|
26 | 26 | },
|
27 | 27 | {
|
28 | 28 | "cell_type": "code",
|
29 |
| - "execution_count": null, |
| 29 | + "execution_count": 1, |
30 | 30 | "metadata": {},
|
31 |
| - "outputs": [], |
| 31 | + "outputs": [ |
| 32 | + { |
| 33 | + "name": "stdout", |
| 34 | + "output_type": "stream", |
| 35 | + "text": [ |
| 36 | + "[198, 41, 20089, 374, 279, 18172, 11841, 505, 279, 8219, 323, 279, 7928, 304, 279, 25450, 744, 13, 1102, 374, 264, 6962, 14880, 449, 264, 3148, 832, 7716, 52949, 339, 430, 315, 279, 8219, 11, 719, 1403, 9976, 7561, 34902, 3115, 430, 315, 682, 279, 1023, 33975, 304, 279, 25450, 744, 11093, 13, 50789, 374, 832, 315, 279, 72021, 6302, 9621, 311, 279, 19557, 8071, 304, 279, 3814, 13180, 11, 323, 706, 1027, 3967, 311, 14154, 86569, 2533, 1603, 12715, 3925, 13, 1102, 374, 7086, 1306, 279, 13041, 10087, 50789, 8032, 777, 60, 3277, 19894, 505, 9420, 11, 50789, 649, 387, 10107, 3403, 369, 1202, 27000, 3177, 311, 6445, 9621, 35612, 17706, 508, 60, 323, 374, 389, 5578, 279, 4948, 1481, 1315, 478, 5933, 1665, 304, 279, 3814, 13180, 1306, 279, 17781, 323, 50076, 627]\n" |
| 37 | + ] |
| 38 | + }, |
| 39 | + { |
| 40 | + "data": { |
| 41 | + "text/plain": [ |
| 42 | + "[b'\\n',\n", |
| 43 | + " b'J',\n", |
| 44 | + " b'upiter',\n", |
| 45 | + " b' is',\n", |
| 46 | + " b' the',\n", |
| 47 | + " b' fifth',\n", |
| 48 | + " b' planet',\n", |
| 49 | + " b' from',\n", |
| 50 | + " b' the',\n", |
| 51 | + " b' Sun',\n", |
| 52 | + " b' and',\n", |
| 53 | + " b' the',\n", |
| 54 | + " b' largest',\n", |
| 55 | + " b' in',\n", |
| 56 | + " b' the',\n", |
| 57 | + " b' Solar',\n", |
| 58 | + " b' System',\n", |
| 59 | + " b'.',\n", |
| 60 | + " b' It',\n", |
| 61 | + " b' is',\n", |
| 62 | + " b' a',\n", |
| 63 | + " b' gas',\n", |
| 64 | + " b' giant',\n", |
| 65 | + " b' with',\n", |
| 66 | + " b' a',\n", |
| 67 | + " b' mass',\n", |
| 68 | + " b' one',\n", |
| 69 | + " b'-th',\n", |
| 70 | + " b'ousand',\n", |
| 71 | + " b'th',\n", |
| 72 | + " b' that',\n", |
| 73 | + " b' of',\n", |
| 74 | + " b' the',\n", |
| 75 | + " b' Sun',\n", |
| 76 | + " b',',\n", |
| 77 | + " b' but',\n", |
| 78 | + " b' two',\n", |
| 79 | + " b'-and',\n", |
| 80 | + " b'-a',\n", |
| 81 | + " b'-half',\n", |
| 82 | + " b' times',\n", |
| 83 | + " b' that',\n", |
| 84 | + " b' of',\n", |
| 85 | + " b' all',\n", |
| 86 | + " b' the',\n", |
| 87 | + " b' other',\n", |
| 88 | + " b' planets',\n", |
| 89 | + " b' in',\n", |
| 90 | + " b' the',\n", |
| 91 | + " b' Solar',\n", |
| 92 | + " b' System',\n", |
| 93 | + " b' combined',\n", |
| 94 | + " b'.',\n", |
| 95 | + " b' Jupiter',\n", |
| 96 | + " b' is',\n", |
| 97 | + " b' one',\n", |
| 98 | + " b' of',\n", |
| 99 | + " b' the',\n", |
| 100 | + " b' brightest',\n", |
| 101 | + " b' objects',\n", |
| 102 | + " b' visible',\n", |
| 103 | + " b' to',\n", |
| 104 | + " b' the',\n", |
| 105 | + " b' naked',\n", |
| 106 | + " b' eye',\n", |
| 107 | + " b' in',\n", |
| 108 | + " b' the',\n", |
| 109 | + " b' night',\n", |
| 110 | + " b' sky',\n", |
| 111 | + " b',',\n", |
| 112 | + " b' and',\n", |
| 113 | + " b' has',\n", |
| 114 | + " b' been',\n", |
| 115 | + " b' known',\n", |
| 116 | + " b' to',\n", |
| 117 | + " b' ancient',\n", |
| 118 | + " b' civilizations',\n", |
| 119 | + " b' since',\n", |
| 120 | + " b' before',\n", |
| 121 | + " b' recorded',\n", |
| 122 | + " b' history',\n", |
| 123 | + " b'.',\n", |
| 124 | + " b' It',\n", |
| 125 | + " b' is',\n", |
| 126 | + " b' named',\n", |
| 127 | + " b' after',\n", |
| 128 | + " b' the',\n", |
| 129 | + " b' Roman',\n", |
| 130 | + " b' god',\n", |
| 131 | + " b' Jupiter',\n", |
| 132 | + " b'.[',\n", |
| 133 | + " b'19',\n", |
| 134 | + " b']',\n", |
| 135 | + " b' When',\n", |
| 136 | + " b' viewed',\n", |
| 137 | + " b' from',\n", |
| 138 | + " b' Earth',\n", |
| 139 | + " b',',\n", |
| 140 | + " b' Jupiter',\n", |
| 141 | + " b' can',\n", |
| 142 | + " b' be',\n", |
| 143 | + " b' bright',\n", |
| 144 | + " b' enough',\n", |
| 145 | + " b' for',\n", |
| 146 | + " b' its',\n", |
| 147 | + " b' reflected',\n", |
| 148 | + " b' light',\n", |
| 149 | + " b' to',\n", |
| 150 | + " b' cast',\n", |
| 151 | + " b' visible',\n", |
| 152 | + " b' shadows',\n", |
| 153 | + " b',[',\n", |
| 154 | + " b'20',\n", |
| 155 | + " b']',\n", |
| 156 | + " b' and',\n", |
| 157 | + " b' is',\n", |
| 158 | + " b' on',\n", |
| 159 | + " b' average',\n", |
| 160 | + " b' the',\n", |
| 161 | + " b' third',\n", |
| 162 | + " b'-b',\n", |
| 163 | + " b'right',\n", |
| 164 | + " b'est',\n", |
| 165 | + " b' natural',\n", |
| 166 | + " b' object',\n", |
| 167 | + " b' in',\n", |
| 168 | + " b' the',\n", |
| 169 | + " b' night',\n", |
| 170 | + " b' sky',\n", |
| 171 | + " b' after',\n", |
| 172 | + " b' the',\n", |
| 173 | + " b' Moon',\n", |
| 174 | + " b' and',\n", |
| 175 | + " b' Venus',\n", |
| 176 | + " b'.\\n']" |
| 177 | + ] |
| 178 | + }, |
| 179 | + "execution_count": 1, |
| 180 | + "metadata": {}, |
| 181 | + "output_type": "execute_result" |
| 182 | + } |
| 183 | + ], |
32 | 184 | "source": [
|
33 | 185 | "# EXERCISE:\n",
|
34 | 186 | "# 1. Run the exercise as is first\n",
|
|
72 | 224 | },
|
73 | 225 | {
|
74 | 226 | "cell_type": "code",
|
75 |
| - "execution_count": null, |
| 227 | + "execution_count": 2, |
76 | 228 | "metadata": {},
|
77 |
| - "outputs": [], |
| 229 | + "outputs": [ |
| 230 | + { |
| 231 | + "name": "stdout", |
| 232 | + "output_type": "stream", |
| 233 | + "text": [ |
| 234 | + "By the dawn's early light,\n" |
| 235 | + ] |
| 236 | + } |
| 237 | + ], |
78 | 238 | "source": [
|
79 | 239 | "# The OpenAI SDK was updated on Nov 8, 2023 with new guidance for migration\n",
|
80 | 240 | "# See: https://github.com/openai/openai-python/discussions/742\n",
|
81 | 241 | "\n",
|
82 | 242 | "## Updated\n",
|
83 | 243 | "import os\n",
|
84 | 244 | "import openai\n",
|
85 |
| - "from openai import OpenAI\n", |
| 245 | + "from openai import AzureOpenAI\n", |
86 | 246 | "\n",
|
87 |
| - "client = OpenAI(\n", |
88 |
| - " api_key=os.environ['OPENAI_API_KEY'], # this is also the default, it can be omitted\n", |
89 |
| - ")\n", |
| 247 | + "client = AzureOpenAI(\n", |
| 248 | + " api_key=os.environ['AZURE_OPENAI_KEY'], # this is also the default, it can be omitted\n", |
| 249 | + " api_version = \"2023-05-15\",\n", |
| 250 | + " azure_endpoint = os.environ['AZURE_OPENAI_ENDPOINT']\n", |
| 251 | + " )\n", |
| 252 | + "\n", |
| 253 | + "deployment=os.environ['AZURE_OPENAI_DEPLOYMENT']\n", |
90 | 254 | "\n",
|
91 | 255 | "## Updated\n",
|
92 |
| - "def get_completion(prompt, model=\"gpt-3.5-turbo\"):\n", |
| 256 | + "def get_completion(prompt):\n", |
93 | 257 | " messages = [{\"role\": \"user\", \"content\": prompt}]\n",
|
94 |
| - " response = openai.chat.completions.create(\n", |
95 |
| - " model=model,\n", |
| 258 | + " response = client.chat.completions.create( \n", |
| 259 | + " model=deployment, \n", |
96 | 260 | " messages=messages,\n",
|
97 | 261 | " temperature=0, # this is the degree of randomness of the model's output\n",
|
98 | 262 | " max_tokens=1024\n",
|
|
126 | 290 | },
|
127 | 291 | {
|
128 | 292 | "cell_type": "code",
|
129 |
| - "execution_count": null, |
| 293 | + "execution_count": 3, |
130 | 294 | "metadata": {},
|
131 |
| - "outputs": [], |
| 295 | + "outputs": [ |
| 296 | + { |
| 297 | + "name": "stdout", |
| 298 | + "output_type": "stream", |
| 299 | + "text": [ |
| 300 | + "Title: The Martian War of 2076\n", |
| 301 | + "\n", |
| 302 | + "Grade Level: High School\n", |
| 303 | + "\n", |
| 304 | + "Objective: Students will be able to understand the causes, events, and consequences of the Martian War of 2076.\n", |
| 305 | + "\n", |
| 306 | + "Materials:\n", |
| 307 | + "- Textbook or online resources on the Martian War of 2076\n", |
| 308 | + "- Maps of Mars and Earth\n", |
| 309 | + "- Images and videos of Martian colonies and military equipment\n", |
| 310 | + "- Writing materials\n", |
| 311 | + "\n", |
| 312 | + "Procedure:\n", |
| 313 | + "\n", |
| 314 | + "Introduction (10 minutes)\n", |
| 315 | + "- Begin by asking students if they have heard of the Martian War of 2076 and what they know about it.\n", |
| 316 | + "- Explain that the Martian War of 2076 was a conflict between Earth and Mars that lasted for several years and had significant consequences for both planets.\n", |
| 317 | + "\n", |
| 318 | + "Causes of the War (20 minutes)\n", |
| 319 | + "- Provide students with background information on the causes of the Martian War of 2076, including the political, economic, and environmental factors that led to the conflict.\n", |
| 320 | + "- Ask students to discuss in small groups the causes of the war and how they might have been prevented.\n", |
| 321 | + "\n", |
| 322 | + "Events of the War (30 minutes)\n", |
| 323 | + "- Using maps and images, explain the major events of the Martian War of 2076, including the battles, strategies, and technologies used by both sides.\n", |
| 324 | + "- Ask students to create a timeline of the war and identify the key turning points.\n", |
| 325 | + "\n", |
| 326 | + "Consequences of the War (20 minutes)\n", |
| 327 | + "- Discuss the consequences of the Martian War of 2076, including the impact on the Martian colonies, the Earth's economy and environment, and the political relationships between the two planets.\n", |
| 328 | + "- Ask students to write a short essay on the consequences of the war and how they might have been avoided.\n", |
| 329 | + "\n", |
| 330 | + "Conclusion (10 minutes)\n", |
| 331 | + "- Summarize the key points of the lesson and ask students to reflect on what they have learned.\n", |
| 332 | + "- Encourage students to think about the lessons that can be learned from the Martian War of 2076 and how they might apply to current global issues.\n" |
| 333 | + ] |
| 334 | + } |
| 335 | + ], |
132 | 336 | "source": [
|
133 | 337 | "\n",
|
134 | 338 | "## Set the text for simple prompt or primary content\n",
|
|
159 | 363 | },
|
160 | 364 | {
|
161 | 365 | "cell_type": "code",
|
162 |
| - "execution_count": null, |
| 366 | + "execution_count": 4, |
163 | 367 | "metadata": {},
|
164 |
| - "outputs": [], |
| 368 | + "outputs": [ |
| 369 | + { |
| 370 | + "name": "stdout", |
| 371 | + "output_type": "stream", |
| 372 | + "text": [ |
| 373 | + "Jupiter is a really big planet that is fifth from the Sun. It is much bigger than all the other planets combined! People have known about Jupiter for a very long time because it is very bright in the night sky. It is named after a Roman god. When we look at Jupiter from Earth, it can be so bright that it makes shadows. It is usually the third-brightest thing we can see at night after the Moon and Venus.\n" |
| 374 | + ] |
| 375 | + } |
| 376 | + ], |
165 | 377 | "source": [
|
166 | 378 | "# Test Example\n",
|
167 | 379 | "# https://platform.openai.com/playground/p/default-summarize\n",
|
|
206 | 418 | },
|
207 | 419 | {
|
208 | 420 | "cell_type": "code",
|
209 |
| - "execution_count": null, |
| 421 | + "execution_count": 5, |
210 | 422 | "metadata": {},
|
211 |
| - "outputs": [], |
| 423 | + "outputs": [ |
| 424 | + { |
| 425 | + "name": "stdout", |
| 426 | + "output_type": "stream", |
| 427 | + "text": [ |
| 428 | + "Why don't you take a wild guess? It was played in the only place that could hold such a prestigious event in the middle of a global pandemic... a neutral site: Globe Life Field in Arlington, Texas.\n" |
| 429 | + ] |
| 430 | + } |
| 431 | + ], |
212 | 432 | "source": [
|
213 |
| - "response = openai.chat.completions.create(\n", |
214 |
| - " model=\"gpt-3.5-turbo\",\n", |
| 433 | + "response = client.chat.completions.create(\n", |
| 434 | + " model=deployment,\n", |
215 | 435 | " messages=[\n",
|
216 | 436 | " {\"role\": \"system\", \"content\": \"You are a sarcastic assistant.\"},\n",
|
217 | 437 | " {\"role\": \"user\", \"content\": \"Who won the world series in 2020?\"},\n",
|
|
0 commit comments