anthropics / anthropic-cookbook

Duplication

Places in code with 6 or more lines that are exactly the same.

Longest Duplicates

The list of 50 longest duplicates.

See data for all 7,348 duplicates...

Size	#	Folders	Files	Lines	Code
54	x 2	misc misc	generate_test_cases.ipynb generate_test_cases.ipynb	570:623 (7%) 678:731 (7%)	view
41	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	175:215 (4%) 679:719 (4%)	view
38	x 2	skills/retrieval_augmented_generation/evaluation skills/retrieval_augmented_generation/evaluation	vectordb.py vectordb.py	45:88 (26%) 129:172 (26%)	view
31	x 2	misc misc	generate_test_cases.ipynb generate_test_cases.ipynb	435:465 (4%) 570:600 (4%)	view
31	x 2	misc misc	generate_test_cases.ipynb generate_test_cases.ipynb	435:465 (4%) 678:708 (4%)	view
25	x 2	tool_use tool_use	calculator_tool.ipynb customer_service_agent.ipynb	253:277 (9%) 373:397 (6%)	view
25	x 2	misc misc	building_evals.ipynb how_to_make_sql_queries.ipynb	379:403 (6%) 232:256 (9%)	view
25	x 2	skills/retrieval_augmented_generation/evaluation skills/retrieval_augmented_generation/evaluation	prompts.py provider_retrieval.py	110:145 (27%) 71:106 (29%)	view
25	x 2	patterns/agents patterns/agents	evaluator_optimizer.ipynb orchestrator_workers.ipynb	281:305 (8%) 260:284 (8%)	view
25	x 2	misc patterns/agents	batch_processing.ipynb evaluator_optimizer.ipynb	436:460 (5%) 281:305 (8%)	view
25	x 2	misc patterns/agents	batch_processing.ipynb orchestrator_workers.ipynb	436:460 (5%) 260:284 (8%)	view
23	x 2	misc misc	generate_test_cases.ipynb prompt_caching.ipynb	746:768 (2%) 512:534 (4%)	view
23	x 2	misc misc	prompt_caching.ipynb prompt_caching.ipynb	161:183 (4%) 231:253 (4%)	view
23	x 2	misc tool_use	using_citations.ipynb parallel_tools_claude_3_7_sonnet.ipynb	892:914 (2%) 326:348 (6%)	view
22	x 2	misc misc	generate_test_cases.ipynb generate_test_cases.ipynb	466:487 (2%) 602:623 (2%)	view
22	x 2	misc misc	generate_test_cases.ipynb generate_test_cases.ipynb	466:487 (2%) 710:731 (2%)	view
22	x 2	tool_use tool_use	calculator_tool.ipynb customer_service_agent.ipynb	9:30 (7%) 10:31 (5%)	view
19	x 2	misc tool_use	batch_processing.ipynb parallel_tools_claude_3_7_sonnet.ipynb	436:454 (4%) 326:344 (5%)	view
19	x 2	finetuning patterns/agents	finetuning_on_bedrock.ipynb evaluator_optimizer.ipynb	246:264 (7%) 287:305 (6%)	view
19	x 2	misc misc	batch_processing.ipynb using_citations.ipynb	436:454 (4%) 892:910 (2%)	view
19	x 2	skills/classification/evaluation skills/retrieval_augmented_generation/evaluation	vectordb.py vectordb.py	48:70 (32%) 45:67 (13%)	view
19	x 2	finetuning misc	finetuning_on_bedrock.ipynb batch_processing.ipynb	246:264 (7%) 442:460 (4%)	view
19	x 2	misc patterns/agents	using_citations.ipynb orchestrator_workers.ipynb	892:910 (2%) 260:278 (6%)	view
19	x 2	tool_use tool_use	parallel_tools_claude_3_7_sonnet.ipynb tool_choice.ipynb	326:344 (5%) 702:720 (2%)	view
19	x 2	finetuning patterns/agents	finetuning_on_bedrock.ipynb orchestrator_workers.ipynb	246:264 (7%) 266:284 (6%)	view
19	x 2	patterns/agents tool_use	orchestrator_workers.ipynb parallel_tools_claude_3_7_sonnet.ipynb	260:278 (6%) 326:344 (5%)	view
19	x 2	patterns/agents tool_use	evaluator_optimizer.ipynb parallel_tools_claude_3_7_sonnet.ipynb	281:299 (6%) 326:344 (5%)	view
19	x 2	misc multimodal	building_evals.ipynb reading_charts_graphs_powerpoints.ipynb	383:401 (4%) 482:500 (3%)	view
19	x 2	misc multimodal	how_to_make_sql_queries.ipynb reading_charts_graphs_powerpoints.ipynb	236:254 (7%) 482:500 (3%)	view
19	x 2	misc tool_use	using_citations.ipynb tool_choice.ipynb	892:910 (2%) 702:720 (2%)	view
19	x 2	skills/classification/evaluation skills/retrieval_augmented_generation/evaluation	vectordb.py vectordb.py	48:70 (32%) 129:151 (13%)	view
19	x 2	misc patterns/agents	using_citations.ipynb evaluator_optimizer.ipynb	892:910 (2%) 281:299 (6%)	view
19	x 2	patterns/agents tool_use	evaluator_optimizer.ipynb tool_choice.ipynb	281:299 (6%) 702:720 (2%)	view
19	x 2	misc misc	building_evals.ipynb read_web_pages_with_haiku.ipynb	385:403 (4%) 132:150 (12%)	view
19	x 2	misc misc	how_to_make_sql_queries.ipynb read_web_pages_with_haiku.ipynb	238:256 (7%) 132:150 (12%)	view
19	x 2	misc tool_use	batch_processing.ipynb tool_choice.ipynb	436:454 (4%) 702:720 (2%)	view
19	x 2	patterns/agents tool_use	orchestrator_workers.ipynb tool_choice.ipynb	260:278 (6%) 702:720 (2%)	view
19	x 2	misc misc	building_moderation_filter.ipynb how_to_enable_json_mode.ipynb	330:348 (5%) 508:526 (3%)	view
19	x 2	finetuning misc	finetuning_on_bedrock.ipynb how_to_make_sql_queries.ipynb	240:258 (7%) 232:250 (7%)	view
19	x 2	finetuning misc	finetuning_on_bedrock.ipynb building_evals.ipynb	240:258 (7%) 379:397 (4%)	view
17	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	115:131 (1%) 307:323 (1%)	view
17	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	115:131 (1%) 633:649 (1%)	view
17	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	188:204 (1%) 443:459 (1%)	view
17	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	307:323 (1%) 633:649 (1%)	view
17	x 2	misc misc	building_evals.ipynb how_to_enable_json_mode.ipynb	385:401 (4%) 514:530 (3%)	view
17	x 2	extended_thinking extended_thinking	extended_thinking_with_tool_use.ipynb extended_thinking_with_tool_use.ipynb	443:459 (1%) 692:708 (1%)	view
17	x 2	misc multimodal	read_web_pages_with_haiku.ipynb reading_charts_graphs_powerpoints.ipynb	132:148 (11%) 484:500 (3%)	view
17	x 2	misc multimodal	how_to_enable_json_mode.ipynb reading_charts_graphs_powerpoints.ipynb	514:530 (3%) 484:500 (3%)	view
17	x 2	misc misc	how_to_enable_json_mode.ipynb read_web_pages_with_haiku.ipynb	514:530 (3%) 132:148 (11%)	view
17	x 2	misc misc	how_to_enable_json_mode.ipynb how_to_make_sql_queries.ipynb	514:530 (3%) 238:254 (6%)	view