Path	Lines of Code
10-distillation/itinerary.ipynb	316
11-recommendation/app.py	10
11-recommendation/config.py	11
11-recommendation/helper_functions.py	359
11-recommendation/pages/page_1_semantic_search.py	81
11-recommendation/pages/page_2_explainable_recommendations.py	44
11-recommendation/upload-to-qdrant.py	100
2-assistants/0_setup.py	16
2-assistants/1_routines.py	26
2-assistants/2_tools.py	70
2-assistants/3_tools.py	54
2-assistants/4_tools.py	65
2-assistants/5_escalation.py	71
2-assistants/6_agents.py	81
2-assistants/7_orchestration.py	136
2-assistants/demo_util.py	75
3-4o_mini_fine_tuning/0_generate_eval_data.py	118
3-4o_mini_fine_tuning/1_eval_baseline.py	32
3-4o_mini_fine_tuning/2_fine_tuning.py	89
3-4o_mini_fine_tuning/3_eval_fine_tune.py	56
3-4o_mini_fine_tuning/py/assert_last_line_answer.py	17
4-mmrag_tooluse/config.py	1
4-mmrag_tooluse/database.py	19
4-mmrag_tooluse/ingest.py	155
4-mmrag_tooluse/mmrag_bh.py	447
4-mmrag_tooluse/schema_definitions.py	112
5-4o_fine_tuning/data_explorer.py	84
5-4o_fine_tuning/data_validator.py	142
5-4o_fine_tuning/eval.py	216
5-4o_fine_tuning/example.py	3
5-4o_fine_tuning/example_cot.py	3
5-4o_fine_tuning/reasoning.py	76
5-4o_fine_tuning/util.py	42
6-structured_outputs/node-example/app.js	40
6-structured_outputs/python-example/data/__init__.py	1
6-structured_outputs/python-example/main.py	31
6-structured_outputs/structured-outputs-assistant-final/app/api/assistant/get_products/route.ts	25
6-structured_outputs/structured-outputs-assistant-final/app/api/assistant/search_products/route.ts	21
6-structured_outputs/structured-outputs-assistant-final/app/api/assistant/turn_response/route.ts	34
6-structured_outputs/structured-outputs-assistant-final/app/api/db/init/route.ts	21
6-structured_outputs/structured-outputs-assistant-final/app/api/db/route.ts	18
6-structured_outputs/structured-outputs-assistant-final/app/globals.css	86
6-structured_outputs/structured-outputs-assistant-final/app/layout.tsx	23
6-structured_outputs/structured-outputs-assistant-final/app/page.tsx	8
6-structured_outputs/structured-outputs-assistant-final/components/assistant.tsx	118
6-structured_outputs/structured-outputs-assistant-final/components/cart.tsx	80
6-structured_outputs/structured-outputs-assistant-final/components/chat.tsx	116
6-structured_outputs/structured-outputs-assistant-final/components/main-view.tsx	26
6-structured_outputs/structured-outputs-assistant-final/components/message.css	24
6-structured_outputs/structured-outputs-assistant-final/components/message.tsx	66
6-structured_outputs/structured-outputs-assistant-final/components/tool-results.tsx	59
6-structured_outputs/structured-outputs-assistant-final/components/ui/badge.tsx	28
6-structured_outputs/structured-outputs-assistant-final/components/ui/breadcrumb.tsx	105
6-structured_outputs/structured-outputs-assistant-final/components/ui/button.tsx	46
6-structured_outputs/structured-outputs-assistant-final/components/ui/card.tsx	68
6-structured_outputs/structured-outputs-assistant-final/components/ui/chart.tsx	316
6-structured_outputs/structured-outputs-assistant-final/components/ui/checkbox.tsx	23
6-structured_outputs/structured-outputs-assistant-final/components/ui/drawer.tsx	89
6-structured_outputs/structured-outputs-assistant-final/components/ui/dropdown-menu.tsx	166
6-structured_outputs/structured-outputs-assistant-final/components/ui/input.tsx	15
6-structured_outputs/structured-outputs-assistant-final/components/ui/label.tsx	17
6-structured_outputs/structured-outputs-assistant-final/components/ui/select.tsx	136
6-structured_outputs/structured-outputs-assistant-final/components/ui/sheet.tsx	110
6-structured_outputs/structured-outputs-assistant-final/components/ui/spinner.css	104
6-structured_outputs/structured-outputs-assistant-final/components/ui/spinner.tsx	8
6-structured_outputs/structured-outputs-assistant-final/components/ui/table.tsx	100
6-structured_outputs/structured-outputs-assistant-final/components/ui/textarea.tsx	17
6-structured_outputs/structured-outputs-assistant-final/components/ui/toggle-group.tsx	48
6-structured_outputs/structured-outputs-assistant-final/components/ui/toggle.tsx	35
6-structured_outputs/structured-outputs-assistant-final/lib/assistant.ts	83
6-structured_outputs/structured-outputs-assistant-final/lib/components-mapping.tsx	148
6-structured_outputs/structured-outputs-assistant-final/lib/database.ts	195
6-structured_outputs/structured-outputs-assistant-final/lib/tools.ts	460
6-structured_outputs/structured-outputs-assistant-final/lib/utils.ts	5
6-structured_outputs/structured-outputs-assistant-final/next.config.mjs	7
6-structured_outputs/structured-outputs-assistant-final/postcss.config.mjs	7
6-structured_outputs/structured-outputs-assistant-final/prettier.config.cjs	33
6-structured_outputs/structured-outputs-assistant-final/tailwind.config.ts	62
6-structured_outputs/structured-outputs-assistant-starting-point/app/api/assistant/get_products/route.ts	25
6-structured_outputs/structured-outputs-assistant-starting-point/app/api/assistant/search_products/route.ts	21
6-structured_outputs/structured-outputs-assistant-starting-point/app/api/assistant/turn_response/route.ts	32
6-structured_outputs/structured-outputs-assistant-starting-point/app/api/db/init/route.ts	21
6-structured_outputs/structured-outputs-assistant-starting-point/app/api/db/route.ts	18
6-structured_outputs/structured-outputs-assistant-starting-point/app/globals.css	86
6-structured_outputs/structured-outputs-assistant-starting-point/app/layout.tsx	23
6-structured_outputs/structured-outputs-assistant-starting-point/app/page.tsx	8
6-structured_outputs/structured-outputs-assistant-starting-point/components/assistant.tsx	85
6-structured_outputs/structured-outputs-assistant-starting-point/components/cart.tsx	70
6-structured_outputs/structured-outputs-assistant-starting-point/components/chat.tsx	116
6-structured_outputs/structured-outputs-assistant-starting-point/components/main-view.tsx	26
6-structured_outputs/structured-outputs-assistant-starting-point/components/message.css	24
6-structured_outputs/structured-outputs-assistant-starting-point/components/message.tsx	66
6-structured_outputs/structured-outputs-assistant-starting-point/components/tool-results.tsx	39
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/badge.tsx	28
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/breadcrumb.tsx	105
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/button.tsx	46
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/card.tsx	68
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/chart.tsx	316
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/checkbox.tsx	23
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/drawer.tsx	89
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/dropdown-menu.tsx	166
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/input.tsx	15
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/label.tsx	17
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/select.tsx	136
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/sheet.tsx	110
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/spinner.css	104
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/spinner.tsx	8
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/table.tsx	100
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/textarea.tsx	17
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/toggle-group.tsx	48
6-structured_outputs/structured-outputs-assistant-starting-point/components/ui/toggle.tsx	35
6-structured_outputs/structured-outputs-assistant-starting-point/lib/assistant.ts	44
6-structured_outputs/structured-outputs-assistant-starting-point/lib/components-mapping.tsx	148
6-structured_outputs/structured-outputs-assistant-starting-point/lib/database.ts	195
6-structured_outputs/structured-outputs-assistant-starting-point/lib/tools.ts	290
6-structured_outputs/structured-outputs-assistant-starting-point/lib/utils.ts	5
6-structured_outputs/structured-outputs-assistant-starting-point/next.config.mjs	7
6-structured_outputs/structured-outputs-assistant-starting-point/postcss.config.mjs	7
6-structured_outputs/structured-outputs-assistant-starting-point/prettier.config.cjs	33
6-structured_outputs/structured-outputs-assistant-starting-point/tailwind.config.ts	62
6-structured_outputs/structured-outputs-math-tutor-final/app/api/math_responses/route.ts	61
6-structured_outputs/structured-outputs-math-tutor-final/app/globals.css	58
6-structured_outputs/structured-outputs-math-tutor-final/app/layout.tsx	27
6-structured_outputs/structured-outputs-math-tutor-final/app/page.tsx	63
6-structured_outputs/structured-outputs-math-tutor-final/components/problem-card.tsx	62
6-structured_outputs/structured-outputs-math-tutor-final/components/prompt-form.tsx	80
6-structured_outputs/structured-outputs-math-tutor-final/components/sidebar.tsx	19
6-structured_outputs/structured-outputs-math-tutor-final/components/solution.tsx	106
6-structured_outputs/structured-outputs-math-tutor-final/components/step.tsx	60
6-structured_outputs/structured-outputs-math-tutor-final/components/stepper.tsx	39
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/badge.tsx	33
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/confetti.tsx	22
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/icons.tsx	107
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/spinner.css	112
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/spinner.tsx	13
6-structured_outputs/structured-outputs-math-tutor-final/components/ui/warning.tsx	25
6-structured_outputs/structured-outputs-math-tutor-final/lib/actions.ts	39
6-structured_outputs/structured-outputs-math-tutor-final/lib/useSolution.ts	135
6-structured_outputs/structured-outputs-math-tutor-final/next.config.js	12
6-structured_outputs/structured-outputs-math-tutor-final/postcss.config.js	6
6-structured_outputs/structured-outputs-math-tutor-final/prettier.config.cjs	33
6-structured_outputs/structured-outputs-math-tutor-final/tailwind.config.ts	88
6-structured_outputs/structured-outputs-math-tutor-starting-point/app/api/math_responses/route.ts	61
6-structured_outputs/structured-outputs-math-tutor-starting-point/app/globals.css	58
6-structured_outputs/structured-outputs-math-tutor-starting-point/app/layout.tsx	27
6-structured_outputs/structured-outputs-math-tutor-starting-point/app/page.tsx	63
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/problem-card.tsx	62
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/prompt-form.tsx	80
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/sidebar.tsx	19
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/solution.tsx	106
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/step.tsx	60
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/stepper.tsx	39
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/badge.tsx	33
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/confetti.tsx	22
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/icons.tsx	107
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/spinner.css	112
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/spinner.tsx	13
6-structured_outputs/structured-outputs-math-tutor-starting-point/components/ui/warning.tsx	25
6-structured_outputs/structured-outputs-math-tutor-starting-point/lib/actions.ts	39
6-structured_outputs/structured-outputs-math-tutor-starting-point/lib/useSolution.ts	135
6-structured_outputs/structured-outputs-math-tutor-starting-point/next.config.js	12
6-structured_outputs/structured-outputs-math-tutor-starting-point/postcss.config.js	6
6-structured_outputs/structured-outputs-math-tutor-starting-point/prettier.config.cjs	33
6-structured_outputs/structured-outputs-math-tutor-starting-point/tailwind.config.ts	88
7-reasoning/flightCancellationPolicy/evalsAndPromptImprovements.ipynb	6338
7-reasoning/flightCancellationPolicy/functionDefinitions.py	591
7-reasoning/shipmentPlanning/backend/app.py	258
7-reasoning/shipmentPlanning/backend/functionDefinitions.py	288
7-reasoning/shipmentPlanning/frontend/public/index.html	20
7-reasoning/shipmentPlanning/frontend/src/App.css	64
7-reasoning/shipmentPlanning/frontend/src/App.js	264
7-reasoning/shipmentPlanning/frontend/src/ExecutionStream.js	203
7-reasoning/shipmentPlanning/frontend/src/PlanDisplay.js	245
7-reasoning/shipmentPlanning/frontend/src/ScenarioInput.js	47
7-reasoning/shipmentPlanning/frontend/src/index.css	12
7-reasoning/shipmentPlanning/frontend/src/index.js	15
7-reasoning/shipmentPlanning/frontend/src/reportWebVitals.js	12
7-reasoning/shipmentPlanning/frontend/src/setupTests.js	1
7-reasoning/shipmentPlanning/frontend/src/theme.js	47
8-evals/01_create_stanbot_draft_datasett.py	65
8-evals/03_create_summary_grader_dataset.py	64
8-evals/04_summary_grader_eval.py	52
8-evals/data/pfoo_eval_stanbot.yaml	1517
8-evals/data/pfoo_eval_summary_grader.yaml	252
8-evals/utils/constants.py	77
9-realtime/openai-realtime-console-example/public/index.html	28
9-realtime/openai-realtime-console-example/relay-server/index.js	14
9-realtime/openai-realtime-console-example/relay-server/lib/relay.js	69
9-realtime/openai-realtime-console-example/src/App.scss	5
9-realtime/openai-realtime-console-example/src/App.tsx	10
9-realtime/openai-realtime-console-example/src/components/Map.scss	9
9-realtime/openai-realtime-console-example/src/components/Map.tsx	26
9-realtime/openai-realtime-console-example/src/components/button/Button.scss	74
9-realtime/openai-realtime-console-example/src/components/button/Button.tsx	46
9-realtime/openai-realtime-console-example/src/components/toggle/Toggle.scss	47
9-realtime/openai-realtime-console-example/src/components/toggle/Toggle.tsx	60
9-realtime/openai-realtime-console-example/src/index.css	20
9-realtime/openai-realtime-console-example/src/index.tsx	14
9-realtime/openai-realtime-console-example/src/lib/wavtools/index.js	5
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/analysis/audio_analysis.js	158
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/analysis/constants.js	31
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_packer.js	57
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	481
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_stream_player.js	122
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/audio_processor.js	202
9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/stream_processor.js	92
9-realtime/openai-realtime-console-example/src/pages/ConsolePage.scss	274
9-realtime/openai-realtime-console-example/src/pages/ConsolePage.tsx	682
9-realtime/openai-realtime-console-example/src/reportWebVitals.ts	13
9-realtime/openai-realtime-console-example/src/setupTests.ts	1
9-realtime/openai-realtime-console-example/src/utils/conversation_config.js	6
9-realtime/openai-realtime-console-example/src/utils/wav_renderer.ts	98
9-realtime/realtime-from-scratch/app/globals.css	18
9-realtime/realtime-from-scratch/app/hooks/useAudioPlayer.ts	121
9-realtime/realtime-from-scratch/app/hooks/useMicrophone.ts	48
9-realtime/realtime-from-scratch/app/layout.tsx	32
9-realtime/realtime-from-scratch/app/page.tsx	74
9-realtime/realtime-from-scratch/next.config.ts	4
9-realtime/realtime-from-scratch/postcss.config.mjs	7
9-realtime/realtime-from-scratch/tailwind.config.ts	17