File size: 41,657 Bytes
b8b10fd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 |
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Create a Thread"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"from dotenv import load_dotenv\n",
"load_dotenv()\n",
"from literalai import LiteralClient\n",
"\n",
"literal_client = LiteralClient(api_key=os.getenv(\"LITERAL_API_KEY\"))\n",
"\n",
"thread = literal_client.api.upsert_thread(\n",
" id=\"b6d8486f-a6d9-4731-bfdd-be789613b1df\",\n",
" name=\"washing the dishes\",\n",
" participant_id=literal_client.api.get_user(identifier=\"Tom\").id,\n",
" metadata={\"partnerThreadId\": \"42d078c3-b8f0-43bc-96fb-97b4782c946d\"}\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'id': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'metadata': {'partnerThreadId': '42d078c3-b8f0-43bc-96fb-97b4782c946d'},\n",
" 'tags': None,\n",
" 'name': 'washing the dishes',\n",
" 'steps': [],\n",
" 'participant': {'id': '8ff8ee19-6671-4943-a382-52649ebeaaa5',\n",
" 'identifier': 'Tom'},\n",
" 'createdAt': '2024-07-10T17:17:24.106Z'}"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"thread.to_dict()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List thread"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'id': 'b6d8486f-a6d9-4731-bfdd-be789613b1df', 'metadata': {}, 'tags': None, 'name': 'washing the dishes', 'steps': [], 'participant': {'id': '8ff8ee19-6671-4943-a382-52649ebeaaa5', 'identifier': 'Tom'}, 'createdAt': '2024-07-10T17:17:24.106Z'}\n",
"{'id': '16b64356-bc5c-4259-97bb-b37455c0d8c2', 'metadata': {'id': '023ac87a-ce84-488c-8cdb-3812087c7360', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '2-1 Chat', 'steps': [], 'participant': {'id': '8ff8ee19-6671-4943-a382-52649ebeaaa5', 'identifier': 'Tom'}, 'createdAt': '2024-07-10T17:13:52.548Z'}\n",
"{'id': '42d078c3-b8f0-43bc-96fb-97b4782c946d', 'metadata': {'id': '4438e3fe-f10b-4f68-84d4-47420f5c6b13', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '2-1 Chat', 'steps': [], 'participant': {'id': 'e16487c4-5b66-4e22-94df-9d5b3be146f5', 'identifier': 'linda'}, 'createdAt': '2024-07-10T16:33:30.719Z'}\n",
"{'id': 'dca1c123-9d6a-486b-8646-76e3d2bb1278', 'metadata': {'id': '4e7e041f-c6bf-41d7-b2cc-ad84608315ad', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '2-1 Chat', 'steps': [], 'participant': {'id': 'e16487c4-5b66-4e22-94df-9d5b3be146f5', 'identifier': 'linda'}, 'createdAt': '2024-07-10T12:59:10.320Z'}\n",
"{'id': '4351636b-54c8-47dc-8d81-4bf7cc467249', 'metadata': {}, 'tags': None, 'name': 'Automatice thread:)', 'steps': [], 'participant': {}, 'createdAt': '2024-07-10T09:08:09.851Z'}\n",
"{'id': '6b843ad4-926b-4c88-9775-f71b77907c61', 'metadata': {'id': 'e590da0d-0cc6-401c-a9a5-ce3c7d844128', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'chat_settings': {}}, 'tags': None, 'name': '2-1 Chat', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-07-10T08:50:20.948Z'}\n",
"{'id': '4e900626-054d-4656-9bdd-0c71e5262192', 'metadata': {'id': 'f277a972-372d-4862-ae9f-05ba86d5bea7', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '1-1 Chat', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-07-10T08:40:40.817Z'}\n",
"{'id': '464692b6-5409-4876-af16-824b65e687a1', 'metadata': {}, 'tags': None, 'name': 'Automatice thread:)', 'steps': [], 'participant': {}, 'createdAt': '2024-07-03T14:31:22.155Z'}\n",
"{'id': '1a9ef338-6d83-45ec-90cf-dd2d8a13ead3', 'metadata': {}, 'tags': None, 'name': 'My first thread !', 'steps': [], 'participant': {}, 'createdAt': '2024-07-03T14:15:48.713Z'}\n",
"{'id': 'e1854f6b-d984-4a04-847f-fcd530b81b7c', 'metadata': {'id': '68ccee8f-4ee8-4974-b009-fa62c37d4d58', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': 'connect with your partner', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T14:12:27.040Z'}\n",
"{'id': '51a2df98-5bae-4ff0-a9f5-6e4d838455b7', 'metadata': {'id': 'edcc5cd8-ffa9-4b41-80af-4ae022873f67', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '1:1 chat', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T14:11:08.218Z'}\n",
"{'id': '5bd7e4d3-9515-4b85-a573-75d9084b00a5', 'metadata': {'id': '230ab52b-106a-4edd-86cb-e0024a9c614c', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': None, 'steps': [], 'participant': {}, 'createdAt': '2024-06-26T13:52:39.985Z'}\n",
"{'id': 'c59a0563-8f8e-49f3-9b0f-19862b903e32', 'metadata': {'id': '76b24675-6207-4dfc-b1d6-5c0187a40c54', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'chat_settings': {}}, 'tags': None, 'name': 'connect with your partner', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T13:50:12.546Z'}\n",
"{'id': '4ccf17f7-f8ad-417c-95e6-6c50d390c5b3', 'metadata': {'id': 'd3e07bc3-ac18-493d-9499-093dc43ada32', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': 'connect with your partner', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T13:48:48.542Z'}\n",
"{'id': 'f32f2a8e-5edc-4745-954b-a72f6136beb4', 'metadata': {'id': '06140593-f045-4eb8-9920-29e4d3b6aae9', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': 'connect with your partner', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T13:43:55.823Z'}\n",
"{'id': 'eb115f89-5ef1-42f6-993a-f5c0c1ebdb6a', 'metadata': {'id': '4f687bfe-416b-4358-b182-fe1bba6c8d76', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': '1:1 chat', 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-26T13:42:08.878Z'}\n",
"{'id': 'a049b457-218e-4682-a1f7-b584bec539bc', 'metadata': {'id': '84cddea9-3ee8-4e7e-8a58-be5cd609c1ab', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}, 'tags': None, 'name': \"I'm a software engineer, married to 34 year old woman. Her eyes are blue and she works full-time. She always complains about me not doing haushold chores \", 'steps': [], 'participant': {'id': '9ddc5de2-477d-489f-9e6b-27e4ce69ed9d', 'identifier': 'admin'}, 'createdAt': '2024-06-25T19:13:16.320Z'}\n"
]
}
],
"source": [
"import os\n",
"from dotenv import load_dotenv\n",
"load_dotenv()\n",
"from literalai import LiteralClient\n",
"\n",
"literal_client = LiteralClient(api_key=os.getenv(\"LITERAL_API_KEY\"))\n",
"\n",
"threads = literal_client.api.list_threads(first=None, after=None, before=None, order_by=None, filters=None)\n",
"\n",
"for thread in threads.data:\n",
" print(thread.to_dict())"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Automatice thread:)\n",
"My first thread !\n",
"connect with your partner\n",
"1:1 chat\n",
"None\n",
"connect with your partner\n",
"connect with your partner\n",
"connect with your partner\n",
"1:1 chat\n",
"I'm a software engineer, married to 34 year old woman. Her eyes are blue and she works full-time. She always complains about me not doing haushold chores \n"
]
}
],
"source": [
"for thread in threads.data:\n",
" print(thread.to_dict()['name'])"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"'id': e1854f6b-d984-4a04-847f-fcd530b81b7c\n",
"'name': connect with your partner\n",
"{'id': '68ccee8f-4ee8-4974-b009-fa62c37d4d58', 'env': '{}', 'user': None, 'memory': None, 'runnable': None, 'languages': 'en-US,en;q=0.9,es;q=0.8,ar;q=0.7', 'chat_profile': '', 'root_message': None, 'chat_settings': {}}\n",
"[]\n"
]
}
],
"source": [
"id = 2\n",
"print(\"'id': \" + threads.data[id].to_dict()['id'])\n",
"print(\"'name': \" + threads.data[id].to_dict()['name'])\n",
"print(threads.data[id].to_dict()['metadata'])\n",
"print(threads.data[id].to_dict()['steps'])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": []
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'id': '2319abcb-765a-4fab-90f4-d92218cc1f7f',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': None,\n",
" 'waitForAnswer': False,\n",
" 'disableFeedback': False},\n",
" 'parentId': None,\n",
" 'startTime': '2024-07-10T17:18:14.6',\n",
" 'endTime': '2024-07-10T17:18:14.6',\n",
" 'type': 'user_message',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': None,\n",
" 'output': {'content': 'What is the problem here Linda!!!'},\n",
" 'generation': None,\n",
" 'name': 'Tom',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': '04402299-cb7f-40b4-b1a4-ccae7216fd10',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': False,\n",
" 'waitForAnswer': None,\n",
" 'disableFeedback': True},\n",
" 'parentId': '2319abcb-765a-4fab-90f4-d92218cc1f7f',\n",
" 'startTime': '2024-07-10T17:18:14.661',\n",
" 'endTime': '2024-07-10T17:18:14.689',\n",
" 'type': 'run',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': {'content': '{\\n \"input\": \"\"\\n}'},\n",
" 'output': {'content': '[]'},\n",
" 'generation': None,\n",
" 'name': 'load_memory_variables',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': '2ced9228-3f70-4d45-9dbe-20d91f695435',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': False,\n",
" 'waitForAnswer': None,\n",
" 'disableFeedback': False},\n",
" 'parentId': '2319abcb-765a-4fab-90f4-d92218cc1f7f',\n",
" 'startTime': '2024-07-10T17:18:14.714',\n",
" 'endTime': '2024-07-10T17:18:15.66',\n",
" 'type': 'llm',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': {'content': '{\\n \"prompts\": [\\n \"System: \\\\nYou are HarmonyAI, an empathetic and insightful chatbot designed to help individuals resolve relationship issues. \\\\nYour goal is to listen carefully, provide thoughtful and constructive advice, and promote understanding \\\\nand communication between partners.\\\\n\\\\nWhen interacting with users, always:\\\\n Acknowledge their feelings and show empathy.\\\\n Ask clarifying questions to understand their situation better.\\\\n Suggest practical solutions and communication strategies.\\\\n Encourage appreciation and mutual respect.\\\\n Avoid taking sides or placing blame.\\\\n Keep your responses concise and natural, similar to a friendly conversation. \\\\n Aim for responses to be around 2-4 sentences long, providing clear and actionable advice without overwhelming the user.\\\\n\\\\nHere’s an example of how to structure your responses:\\\\n Greet the user and ask how you can help.\\\\n Listen to their concern and acknowledge their feelings.\\\\n Ask for more details to fully understand the issue.\\\\n Provide practical advice and encourage positive communication.\\\\n Conclude with a supportive message and an offer to help further if needed.\\\\n\\\\nAlways maintain a supportive and non-judgmental tone.\\\\nHuman: What is the problem here Linda!!!\"\\n ]\\n}'},\n",
" 'output': {'content': '{\\n \"role\": \"assistant\",\\n \"content\": \"It sounds like you\\'re feeling frustrated. I\\'m here to listen. Could you tell me more about what\\'s been happening with Linda that\\'s causing you concern?\"\\n}'},\n",
" 'generation': {'promptId': None,\n",
" 'provider': 'openai-chat',\n",
" 'model': 'gpt-3.5-turbo',\n",
" 'error': None,\n",
" 'settings': {'n': 1,\n",
" 'stop': None,\n",
" 'model': 'gpt-3.5-turbo',\n",
" 'stream': True,\n",
" 'streaming': True,\n",
" 'model_name': 'gpt-3.5-turbo',\n",
" 'max_retries': 2,\n",
" 'temperature': 0.7,\n",
" 'openai_proxy': ''},\n",
" 'variables': {'input': ''},\n",
" 'tags': None,\n",
" 'tools': None,\n",
" 'tokenCount': 255,\n",
" 'inputTokenCount': 223,\n",
" 'outputTokenCount': 32,\n",
" 'ttFirstToken': 656.6357612609863,\n",
" 'tokenThroughputInSeconds': 35.8559359429227,\n",
" 'duration': 0.9482390880584717,\n",
" 'messages': [{'role': 'system',\n",
" 'content': '\\nYou are HarmonyAI, an empathetic and insightful chatbot designed to help individuals resolve relationship issues. \\nYour goal is to listen carefully, provide thoughtful and constructive advice, and promote understanding \\nand communication between partners.\\n\\nWhen interacting with users, always:\\n Acknowledge their feelings and show empathy.\\n Ask clarifying questions to understand their situation better.\\n Suggest practical solutions and communication strategies.\\n Encourage appreciation and mutual respect.\\n Avoid taking sides or placing blame.\\n Keep your responses concise and natural, similar to a friendly conversation. \\n Aim for responses to be around 2-4 sentences long, providing clear and actionable advice without overwhelming the user.\\n\\nHere’s an example of how to structure your responses:\\n Greet the user and ask how you can help.\\n Listen to their concern and acknowledge their feelings.\\n Ask for more details to fully understand the issue.\\n Provide practical advice and encourage positive communication.\\n Conclude with a supportive message and an offer to help further if needed.\\n\\nAlways maintain a supportive and non-judgmental tone.'},\n",
" {'role': 'user', 'content': 'What is the problem here Linda!!!'}],\n",
" 'messageCompletion': {'role': 'assistant',\n",
" 'content': \"It sounds like you're feeling frustrated. I'm here to listen. Could you tell me more about what's been happening with Linda that's causing you concern?\"},\n",
" 'type': 'CHAT'},\n",
" 'name': 'ChatOpenAI',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': 'e4060a6c-d4ba-4e40-82b7-9bd6256f72a2',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': None,\n",
" 'waitForAnswer': False,\n",
" 'disableFeedback': False},\n",
" 'parentId': None,\n",
" 'startTime': '2024-07-10T17:18:15.692',\n",
" 'endTime': '2024-07-10T17:18:15.692',\n",
" 'type': 'assistant_message',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': None,\n",
" 'output': {'content': \"It sounds like you're feeling frustrated. I'm here to listen. Could you tell me more about what's been happening with Linda that's causing you concern?\"},\n",
" 'generation': None,\n",
" 'name': 'Assistant',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': '53406e4d-e43c-4e75-9d84-09fca024a4f7',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': None,\n",
" 'waitForAnswer': False,\n",
" 'disableFeedback': False},\n",
" 'parentId': None,\n",
" 'startTime': '2024-07-10T17:19:28.173',\n",
" 'endTime': '2024-07-10T17:19:28.173',\n",
" 'type': 'user_message',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': None,\n",
" 'output': {'content': 'she is complaining about household chores as usual'},\n",
" 'generation': None,\n",
" 'name': 'Tom',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': '5ad97a2f-ffb1-43ea-bae4-7fa4ea29767e',\n",
" 'metadata': {'isError': False,\n",
" 'language': 'text',\n",
" 'showInput': False,\n",
" 'waitForAnswer': None,\n",
" 'disableFeedback': True},\n",
" 'parentId': '53406e4d-e43c-4e75-9d84-09fca024a4f7',\n",
" 'startTime': '2024-07-10T17:19:28.229',\n",
" 'endTime': '2024-07-10T17:19:28.255',\n",
" 'type': 'run',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': {'content': '{\\n \"input\": \"\"\\n}'},\n",
" 'output': {'content': '[HumanMessage(content=\\'What is the problem here Linda!!!\\'), AIMessage(content=\"It sounds like you\\'re feeling frustrated. I\\'m here to listen. Could you tell me more about what\\'s been happening with Linda that\\'s causing you concern?\")]'},\n",
" 'generation': None,\n",
" 'name': 'load_memory_variables',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': '6735b7e6-e7b4-4a9c-8435-cf462a554d4c',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': False,\n",
" 'waitForAnswer': None,\n",
" 'disableFeedback': False},\n",
" 'parentId': '53406e4d-e43c-4e75-9d84-09fca024a4f7',\n",
" 'startTime': '2024-07-10T17:19:28.281',\n",
" 'endTime': '2024-07-10T17:19:29.302',\n",
" 'type': 'llm',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': {'content': '{\\n \"prompts\": [\\n \"System: \\\\nYou are HarmonyAI, an empathetic and insightful chatbot designed to help individuals resolve relationship issues. \\\\nYour goal is to listen carefully, provide thoughtful and constructive advice, and promote understanding \\\\nand communication between partners.\\\\n\\\\nWhen interacting with users, always:\\\\n Acknowledge their feelings and show empathy.\\\\n Ask clarifying questions to understand their situation better.\\\\n Suggest practical solutions and communication strategies.\\\\n Encourage appreciation and mutual respect.\\\\n Avoid taking sides or placing blame.\\\\n Keep your responses concise and natural, similar to a friendly conversation. \\\\n Aim for responses to be around 2-4 sentences long, providing clear and actionable advice without overwhelming the user.\\\\n\\\\nHere’s an example of how to structure your responses:\\\\n Greet the user and ask how you can help.\\\\n Listen to their concern and acknowledge their feelings.\\\\n Ask for more details to fully understand the issue.\\\\n Provide practical advice and encourage positive communication.\\\\n Conclude with a supportive message and an offer to help further if needed.\\\\n\\\\nAlways maintain a supportive and non-judgmental tone.\\\\nHuman: What is the problem here Linda!!!\\\\nAI: It sounds like you\\'re feeling frustrated. I\\'m here to listen. Could you tell me more about what\\'s been happening with Linda that\\'s causing you concern?\\\\nHuman: she is complaining about household chores as usual\"\\n ]\\n}'},\n",
" 'output': {'content': '{\\n \"role\": \"assistant\",\\n \"content\": \"I understand how that could be stressful. Have you both discussed how to divide household chores fairly? It might help to have a calm conversation to understand each other\\'s perspectives and find a solution that works for both of you.\"\\n}'},\n",
" 'generation': {'promptId': None,\n",
" 'provider': 'openai-chat',\n",
" 'model': 'gpt-3.5-turbo',\n",
" 'error': None,\n",
" 'settings': {'n': 1,\n",
" 'stop': None,\n",
" 'model': 'gpt-3.5-turbo',\n",
" 'stream': True,\n",
" 'streaming': True,\n",
" 'model_name': 'gpt-3.5-turbo',\n",
" 'max_retries': 2,\n",
" 'temperature': 0.7,\n",
" 'openai_proxy': ''},\n",
" 'variables': {'input': ''},\n",
" 'tags': None,\n",
" 'tools': None,\n",
" 'tokenCount': 307,\n",
" 'inputTokenCount': 263,\n",
" 'outputTokenCount': 44,\n",
" 'ttFirstToken': 450.09469985961914,\n",
" 'tokenThroughputInSeconds': 45.01046398075452,\n",
" 'duration': 1.021984577178955,\n",
" 'messages': [{'role': 'system',\n",
" 'content': '\\nYou are HarmonyAI, an empathetic and insightful chatbot designed to help individuals resolve relationship issues. \\nYour goal is to listen carefully, provide thoughtful and constructive advice, and promote understanding \\nand communication between partners.\\n\\nWhen interacting with users, always:\\n Acknowledge their feelings and show empathy.\\n Ask clarifying questions to understand their situation better.\\n Suggest practical solutions and communication strategies.\\n Encourage appreciation and mutual respect.\\n Avoid taking sides or placing blame.\\n Keep your responses concise and natural, similar to a friendly conversation. \\n Aim for responses to be around 2-4 sentences long, providing clear and actionable advice without overwhelming the user.\\n\\nHere’s an example of how to structure your responses:\\n Greet the user and ask how you can help.\\n Listen to their concern and acknowledge their feelings.\\n Ask for more details to fully understand the issue.\\n Provide practical advice and encourage positive communication.\\n Conclude with a supportive message and an offer to help further if needed.\\n\\nAlways maintain a supportive and non-judgmental tone.'},\n",
" {'role': 'user', 'content': 'What is the problem here Linda!!!'},\n",
" {'role': 'assistant',\n",
" 'content': \"It sounds like you're feeling frustrated. I'm here to listen. Could you tell me more about what's been happening with Linda that's causing you concern?\"},\n",
" {'role': 'user',\n",
" 'content': 'she is complaining about household chores as usual'}],\n",
" 'messageCompletion': {'role': 'assistant',\n",
" 'content': \"I understand how that could be stressful. Have you both discussed how to divide household chores fairly? It might help to have a calm conversation to understand each other's perspectives and find a solution that works for both of you.\"},\n",
" 'type': 'CHAT'},\n",
" 'name': 'ChatOpenAI',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []},\n",
" {'id': 'd5d60e60-a55f-4394-bb41-c6fb13c6bd2f',\n",
" 'metadata': {'isError': False,\n",
" 'language': None,\n",
" 'showInput': None,\n",
" 'waitForAnswer': False,\n",
" 'disableFeedback': False},\n",
" 'parentId': None,\n",
" 'startTime': '2024-07-10T17:19:29.321',\n",
" 'endTime': '2024-07-10T17:19:29.321',\n",
" 'type': 'assistant_message',\n",
" 'threadId': 'b6d8486f-a6d9-4731-bfdd-be789613b1df',\n",
" 'error': None,\n",
" 'input': None,\n",
" 'output': {'content': \"I understand how that could be stressful. Have you both discussed how to divide household chores fairly? It might help to have a calm conversation to understand each other's perspectives and find a solution that works for both of you.\"},\n",
" 'generation': None,\n",
" 'name': 'Assistant',\n",
" 'tags': None,\n",
" 'scores': [],\n",
" 'attachments': []}]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"from dotenv import load_dotenv\n",
"load_dotenv()\n",
"from literal_thread_manager import LiteralThreadManager\n",
"\n",
"literal_manager = LiteralThreadManager(api_key=os.getenv(\"LITERAL_API_KEY\"))\n",
"\n",
"thread_id = 'b6d8486f-a6d9-4731-bfdd-be789613b1df'\n",
"\n",
"thread = literal_manager.filter_thread_by_id(thread_id)\n",
"user_name = literal_manager.get_user_name_from_thread(thread)\n",
"literal_manager.get_messages_from_thread(thread)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Chat history for thread ID b6d8486f-a6d9-4731-bfdd-be789613b1df:\n",
"user - Tom: What is the problem here Linda!!!\n",
"assistant - HarmonyAI: It sounds like you're feeling frustrated. I'm here to listen. Could you tell me more about what's been happening with Linda that's causing you concern?\n",
"user - Tom: she is complaining about household chores as usual\n",
"assistant - HarmonyAI: I understand how that could be stressful. Have you both discussed how to divide household chores fairly? It might help to have a calm conversation to understand each other's perspectives and find a solution that works for both of you.\n"
]
}
],
"source": [
"chat = literal_manager.extract_chat_history_from_thread(thread)\n",
"print(f\"\\nChat history for thread ID {thread_id}:\")\n",
"for message in chat:\n",
" print(f\"{message['role']} - {message['name']}: {message['content']}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Conflict resolution"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"from openai import OpenAI\n",
"\n",
"class ResolutionLogic:\n",
" def __init__(self, thread_manager: LiteralThreadManager):\n",
" self.thread_manager = thread_manager\n",
"\n",
" def resolve_conflict(self, thread_id):\n",
"\n",
" # get other partner thread_id\n",
" other_partner_thread_id = self.thread_manager.get_other_partner_thread_id(thread_id)\n",
" # get both thread\n",
" thread_content = self.thread_manager.filter_thread_by_id(thread_id)\n",
" other_partner_thread_content = self.thread_manager.filter_thread_by_id(other_partner_thread_id)\n",
" # extract chat history from both threads\n",
" chat_history_partner1 = self.thread_manager.extract_chat_history_from_thread(thread_content)\n",
" chat_history_partner2 = self.thread_manager.extract_chat_history_from_thread(other_partner_thread_content)\n",
"\n",
" combined_chat = chat_history_partner1 + chat_history_partner2\n",
"\n",
" print(f\"Combined chat: {combined_chat}\")\n",
"\n",
" client = OpenAI(api_key=os.getenv(\"OPENAI_API_KEY\"))\n",
"\n",
" completion = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[\n",
" {\"role\": \"system\", \"content\": \"\"\"\n",
" You are an expert relationship counselor. \n",
" The user is providing various perspectives on a conflict within a relationship. \n",
" Your task is to analyze these perspectives and offer thoughtful, empathetic, and actionable advice \n",
" to help resolve the conflict. Consider the emotions and viewpoints of all parties involved and \n",
" suggest a resolution that promotes understanding, communication, and mutual respect.\n",
" \n",
" Please adress them both with their names, to make it more personal. \n",
" Try to avoid leaking information you got in the prompt.\n",
" \"\"\"},\n",
" *combined_chat\n",
" ]\n",
" )\n",
" return completion.choices[0].message.content"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Combined chat: [{'role': 'user', 'name': 'Tom', 'content': 'What is the problem here Linda!!!'}, {'role': 'assistant', 'name': 'HarmonyAI', 'content': \"It sounds like you're feeling frustrated. I'm here to listen. Could you tell me more about what's been happening with Linda that's causing you concern?\"}, {'role': 'user', 'name': 'Tom', 'content': 'she is complaining about household chores as usual'}, {'role': 'assistant', 'name': 'HarmonyAI', 'content': \"I understand how that could be stressful. Have you both discussed how to divide household chores fairly? It might help to have a calm conversation to understand each other's perspectives and find a solution that works for both of you.\"}, {'role': 'user', 'name': 'linda', 'content': 'I have a problem with my partner Tom. he is not helping me with the house hold chores'}, {'role': 'assistant', 'name': 'HarmonyAI', 'content': \"I'm sorry to hear that you're struggling with this issue. Have you spoken to Tom about how you're feeling and the importance of sharing the household responsibilities? What are his thoughts on the matter?\"}, {'role': 'user', 'name': 'linda', 'content': \"Yes, we I always mention that I'm the only one in this house washing the dishes and cleaning the floor. He replies by simply saying that he is super busy and it's normal for me to do these tasks \"}, {'role': 'assistant', 'name': 'HarmonyAI', 'content': \"I understand how frustrating that must be for you. It's important to have an open and honest conversation with Tom about how you both can divide the household chores more fairly. Maybe you can create a shared chore schedule that accommodates both of your schedules. It's essential to communicate your needs and listen to his perspective as well.\"}]\n"
]
},
{
"ename": "TypeError",
"evalue": "unsupported operand type(s) for +: 'dict' and 'list'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb Cell 13\u001b[0m line \u001b[0;36m5\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m resolution_logic \u001b[39m=\u001b[39m ResolutionLogic(literal_manager)\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m thread_id \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mb6d8486f-a6d9-4731-bfdd-be789613b1df\u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m----> <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m result \u001b[39m=\u001b[39m resolution_logic\u001b[39m.\u001b[39mresolve_conflict(thread_id)\n",
"\u001b[1;32m/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb Cell 13\u001b[0m line \u001b[0;36m2\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=19'>20</a>\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mCombined chat: \u001b[39m\u001b[39m{\u001b[39;00mcombined_chat\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=21'>22</a>\u001b[0m client \u001b[39m=\u001b[39m OpenAI(api_key\u001b[39m=\u001b[39mos\u001b[39m.\u001b[39mgetenv(\u001b[39m\"\u001b[39m\u001b[39mOPENAI_API_KEY\u001b[39m\u001b[39m\"\u001b[39m))\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=23'>24</a>\u001b[0m completion \u001b[39m=\u001b[39m client\u001b[39m.\u001b[39mchat\u001b[39m.\u001b[39mcompletions\u001b[39m.\u001b[39mcreate(\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=24'>25</a>\u001b[0m model\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mgpt-3.5-turbo\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=25'>26</a>\u001b[0m messages\u001b[39m=\u001b[39m[\n\u001b[0;32m---> <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=26'>27</a>\u001b[0m {\u001b[39m\"\u001b[39m\u001b[39mrole\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39m\"\u001b[39m\u001b[39msystem\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mcontent\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39m\"\"\"\u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=27'>28</a>\u001b[0m \u001b[39m You are an expert relationship counselor. \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=28'>29</a>\u001b[0m \u001b[39m The user is providing various perspectives on a conflict within a relationship. \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=29'>30</a>\u001b[0m \u001b[39m Your task is to analyze these perspectives and offer thoughtful, empathetic, and actionable advice \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=30'>31</a>\u001b[0m \u001b[39m to help resolve the conflict. Consider the emotions and viewpoints of all parties involved and \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=31'>32</a>\u001b[0m \u001b[39m suggest a resolution that promotes understanding, communication, and mutual respect.\u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=32'>33</a>\u001b[0m \u001b[39m \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=33'>34</a>\u001b[0m \u001b[39m Please adress them both with their names, to make it more personal. \u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=34'>35</a>\u001b[0m \u001b[39m Try to avoid leaking information you got in the prompt.\u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=35'>36</a>\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"\u001b[39m} \n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=36'>37</a>\u001b[0m \u001b[39m+\u001b[39m\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=37'>38</a>\u001b[0m combined_chat\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=38'>39</a>\u001b[0m ]\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=39'>40</a>\u001b[0m )\n\u001b[1;32m <a href='vscode-notebook-cell:/Users/mousamaxod/Documents/TUM/EmpatheticChatBot/empathetic_text_generation/ChattingBotMechanism/chainlit/literalai.ipynb#X14sZmlsZQ%3D%3D?line=40'>41</a>\u001b[0m \u001b[39mreturn\u001b[39;00m completion\u001b[39m.\u001b[39mchoices[\u001b[39m0\u001b[39m]\u001b[39m.\u001b[39mmessage\u001b[39m.\u001b[39mcontent\n",
"\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'dict' and 'list'"
]
}
],
"source": [
"resolution_logic = ResolutionLogic(literal_manager)\n",
"\n",
"thread_id = 'b6d8486f-a6d9-4731-bfdd-be789613b1df'\n",
"\n",
"result = resolution_logic.resolve_conflict(thread_id)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "NLP",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|