Spaces:
Running
Running
File size: 67,579 Bytes
1966e2b |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 |
{
"cells": [
{
"cell_type": "markdown",
"id": "ebeba428",
"metadata": {},
"source": [
"# ✅ RAG JuJutsu PoC (Notebook with Joblib, FAISS, ChatGPT API)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8bdfd3c8",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: ipywidgets==7.7.2 in /opt/anaconda3/lib/python3.11/site-packages (7.7.2)\n",
"Requirement already satisfied: ipykernel>=4.5.1 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (6.28.0)\n",
"Requirement already satisfied: ipython-genutils~=0.2.0 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (0.2.0)\n",
"Requirement already satisfied: traitlets>=4.3.1 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (5.7.1)\n",
"Requirement already satisfied: widgetsnbextension~=3.6.0 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (3.6.10)\n",
"Requirement already satisfied: ipython>=4.0.0 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (8.20.0)\n",
"Requirement already satisfied: jupyterlab-widgets<3,>=1.0.0 in /opt/anaconda3/lib/python3.11/site-packages (from ipywidgets==7.7.2) (1.1.11)\n",
"Requirement already satisfied: appnope in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (0.1.2)\n",
"Requirement already satisfied: comm>=0.1.1 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (0.1.2)\n",
"Requirement already satisfied: debugpy>=1.6.5 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (1.6.7)\n",
"Requirement already satisfied: jupyter-client>=6.1.12 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (8.6.0)\n",
"Requirement already satisfied: jupyter-core!=5.0.*,>=4.12 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (5.5.0)\n",
"Requirement already satisfied: matplotlib-inline>=0.1 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (0.1.6)\n",
"Requirement already satisfied: nest-asyncio in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (1.6.0)\n",
"Requirement already satisfied: packaging in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (23.2)\n",
"Requirement already satisfied: psutil in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (5.9.0)\n",
"Requirement already satisfied: pyzmq>=24 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (25.1.2)\n",
"Requirement already satisfied: tornado>=6.1 in /opt/anaconda3/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==7.7.2) (6.3.3)\n",
"Requirement already satisfied: decorator in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (5.1.1)\n",
"Requirement already satisfied: jedi>=0.16 in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (0.18.1)\n",
"Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (3.0.43)\n",
"Requirement already satisfied: pygments>=2.4.0 in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (2.15.1)\n",
"Requirement already satisfied: stack-data in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (0.2.0)\n",
"Requirement already satisfied: pexpect>4.3 in /opt/anaconda3/lib/python3.11/site-packages (from ipython>=4.0.0->ipywidgets==7.7.2) (4.8.0)\n",
"Requirement already satisfied: notebook>=4.4.1 in /opt/anaconda3/lib/python3.11/site-packages (from widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (7.3.2)\n",
"Requirement already satisfied: parso<0.9.0,>=0.8.0 in /opt/anaconda3/lib/python3.11/site-packages (from jedi>=0.16->ipython>=4.0.0->ipywidgets==7.7.2) (0.8.3)\n",
"Requirement already satisfied: python-dateutil>=2.8.2 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets==7.7.2) (2.9.0.post0)\n",
"Requirement already satisfied: platformdirs>=2.5 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-core!=5.0.*,>=4.12->ipykernel>=4.5.1->ipywidgets==7.7.2) (3.10.0)\n",
"Requirement already satisfied: jupyter-server<3,>=2.4.0 in /opt/anaconda3/lib/python3.11/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.10.0)\n",
"Requirement already satisfied: jupyterlab-server<3,>=2.27.1 in /opt/anaconda3/lib/python3.11/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.27.3)\n",
"Requirement already satisfied: jupyterlab<4.4,>=4.3.4 in /opt/anaconda3/lib/python3.11/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (4.3.4)\n",
"Requirement already satisfied: notebook-shim<0.3,>=0.2 in /opt/anaconda3/lib/python3.11/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.2.3)\n",
"Requirement already satisfied: ptyprocess>=0.5 in /opt/anaconda3/lib/python3.11/site-packages (from pexpect>4.3->ipython>=4.0.0->ipywidgets==7.7.2) (0.7.0)\n",
"Requirement already satisfied: wcwidth in /opt/anaconda3/lib/python3.11/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=4.0.0->ipywidgets==7.7.2) (0.2.5)\n",
"Requirement already satisfied: executing in /opt/anaconda3/lib/python3.11/site-packages (from stack-data->ipython>=4.0.0->ipywidgets==7.7.2) (0.8.3)\n",
"Requirement already satisfied: asttokens in /opt/anaconda3/lib/python3.11/site-packages (from stack-data->ipython>=4.0.0->ipywidgets==7.7.2) (2.0.5)\n",
"Requirement already satisfied: pure-eval in /opt/anaconda3/lib/python3.11/site-packages (from stack-data->ipython>=4.0.0->ipywidgets==7.7.2) (0.2.2)\n",
"Requirement already satisfied: anyio>=3.1.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (4.2.0)\n",
"Requirement already satisfied: argon2-cffi in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (21.3.0)\n",
"Requirement already satisfied: jinja2 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (3.1.3)\n",
"Requirement already satisfied: jupyter-events>=0.6.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.8.0)\n",
"Requirement already satisfied: jupyter-server-terminals in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.4.4)\n",
"Requirement already satisfied: nbconvert>=6.4.4 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (7.16.3)\n",
"Requirement already satisfied: nbformat>=5.3.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (5.9.2)\n",
"Requirement already satisfied: overrides in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (7.4.0)\n",
"Requirement already satisfied: prometheus-client in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.14.1)\n",
"Requirement already satisfied: send2trash>=1.8.2 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.8.2)\n",
"Requirement already satisfied: terminado>=0.8.3 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.17.1)\n",
"Requirement already satisfied: websocket-client in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.58.0)\n",
"Requirement already satisfied: async-lru>=1.0.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.0.4)\n",
"Requirement already satisfied: httpx>=0.25.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.26.0)\n",
"Requirement already satisfied: jupyter-lsp>=2.0.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.2.0)\n",
"Requirement already satisfied: setuptools>=40.8.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (68.2.2)\n",
"Requirement already satisfied: babel>=2.10 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.11.0)\n",
"Requirement already satisfied: json5>=0.9.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.9.6)\n",
"Requirement already satisfied: jsonschema>=4.18.0 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (4.19.2)\n",
"Requirement already satisfied: requests>=2.31 in /opt/anaconda3/lib/python3.11/site-packages (from jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.32.3)\n",
"Requirement already satisfied: six>=1.5 in /opt/anaconda3/lib/python3.11/site-packages (from python-dateutil>=2.8.2->jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets==7.7.2) (1.17.0)\n",
"Requirement already satisfied: idna>=2.8 in /opt/anaconda3/lib/python3.11/site-packages (from anyio>=3.1.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (3.4)\n",
"Requirement already satisfied: sniffio>=1.1 in /opt/anaconda3/lib/python3.11/site-packages (from anyio>=3.1.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.3.0)\n",
"Requirement already satisfied: pytz>=2015.7 in /opt/anaconda3/lib/python3.11/site-packages (from babel>=2.10->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2025.2)\n",
"Requirement already satisfied: certifi in /opt/anaconda3/lib/python3.11/site-packages (from httpx>=0.25.0->jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2025.1.31)\n",
"Requirement already satisfied: httpcore==1.* in /opt/anaconda3/lib/python3.11/site-packages (from httpx>=0.25.0->jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.0.2)\n",
"Requirement already satisfied: h11<0.15,>=0.13 in /opt/anaconda3/lib/python3.11/site-packages (from httpcore==1.*->httpx>=0.25.0->jupyterlab<4.4,>=4.3.4->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.14.0)\n",
"Requirement already satisfied: MarkupSafe>=2.0 in /opt/anaconda3/lib/python3.11/site-packages (from jinja2->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.1.3)\n",
"Requirement already satisfied: attrs>=22.2.0 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (23.1.0)\n",
"Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2023.7.1)\n",
"Requirement already satisfied: referencing>=0.28.4 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.30.2)\n",
"Requirement already satisfied: rpds-py>=0.7.1 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.10.6)\n",
"Requirement already satisfied: python-json-logger>=2.0.4 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.0.7)\n",
"Requirement already satisfied: pyyaml>=5.3 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (6.0.1)\n",
"Requirement already satisfied: rfc3339-validator in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.1.4)\n",
"Requirement already satisfied: rfc3986-validator>=0.1.1 in /opt/anaconda3/lib/python3.11/site-packages (from jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.1.1)\n",
"Requirement already satisfied: beautifulsoup4 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (4.12.2)\n",
"Requirement already satisfied: bleach!=5.0.0 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (4.1.0)\n",
"Requirement already satisfied: defusedxml in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.7.1)\n",
"Requirement already satisfied: jupyterlab-pygments in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.1.2)\n",
"Requirement already satisfied: mistune<4,>=2.0.3 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.0.4)\n",
"Requirement already satisfied: nbclient>=0.5.0 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.8.0)\n",
"Requirement already satisfied: pandocfilters>=1.4.1 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.5.0)\n",
"Requirement already satisfied: tinycss2 in /opt/anaconda3/lib/python3.11/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.2.1)\n",
"Requirement already satisfied: fastjsonschema in /opt/anaconda3/lib/python3.11/site-packages (from nbformat>=5.3.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.16.2)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /opt/anaconda3/lib/python3.11/site-packages (from requests>=2.31->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.0.4)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/anaconda3/lib/python3.11/site-packages (from requests>=2.31->jupyterlab-server<3,>=2.27.1->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.0.7)\n",
"Requirement already satisfied: argon2-cffi-bindings in /opt/anaconda3/lib/python3.11/site-packages (from argon2-cffi->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (21.2.0)\n",
"Requirement already satisfied: webencodings in /opt/anaconda3/lib/python3.11/site-packages (from bleach!=5.0.0->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (0.5.1)\n",
"Requirement already satisfied: fqdn in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.5.1)\n",
"Requirement already satisfied: isoduration in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (20.11.0)\n",
"Requirement already satisfied: jsonpointer>1.13 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.1)\n",
"Requirement already satisfied: uri-template in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.3.0)\n",
"Requirement already satisfied: webcolors>=1.11 in /opt/anaconda3/lib/python3.11/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (24.11.1)\n",
"Requirement already satisfied: cffi>=1.0.1 in /opt/anaconda3/lib/python3.11/site-packages (from argon2-cffi-bindings->argon2-cffi->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.16.0)\n",
"Requirement already satisfied: soupsieve>1.2 in /opt/anaconda3/lib/python3.11/site-packages (from beautifulsoup4->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.5)\n",
"Requirement already satisfied: pycparser in /opt/anaconda3/lib/python3.11/site-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (2.21)\n",
"Requirement already satisfied: arrow>=0.15.0 in /opt/anaconda3/lib/python3.11/site-packages (from isoduration->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.6.0->jupyter-server<3,>=2.4.0->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets==7.7.2) (1.2.3)\n",
"usage: jupyter [-h] [--version] [--config-dir] [--data-dir] [--runtime-dir]\n",
" [--paths] [--json] [--debug]\n",
" [subcommand]\n",
"\n",
"Jupyter: Interactive Computing\n",
"\n",
"positional arguments:\n",
" subcommand the subcommand to launch\n",
"\n",
"options:\n",
" -h, --help show this help message and exit\n",
" --version show the versions of core jupyter packages and exit\n",
" --config-dir show Jupyter config dir\n",
" --data-dir show Jupyter data dir\n",
" --runtime-dir show Jupyter runtime dir\n",
" --paths show all Jupyter paths. Add --json for machine-readable\n",
" format.\n",
" --json output paths as machine-readable json\n",
" --debug output debug information about paths\n",
"\n",
"Available subcommands: console dejavu events execute kernel kernelspec lab\n",
"labextension labhub migrate nbconvert notebook qtconsole run server\n",
"troubleshoot trust\n",
"\n",
"Jupyter command `jupyter-nbextension` not found.\n",
"\u001b[32m[I 2025-06-20 15:36:39.629 ServerApp]\u001b[m Package notebook took 0.0000s to import\n",
"\u001b[32m[I 2025-06-20 15:36:39.804 ServerApp]\u001b[m Package aext_assistant took 0.1753s to import\n",
"\u001b[32m[I 2025-06-20 15:36:39.805 ServerApp]\u001b[m Package aext_core took 0.0010s to import\n",
"\u001b[33m[W 2025-06-20 15:36:39.812 ServerApp]\u001b[m aext_panels | error adding extension (enabled: True): The module 'aext_panels' could not be found (cannot import name 'AuthConfig' from 'anaconda_cloud_auth.client' (/opt/anaconda3/lib/python3.11/site-packages/anaconda_cloud_auth/client.py)). Are you sure the extension is installed?\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/extension/manager.py\", line 321, in add_extension\n",
" extpkg = ExtensionPackage(name=extension_name, enabled=enabled)\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/extension/manager.py\", line 185, in __init__\n",
" self._load_metadata()\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/extension/manager.py\", line 200, in _load_metadata\n",
" raise ExtensionModuleNotFound(msg) from None\n",
" jupyter_server.extension.utils.ExtensionModuleNotFound: The module 'aext_panels' could not be found (cannot import name 'AuthConfig' from 'anaconda_cloud_auth.client' (/opt/anaconda3/lib/python3.11/site-packages/anaconda_cloud_auth/client.py)). Are you sure the extension is installed?\n",
"\u001b[32m[I 2025-06-20 15:36:39.814 ServerApp]\u001b[m Package aext_share_notebook took 0.0009s to import\n",
"\u001b[32m[I 2025-06-20 15:36:39.824 ServerApp]\u001b[m Package jupyter_lsp took 0.0104s to import\n",
"\u001b[33m[W 2025-06-20 15:36:39.824 ServerApp]\u001b[m A `_jupyter_server_extension_points` function was not found in jupyter_lsp. Instead, a `_jupyter_server_extension_paths` function was found and will be used for now. This function name will be deprecated in future releases of Jupyter Server.\n",
"\u001b[32m[I 2025-06-20 15:36:39.828 ServerApp]\u001b[m Package jupyter_server_terminals took 0.0042s to import\n",
"\u001b[32m[I 2025-06-20 15:36:39.829 ServerApp]\u001b[m Package jupyterlab took 0.0000s to import\n",
"\u001b[32m[I 2025-06-20 15:36:40.122 ServerApp]\u001b[m Package notebook_shim took 0.0000s to import\n",
"\u001b[33m[W 2025-06-20 15:36:40.122 ServerApp]\u001b[m A `_jupyter_server_extension_points` function was not found in notebook_shim. Instead, a `_jupyter_server_extension_paths` function was found and will be used for now. This function name will be deprecated in future releases of Jupyter Server.\n",
"\u001b[32m[I 2025-06-20 15:36:40.544 ServerApp]\u001b[m Package panel.io.jupyter_server_extension took 0.4215s to import\n",
"\u001b[32m[I 2025-06-20 15:36:40.544 ServerApp]\u001b[m aext_assistant | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.544 ServerApp]\u001b[m aext_core | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.545 ServerApp]\u001b[m aext_share_notebook | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.545 ServerApp]\u001b[m jupyter_lsp | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.546 ServerApp]\u001b[m jupyter_server_terminals | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.548 ServerApp]\u001b[m jupyterlab | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.549 ServerApp]\u001b[m notebook | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.712 ServerApp]\u001b[m notebook_shim | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.712 ServerApp]\u001b[m panel.io.jupyter_server_extension | extension was successfully linked.\n",
"\u001b[32m[I 2025-06-20 15:36:40.733 ServerApp]\u001b[m notebook_shim | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m Registered aext_assistant server extension\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m aext_assistant | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m Registered aext_core server extension\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m aext_core | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m Registered aext_share_notebook_server server extension\n",
"\u001b[32m[I 2025-06-20 15:36:40.734 ServerApp]\u001b[m aext_share_notebook | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.735 ServerApp]\u001b[m jupyter_lsp | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.736 ServerApp]\u001b[m jupyter_server_terminals | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.738 LabApp]\u001b[m JupyterLab extension loaded from /opt/anaconda3/lib/python3.11/site-packages/jupyterlab\n",
"\u001b[32m[I 2025-06-20 15:36:40.738 LabApp]\u001b[m JupyterLab application directory is /opt/anaconda3/share/jupyter/lab\n",
"\u001b[32m[I 2025-06-20 15:36:40.739 LabApp]\u001b[m Extension Manager is 'pypi'.\n",
"\u001b[32m[I 2025-06-20 15:36:40.755 ServerApp]\u001b[m jupyterlab | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.757 ServerApp]\u001b[m notebook | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.758 ServerApp]\u001b[m panel.io.jupyter_server_extension | extension was successfully loaded.\n",
"\u001b[32m[I 2025-06-20 15:36:40.759 ServerApp]\u001b[m The port 8888 is already in use, trying another port.\n",
"\u001b[32m[I 2025-06-20 15:36:40.759 ServerApp]\u001b[m The port 8889 is already in use, trying another port.\n",
"\u001b[32m[I 2025-06-20 15:36:40.759 ServerApp]\u001b[m The port 8890 is already in use, trying another port.\n",
"\u001b[32m[I 2025-06-20 15:36:40.760 ServerApp]\u001b[m Serving notebooks from local directory: /Users/ddiaz/Desktop/Proyectos_ImageMarker/JuJitsuPOC\n",
"\u001b[32m[I 2025-06-20 15:36:40.760 ServerApp]\u001b[m Jupyter Server 2.10.0 is running at:\n",
"\u001b[32m[I 2025-06-20 15:36:40.760 ServerApp]\u001b[m http://localhost:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
"\u001b[32m[I 2025-06-20 15:36:40.760 ServerApp]\u001b[m http://127.0.0.1:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
"\u001b[32m[I 2025-06-20 15:36:40.760 ServerApp]\u001b[m Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).\n",
"\u001b[35m[C 2025-06-20 15:36:40.762 ServerApp]\u001b[m \n",
" \n",
" To access the server, open this file in a browser:\n",
" file:///Users/ddiaz/Library/Jupyter/runtime/jpserver-74191-open.html\n",
" Or copy and paste one of these URLs:\n",
" http://localhost:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
" http://127.0.0.1:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
"\u001b[32m[I 2025-06-20 15:36:41.078 ServerApp]\u001b[m Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server\n",
"0.00s - Debugger warning: It seems that frozen modules are being used, which may\n",
"0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off\n",
"0.00s - to python to disable frozen modules.\n",
"0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.\n",
"\u001b[33m[W 2025-06-20 15:36:42.687 ServerApp]\u001b[m wrote error: 'Forbidden'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/aext_assistant_server/handlers.py\", line 117, in get\n",
" raise HTTPError(403, reason=\"missing nucleus_token\")\n",
" tornado.web.HTTPError: HTTP 403: missing nucleus_token\n",
"\u001b[33m[W 2025-06-20 15:36:42.689 ServerApp]\u001b[m 403 GET /aext_assistant_server/nucleus_token?1750455402620 (e1bb6698e462478ab1b1bdda87374748@::1) 3.10ms referer=http://localhost:8891/tree\n",
"\u001b[33m[W 2025-06-20 15:36:46.989 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455406980 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:46.990 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:36:46.998 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455406980 (e1bb6698e462478ab1b1bdda87374748@::1) 12.23ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:47.991 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:48.019 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 29.49ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:48.026 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455408020 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:48.026 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:36:48.027 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455408020 (e1bb6698e462478ab1b1bdda87374748@::1) 1.63ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:50.989 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455410980 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:50.989 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:36:50.992 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455410980 (e1bb6698e462478ab1b1bdda87374748@::1) 6.25ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:50.992 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:50.994 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 7.37ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:50.998 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455410995 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:50.998 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:36:50.999 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455410995 (e1bb6698e462478ab1b1bdda87374748@::1) 1.96ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:51.990 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:51.992 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 3.70ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:51.997 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455411993 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:51.997 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:36:52.000 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455411993 (e1bb6698e462478ab1b1bdda87374748@::1) 3.70ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:52.991 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:52.992 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 3.42ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:52.998 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455412993 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:52.998 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:36:53.000 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455412993 (e1bb6698e462478ab1b1bdda87374748@::1) 3.60ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:57.986 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:57.988 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 2.83ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:57.991 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455417989 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:36:57.991 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:36:57.992 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455417989 (e1bb6698e462478ab1b1bdda87374748@::1) 1.93ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:36:58.994 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:58.996 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 3.84ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:36:59.002 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455418997 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:36:59.002 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:36:59.004 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455418997 (e1bb6698e462478ab1b1bdda87374748@::1) 2.38ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:37:01.992 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:01.994 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 3.18ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:37:01.998 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455421995 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:01.999 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:37:02.000 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455421995 (e1bb6698e462478ab1b1bdda87374748@::1) 3.65ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:37:04.002 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:04.005 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 4.70ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:37:04.010 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455424007 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:04.011 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:37:04.012 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455424007 (e1bb6698e462478ab1b1bdda87374748@::1) 2.51ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:37:13.014 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:37:13.016 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 4.59ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:37:13.024 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455433018 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:37:13.024 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:37:13.026 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455433018 (e1bb6698e462478ab1b1bdda87374748@::1) 3.66ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:37:28.064 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:37:28.066 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 4.62ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:37:28.073 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455448068 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:37:28.073 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:37:28.075 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455448068 (e1bb6698e462478ab1b1bdda87374748@::1) 3.14ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:37:40.108 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:40.111 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf/channels?session_id=63a22fbe-d2d9-4ed1-b322-a3cecb79555a (e1bb6698e462478ab1b1bdda87374748@::1) 3.90ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:37:40.118 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455460113 (::1): Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf\n",
"\u001b[33m[W 2025-06-20 15:37:40.118 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 7bbdf51a-7ef3-4011-a075-14e70db1f6bf)\n",
"\u001b[33m[W 2025-06-20 15:37:40.120 ServerApp]\u001b[m 404 GET /api/kernels/7bbdf51a-7ef3-4011-a075-14e70db1f6bf?1750455460113 (e1bb6698e462478ab1b1bdda87374748@::1) 2.96ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_openai_gpt35_ready.ipynb?\n",
"\u001b[33m[W 2025-06-20 15:38:08.988 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:38:08.989 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa/channels?session_id=b956cf22-30ff-4115-a9c3-10439728645b (e1bb6698e462478ab1b1bdda87374748@::1) 1.60ms referer=None\n",
"\u001b[33m[W 2025-06-20 15:38:08.992 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455488990 (::1): Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa\n",
"\u001b[33m[W 2025-06-20 15:38:08.992 ServerApp]\u001b[m wrote error: 'Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa'\n",
" Traceback (most recent call last):\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/tornado/web.py\", line 1786, in _execute\n",
" result = await result\n",
" ^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/handlers.py\", line 75, in get\n",
" model = await ensure_async(km.kernel_model(kernel_id))\n",
" ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 500, in kernel_model\n",
" self._check_kernel_id(kernel_id)\n",
" File \"/opt/anaconda3/lib/python3.11/site-packages/jupyter_server/services/kernels/kernelmanager.py\", line 531, in _check_kernel_id\n",
" raise web.HTTPError(404, \"Kernel does not exist: %s\" % kernel_id)\n",
" tornado.web.HTTPError: HTTP 404: Not Found (Kernel does not exist: 506aad0a-4f83-4a48-b055-a123e7f186aa)\n",
"\u001b[33m[W 2025-06-20 15:38:08.992 ServerApp]\u001b[m 404 GET /api/kernels/506aad0a-4f83-4a48-b055-a123e7f186aa?1750455488990 (e1bb6698e462478ab1b1bdda87374748@::1) 1.43ms referer=http://localhost:8891/notebooks/Desktop/Proyectos_ImageMarker/POC-JuJitsu/rag_jujutsu_poc_joblib.ipynb?\n",
"^C\n",
"\u001b[32m[I 2025-06-20 15:39:52.966 ServerApp]\u001b[m interrupted\n",
"\u001b[32m[I 2025-06-20 15:39:52.966 ServerApp]\u001b[m Serving notebooks from local directory: /Users/ddiaz/Desktop/Proyectos_ImageMarker/JuJitsuPOC\n",
" 0 active kernels\n",
" Jupyter Server 2.10.0 is running at:\n",
" http://localhost:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
" http://127.0.0.1:8891/tree?token=53dae3fcd0d912651e64cf45e29de3d9920a8fdccf3339e8\n",
"Shutdown this Jupyter server (y/[n])? \u001b[32m[I 2025-06-20 15:39:52.966 ServerApp]\u001b[m resuming operation...\n"
]
}
],
"source": [
"\n",
"!pip install --quiet openai langchain faiss-cpu PyPDF2 sentence-transformers joblib\n",
"!pip install ipywidgets==7.7.2\n",
"!jupyter nbextension enable --py widgetsnbextension\n",
"!jupyter notebook\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "49ee7721",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loaded 329 chunks\n"
]
}
],
"source": [
"from PyPDF2 import PdfReader\n",
"from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
"\n",
"def load_pdf_chunks(pdf_path):\n",
" reader = PdfReader(pdf_path)\n",
" raw_text = \"\"\n",
" for page in reader.pages:\n",
" raw_text += page.extract_text() + \"\\n\"\n",
"\n",
" splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=50)\n",
" return splitter.split_text(raw_text)\n",
"\n",
"chunks = load_pdf_chunks(\"JuJutsu-Contexto-Significado-Conexiones-Historia.pdf\")\n",
"print(f\"Loaded {len(chunks)} chunks\")\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "8109b626-0179-43e2-b924-65afe9af1e4e",
"metadata": {},
"outputs": [],
"source": [
"import openai"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "371c637e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"✅ Chunks and FAISS index serialized to rag_model.joblib\n"
]
}
],
"source": [
"import faiss\n",
"import numpy as np\n",
"import joblib\n",
"from openai import OpenAI\n",
"\n",
"import os\n",
"\n",
"import openai\n",
"from openai import OpenAI\n",
"os.environ[\"OPENAI_API_KEY\"] = \"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\"\n",
"\n",
"client = OpenAI()\n",
"# 2. Define embedding function\n",
"def get_openai_embeddings(texts, batch_size=20):\n",
" all_embeddings = []\n",
" for i in range(0, len(texts), batch_size):\n",
" batch = texts[i:i + batch_size]\n",
" try:\n",
" response = client.embeddings.create(\n",
" model=\"text-embedding-3-small\",\n",
" input=batch\n",
" )\n",
" batch_embeddings = [e.embedding for e in response.data]\n",
" all_embeddings.extend(batch_embeddings)\n",
" except Exception as e:\n",
" print(f\"⚠️ Failed on batch {i}-{i+batch_size}: {e}\")\n",
" return np.array(all_embeddings)\n",
"\n",
"# 3. Get embeddings from your loaded `chunks` (make sure chunks is defined)\n",
"embeddings = get_openai_embeddings(chunks)\n",
"\n",
"# 4. Build FAISS index\n",
"index = faiss.IndexFlatL2(embeddings.shape[1])\n",
"index.add(embeddings)\n",
"\n",
"# 5. Serialize chunks and index (no need to save model)\n",
"joblib.dump((chunks, index), \"rag_model.joblib\")\n",
"print(\"✅ Chunks and FAISS index serialized to rag_model.joblib\")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "28ce4963",
"metadata": {},
"outputs": [],
"source": [
"\n",
"import joblib\n",
"chunks, index = joblib.load(\"rag_model.joblib\")\n",
"print(\"Chunks and index loaded from rag_model.joblib\")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "51a89e77",
"metadata": {},
"outputs": [],
"source": [
"\n",
"def search(query, k=3):\n",
" response = openai.Embedding.create(\n",
" model=\"text-embedding-3-small\",\n",
" input=query\n",
" )\n",
" query_vec = np.array([response['data'][0]['embedding']])\n",
" scores, indices = index.search(query_vec, k)\n",
" return [chunks[i] for i in indices[0]]\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "34315775",
"metadata": {},
"outputs": [],
"source": [
"\n",
"import os\n",
"import openai\n",
"from openai import OpenAI\n",
"\n",
"os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"OPENAI_API_KEY\")\n",
"client = OpenAI()\n",
"\n",
"def chat_no_rag(question):\n",
" response = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[\n",
" {\"role\": \"user\", \"content\": question}\n",
" ],\n",
" temperature=0.5,\n",
" max_tokens=200,\n",
" )\n",
" return response.choices[0].message.content\n",
"\n",
"def chat_with_rag(question, retrieved_chunks):\n",
" context = \"\\n\".join(retrieved_chunks)\n",
" prompt = f\"Usa el siguiente contexto para responder la pregunta:\\n\\n{context}\\n\\nPregunta: {question}\"\n",
"\n",
" response = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[\n",
" {\"role\": \"user\", \"content\": prompt}\n",
" ],\n",
" temperature=0.3,\n",
" max_tokens=200,\n",
" )\n",
" return response.choices[0].message.content\n",
"\n",
"def chat_with_rag_enhanced(question, retrieved_chunks):\n",
" context = \"\\n\".join(retrieved_chunks)\n",
" prompt = (\n",
" \"Eres un experto en historia marcial. \"\n",
" \"Usa el siguiente contexto histórico para responder con precisión y detalle.\\n\\n\"\n",
" f\"Contexto:\\n{context}\\n\\n\"\n",
" f\"Pregunta: {question}\\nRespuesta:\"\n",
" )\n",
"\n",
" response = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[\n",
" {\"role\": \"user\", \"content\": prompt}\n",
" ],\n",
" temperature=0.2,\n",
" max_tokens=200,\n",
" )\n",
" return response.choices[0].message.content\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "900dfdfa",
"metadata": {},
"outputs": [],
"source": [
"\n",
"# Example query\n",
"query = \"¿Cuál es el origen del JuJutsu en Japón?\"\n",
"retrieved = search(query)\n",
"\n",
"print(\"🔹 Sin RAG:\")\n",
"print(chat_no_rag(query))\n",
"\n",
"print(\"\\n🔹 Con RAG:\")\n",
"print(chat_with_rag(query, retrieved))\n",
"\n",
"print(\"\\n🔹 Con RAG + Prompt mejorado:\")\n",
"print(chat_with_rag_enhanced(query, retrieved))\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|