32m<string>:3\u001b[0m, in \u001b[0;36mraise_from\u001b[0;34m(value, from_value)\u001b[0m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:444\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    443\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 444\u001b[0m     httplib_response \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    445\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m     \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m     \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m     \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:1374\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1373\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1374\u001b[0m     \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1375\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:318\u001b[0m, in \u001b[0;36mHTTPResponse.begin\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    317\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 318\u001b[0m     version, status, reason \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    319\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m CONTINUE:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:287\u001b[0m, in \u001b[0;36mHTTPResponse._read_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    284\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m line:\n\u001b[1;32m    285\u001b[0m     \u001b[38;5;66;03m# Presumably, the server closed the connection before\u001b[39;00m\n\u001b[1;32m    286\u001b[0m     \u001b[38;5;66;03m# sending a valid response.\u001b[39;00m\n\u001b[0;32m--> 287\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RemoteDisconnected(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRemote end closed connection without\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    288\u001b[0m                              \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m response\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    289\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
-      "\u001b[0;31mRemoteDisconnected\u001b[0m: Remote end closed connection without response",
-      "\nDuring handling of the above exception, another exception occurred:\n",
-      "\u001b[0;31mProtocolError\u001b[0m                             Traceback (most recent call last)",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/requests/adapters.py:667\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[1;32m    666\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 667\u001b[0m     resp \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    668\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmethod\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    669\u001b[0m \u001b[43m        \u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    670\u001b[0m \u001b[43m        \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    671\u001b[0m \u001b[43m        \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    672\u001b[0m \u001b[43m        \u001b[49m\u001b[43mredirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    673\u001b[0m \u001b[43m        \u001b[49m\u001b[43massert_same_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    674\u001b[0m \u001b[43m        \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    675\u001b[0m \u001b[43m        \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    676\u001b[0m \u001b[43m        \u001b[49m\u001b[43mretries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    677\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    678\u001b[0m \u001b[43m        \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    679\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    681\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (ProtocolError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:787\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    785\u001b[0m     e \u001b[38;5;241m=\u001b[39m ProtocolError(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mConnection aborted.\u001b[39m\u001b[38;5;124m\"\u001b[39m, e)\n\u001b[0;32m--> 787\u001b[0m retries \u001b[38;5;241m=\u001b[39m \u001b[43mretries\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mincrement\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    788\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43merror\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43me\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m_pool\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m_stacktrace\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msys\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mexc_info\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m]\u001b[49m\n\u001b[1;32m    789\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    790\u001b[0m retries\u001b[38;5;241m.\u001b[39msleep()\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/util/retry.py:550\u001b[0m, in \u001b[0;36mRetry.increment\u001b[0;34m(self, method, url, response, error, _pool, _stacktrace)\u001b[0m\n\u001b[1;32m    549\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m read \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_is_method_retryable(method):\n\u001b[0;32m--> 550\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[43msix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreraise\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mtype\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43merror\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43merror\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m_stacktrace\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    551\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m read \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/packages/six.py:769\u001b[0m, in \u001b[0;36mreraise\u001b[0;34m(tp, value, tb)\u001b[0m\n\u001b[1;32m    768\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m value\u001b[38;5;241m.\u001b[39m__traceback__ \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m tb:\n\u001b[0;32m--> 769\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m value\u001b[38;5;241m.\u001b[39mwith_traceback(tb)\n\u001b[1;32m    770\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m value\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:703\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[38;5;66;03m# Make the request on the httplib connection object.\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m httplib_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    704\u001b[0m \u001b[43m    \u001b[49m\u001b[43mconn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    705\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    706\u001b[0m \u001b[43m    \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    707\u001b[0m \u001b[43m    \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout_obj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    708\u001b[0m \u001b[43m    \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    709\u001b[0m \u001b[43m    \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    710\u001b[0m \u001b[43m    \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    711\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    713\u001b[0m \u001b[38;5;66;03m# If we're going to release the connection in ``finally:``, then\u001b[39;00m\n\u001b[1;32m    714\u001b[0m \u001b[38;5;66;03m# the response doesn't need to know about the connection. Otherwise\u001b[39;00m\n\u001b[1;32m    715\u001b[0m \u001b[38;5;66;03m# it will also try to release it and we'll have a double-release\u001b[39;00m\n\u001b[1;32m    716\u001b[0m \u001b[38;5;66;03m# mess.\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:449\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    445\u001b[0m         \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m             \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m             \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m             \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n\u001b[0;32m--> 449\u001b[0m             \u001b[43msix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_from\u001b[49m\u001b[43m(\u001b[49m\u001b[43me\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m    450\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (SocketTimeout, BaseSSLError, SocketError) \u001b[38;5;28;01mas\u001b[39;00m e:\n",
-      "File \u001b[0;32m<string>:3\u001b[0m, in \u001b[0;36mraise_from\u001b[0;34m(value, from_value)\u001b[0m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/urllib3/connectionpool.py:444\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    443\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 444\u001b[0m     httplib_response \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    445\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m     \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m     \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m     \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:1374\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1373\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1374\u001b[0m     \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1375\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:318\u001b[0m, in \u001b[0;36mHTTPResponse.begin\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    317\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 318\u001b[0m     version, status, reason \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    319\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m CONTINUE:\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/http/client.py:287\u001b[0m, in \u001b[0;36mHTTPResponse._read_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    284\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m line:\n\u001b[1;32m    285\u001b[0m     \u001b[38;5;66;03m# Presumably, the server closed the connection before\u001b[39;00m\n\u001b[1;32m    286\u001b[0m     \u001b[38;5;66;03m# sending a valid response.\u001b[39;00m\n\u001b[0;32m--> 287\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RemoteDisconnected(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRemote end closed connection without\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    288\u001b[0m                              \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m response\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    289\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
-      "\u001b[0;31mProtocolError\u001b[0m: ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))",
-      "\nDuring handling of the above exception, another exception occurred:\n",
-      "\u001b[0;31mConnectionError\u001b[0m                           Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[153], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mautomatic_purpose_driven_chat_completion\u001b[49m\u001b[43m(\u001b[49m\u001b[43msystem_prompt\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtranslation_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdescription_json\u001b[49m\u001b[43m)\u001b[49m\n",
-      "Cell \u001b[0;32mIn[152], line 19\u001b[0m, in \u001b[0;36mautomatic_purpose_driven_chat_completion\u001b[0;34m(system_prompt, translation_input, description_json)\u001b[0m\n\u001b[1;32m      6\u001b[0m     prompt \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\"\"\u001b[39m\u001b[38;5;124mGiven the following descriptive json translate <source text> from English to Arabic\u001b[39m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;132;01m{\u001b[39;00mdescription_json\u001b[38;5;132;01m}\u001b[39;00m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;124m<source text>  \u001b[39m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;132;01m{\u001b[39;00mtranslation_input\u001b[38;5;132;01m}\u001b[39;00m\n\u001b[1;32m     10\u001b[0m \u001b[38;5;124m</source text>  \u001b[39m\n\u001b[1;32m     11\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m     12\u001b[0m     messages \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m     13\u001b[0m         {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrole\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msystem\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcontent\u001b[39m\u001b[38;5;124m\"\u001b[39m: system_prompt},\n\u001b[1;32m     14\u001b[0m         {\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     17\u001b[0m         },\n\u001b[1;32m     18\u001b[0m     ]\n\u001b[0;32m---> 19\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mchat_completion\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_tokens\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m10_000\u001b[39;49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/huggingface_hub/inference/_client.py:706\u001b[0m, in \u001b[0;36mInferenceClient.chat_completion\u001b[0;34m(self, messages, model, stream, frequency_penalty, logit_bias, logprobs, max_tokens, n, presence_penalty, seed, stop, temperature, tool_choice, tool_prompt, tools, top_logprobs, top_p)\u001b[0m\n\u001b[1;32m    703\u001b[0m     model_url \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/v1/chat/completions\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    705\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 706\u001b[0m     data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpost\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    707\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmodel_url\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    708\u001b[0m \u001b[43m        \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mdict\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[1;32m    709\u001b[0m \u001b[43m            \u001b[49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mtgi\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# random string\u001b[39;49;00m\n\u001b[1;32m    710\u001b[0m \u001b[43m            \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    711\u001b[0m \u001b[43m            \u001b[49m\u001b[43mfrequency_penalty\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfrequency_penalty\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    712\u001b[0m \u001b[43m            \u001b[49m\u001b[43mlogit_bias\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlogit_bias\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    713\u001b[0m \u001b[43m            \u001b[49m\u001b[43mlogprobs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlogprobs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    714\u001b[0m \u001b[43m            \u001b[49m\u001b[43mmax_tokens\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmax_tokens\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    715\u001b[0m \u001b[43m            \u001b[49m\u001b[43mn\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    716\u001b[0m \u001b[43m            \u001b[49m\u001b[43mpresence_penalty\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpresence_penalty\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    717\u001b[0m \u001b[43m            \u001b[49m\u001b[43mseed\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mseed\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    718\u001b[0m \u001b[43m            \u001b[49m\u001b[43mstop\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstop\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    719\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtemperature\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtemperature\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    720\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtool_choice\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtool_choice\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    721\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtool_prompt\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtool_prompt\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    722\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtools\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtools\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    723\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtop_logprobs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtop_logprobs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    724\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtop_p\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtop_p\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    725\u001b[0m \u001b[43m            \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    726\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    727\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    728\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    729\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m HTTPError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    730\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m e\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;129;01min\u001b[39;00m (\u001b[38;5;241m400\u001b[39m, \u001b[38;5;241m404\u001b[39m, \u001b[38;5;241m500\u001b[39m):\n\u001b[1;32m    731\u001b[0m         \u001b[38;5;66;03m# Let's consider the server is not a chat completion server.\u001b[39;00m\n\u001b[1;32m    732\u001b[0m         \u001b[38;5;66;03m# Then we call again `chat_completion` which will render the chat template client side.\u001b[39;00m\n\u001b[1;32m    733\u001b[0m         \u001b[38;5;66;03m# (can be HTTP 500, HTTP 400, HTTP 404 depending on the server)\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/huggingface_hub/inference/_client.py:259\u001b[0m, in \u001b[0;36mInferenceClient.post\u001b[0;34m(self, json, data, model, task, stream)\u001b[0m\n\u001b[1;32m    257\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m _open_as_binary(data) \u001b[38;5;28;01mas\u001b[39;00m data_as_binary:\n\u001b[1;32m    258\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 259\u001b[0m         response \u001b[38;5;241m=\u001b[39m \u001b[43mget_session\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpost\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    260\u001b[0m \u001b[43m            \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    261\u001b[0m \u001b[43m            \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    262\u001b[0m \u001b[43m            \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata_as_binary\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    263\u001b[0m \u001b[43m            \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    264\u001b[0m \u001b[43m            \u001b[49m\u001b[43mcookies\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcookies\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    265\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    266\u001b[0m \u001b[43m            \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    267\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    268\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTimeoutError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m error:\n\u001b[1;32m    269\u001b[0m         \u001b[38;5;66;03m# Convert any `TimeoutError` to a `InferenceTimeoutError`\u001b[39;00m\n\u001b[1;32m    270\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m InferenceTimeoutError(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInference call timed out: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00murl\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merror\u001b[39;00m  \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/requests/sessions.py:637\u001b[0m, in \u001b[0;36mSession.post\u001b[0;34m(self, url, data, json, **kwargs)\u001b[0m\n\u001b[1;32m    626\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpost\u001b[39m(\u001b[38;5;28mself\u001b[39m, url, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, json\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m    627\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"Sends a POST request. Returns :class:`Response` object.\u001b[39;00m\n\u001b[1;32m    628\u001b[0m \n\u001b[1;32m    629\u001b[0m \u001b[38;5;124;03m    :param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    634\u001b[0m \u001b[38;5;124;03m    :rtype: requests.Response\u001b[39;00m\n\u001b[1;32m    635\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 637\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mPOST\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/requests/sessions.py:589\u001b[0m, in \u001b[0;36mSession.request\u001b[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[1;32m    584\u001b[0m send_kwargs \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m    585\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout\u001b[39m\u001b[38;5;124m\"\u001b[39m: timeout,\n\u001b[1;32m    586\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m: allow_redirects,\n\u001b[1;32m    587\u001b[0m }\n\u001b[1;32m    588\u001b[0m send_kwargs\u001b[38;5;241m.\u001b[39mupdate(settings)\n\u001b[0;32m--> 589\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43msend_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    591\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/requests/sessions.py:703\u001b[0m, in \u001b[0;36mSession.send\u001b[0;34m(self, request, **kwargs)\u001b[0m\n\u001b[1;32m    700\u001b[0m start \u001b[38;5;241m=\u001b[39m preferred_clock()\n\u001b[1;32m    702\u001b[0m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43madapter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    705\u001b[0m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[1;32m    706\u001b[0m elapsed \u001b[38;5;241m=\u001b[39m preferred_clock() \u001b[38;5;241m-\u001b[39m start\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/huggingface_hub/utils/_http.py:66\u001b[0m, in \u001b[0;36mUniqueRequestIdAdapter.send\u001b[0;34m(self, request, *args, **kwargs)\u001b[0m\n\u001b[1;32m     64\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Catch any RequestException to append request id to the error message for debugging.\"\"\"\u001b[39;00m\n\u001b[1;32m     65\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 66\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     67\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m     68\u001b[0m     request_id \u001b[38;5;241m=\u001b[39m request\u001b[38;5;241m.\u001b[39mheaders\u001b[38;5;241m.\u001b[39mget(X_AMZN_TRACE_ID)\n",
-      "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/envs/sandbox/lib/python3.10/site-packages/requests/adapters.py:682\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[1;32m    667\u001b[0m     resp \u001b[38;5;241m=\u001b[39m conn\u001b[38;5;241m.\u001b[39murlopen(\n\u001b[1;32m    668\u001b[0m         method\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mmethod,\n\u001b[1;32m    669\u001b[0m         url\u001b[38;5;241m=\u001b[39murl,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    678\u001b[0m         chunked\u001b[38;5;241m=\u001b[39mchunked,\n\u001b[1;32m    679\u001b[0m     )\n\u001b[1;32m    681\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (ProtocolError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m--> 682\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(err, request\u001b[38;5;241m=\u001b[39mrequest)\n\u001b[1;32m    684\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m MaxRetryError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    685\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(e\u001b[38;5;241m.\u001b[39mreason, ConnectTimeoutError):\n\u001b[1;32m    686\u001b[0m         \u001b[38;5;66;03m# TODO: Remove this in 3.0.0: see #2811\u001b[39;00m\n",
-      "\u001b[0;31mConnectionError\u001b[0m: (ProtocolError('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')), '(Request ID: ad2f99b7-c210-442e-b484-a211d07ade7b)')"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "response = automatic_purpose_driven_chat_completion(system_prompt, translation_input, description_json)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 21,
    "id": "b0867efb-39ea-4f9a-b073-2a84261f3821",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "311"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "automatic_purpose_driven_tokens = response.usage.prompt_tokens\n",
     "automatic_purpose_driven_tokens"
@@ -637,12 +605,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 22,
    "id": "462ca84c-9ffd-4924-880d-e06b724caf02",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Here is the translated text from English to Arabic:\n",
+      "\n",
+      "{\"افتراضات متعلقة بالمحتوى\": \"يفترض النص أن القراء يفهمون مفهوم مجموعات أصحاب المصلحة وأولوياتهم المختلفة المحتملة فيما يتعلق بالقضايا البيئية والاجتماعية.\", \"الجمهور\": \"الجمهور المستهدف لهذا النص هو على الأرجح أفراد أو منظمات تعمل في مجالات الاستدامة أو الإيكولوجيا أو الرعاية الاجتماعية، بالإضافة إلى أصحاب المصلحة المهتمين بهذه المجالات.\", \"الغرض\": \"الغرض من هذا النص هو تسليط الضوء على الملاحظات التي أبديت حول النقاشات التي تنشأ عندما تحدد مجموعات أصحاب المصلحة رؤيتها، خاصة فيما يتعلق بالأولوية بين صحة النظام البيئي ورفاهية الإنسان، وكيف تؤثر هذه الأولوية على تقييمها للنتائج الإيكولوجية والاجتماعية المرجوة.\", \"الموضوع\": \"النقاشات حول أولويات النظام البيئي مقابل رفاهية الإنسان من قبل مجموعات أصحاب المصلحة\": \"لقد لاحظنا أنه عندما تعمل مجموعات أصحاب المصلحة على تحديد الرؤى، فإن ذلك يؤدي إلى نقاش حول ما إذا كان ينبغي التركيز على صحة النظام البيئي أو رفاهية الإنسان... إن أولوية النظم البيئية أو البشر تؤثر بشكل كبير على تقييم أصحاب المصلحة للوضع الاجتماعي والإيكولوجي المرغوب.\"}\n"
+     ]
+    }
+   ],
    "source": [
     "print(response.choices[0].message.content)"
    ]
@@ -657,7 +635,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 144,
+   "execution_count": 23,
    "id": "6fc55725-216f-45dd-9c6d-dae77e16d606",
    "metadata": {
     "tags": []
@@ -666,10 +644,10 @@
     {
      "data": {
       "text/plain": [
-       "CommitInfo(commit_url='https://huggingface.co/arabic-translation-prompt-engineering/atpe-notebooks/commit/f69e7220eb2f8a0e3e450d9b1dc81affd0ac5435', commit_message='Upload baseline.ipynb with huggingface_hub', commit_description='', oid='f69e7220eb2f8a0e3e450d9b1dc81affd0ac5435', pr_url=None, pr_revision=None, pr_num=None)"
+       "CommitInfo(commit_url='https://huggingface.co/arabic-translation-prompt-engineering/atpe-notebooks/commit/d112cc49a99a72106b75c3eae9be453264fb488d', commit_message='Upload baseline.ipynb with huggingface_hub', commit_description='', oid='d112cc49a99a72106b75c3eae9be453264fb488d', pr_url=None, pr_revision=None, pr_num=None)"
       ]
      },
-     "execution_count": 144,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }