path	# lines of code	# active days	days since first update	days since last update	# commits	# contributors	first updated	last updated	first contributor	last contributor
extended_thinking/extended_thinking_with_tool_use.ipynb	862	1	80	80	2	2	2025-02-24	2025-02-24	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
misc/how_to_enable_json_mode.ipynb	532	1	437	437	2	2	2024-03-04	2024-03-04	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
misc/using_citations.ipynb	916	7	427	107	8	4	2024-03-14	2025-01-28	hershey@anthropic.com	157540744+cal-anthropic@users.noreply.github.com
misc/how_to_make_sql_queries.ipynb	256	1	437	437	2	2	2024-03-04	2024-03-04	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
misc/pdf_upload_summarization.ipynb	260	6	437	195	8	5	2024-03-04	2024-11-01	34638987+alexalbertt@users.noreply.github.com	michaelcohen@anthropic.com
misc/read_web_pages_with_haiku.ipynb	150	1	428	428	2	2	2024-03-13	2024-03-13	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
misc/batch_processing.ipynb	460	3	219	195	5	4	2024-10-08	2024-11-01	34638987+alexalbertt@users.noreply.github.com	34638987+alexalbertt@users.noreply.github.com
misc/prompt_caching.ipynb	536	5	274	119	8	6	2024-08-14	2025-01-16	34638987+alexalbertt@users.noreply.github.com	6099578+kevinc13@users.noreply.github.com
misc/building_moderation_filter.ipynb	354	4	437	350	6	3	2024-03-04	2024-05-30	34638987+alexalbertt@users.noreply.github.com	34638987+alexalbertt@users.noreply.github.com
misc/building_evals.ipynb	403	3	437	430	4	3	2024-03-04	2024-03-11	34638987+alexalbertt@users.noreply.github.com	34638987+alexalbertt@users.noreply.github.com
misc/generate_test_cases.ipynb	770	4	272	195	5	4	2024-08-16	2024-11-01	zack@anthropic.com	34638987+alexalbertt@users.noreply.github.com
patterns/agents/util.py	18	1	147	147	2	2	2024-12-19	2024-12-19	36120076+itsbarryz@users.noreply.github.com	barryz@anthropic.com
patterns/agents/orchestrator_workers.ipynb	284	1	147	147	2	2	2024-12-19	2024-12-19	36120076+itsbarryz@users.noreply.github.com	barryz@anthropic.com
patterns/agents/basic_workflows.ipynb	806	4	147	2	5	4	2024-12-19	2025-05-13	36120076+itsbarryz@users.noreply.github.com	elie@users.noreply.github.com
patterns/agents/evaluator_optimizer.ipynb	305	1	147	147	3	2	2024-12-19	2024-12-19	36120076+itsbarryz@users.noreply.github.com	barryz@anthropic.com
skills/classification/evaluation/transform.py	6	2	361	359	2	2	2024-05-19	2024-05-21	garvan@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/classification/evaluation/promptfooconfig.yaml	49	2	361	359	2	2	2024-05-19	2024-05-21	garvan@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/classification/evaluation/vectordb.py	64	2	361	359	2	2	2024-05-19	2024-05-21	garvan@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/classification/evaluation/prompts.py	30	2	361	359	2	2	2024-05-19	2024-05-21	garvan@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/text_to_sql/data/vector_db.pkl	139	3	234	232	8	2	2024-09-23	2024-09-25	mahesh@anthropic.com	maheshmmurag@gmail.com
skills/text_to_sql/evaluation/promptfooconfig.yaml	85	5	234	195	17	5	2024-09-23	2024-11-01	mahesh@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/text_to_sql/evaluation/vectordb.py	36	2	234	232	2	2	2024-09-23	2024-09-25	mahesh@anthropic.com	maheshmmurag@gmail.com
skills/text_to_sql/evaluation/prompts.py	51	3	234	232	7	2	2024-09-23	2024-09-25	mahesh@anthropic.com	maheshmmurag@gmail.com
skills/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml	17	4	311	195	6	5	2024-07-08	2024-11-01	sflamini@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/retrieval_augmented_generation/evaluation/eval_retrieval.py	108	4	311	290	4	3	2024-07-08	2024-07-29	sflamini@anthropic.com	43142465+saflamini@users.noreply.github.com
skills/retrieval_augmented_generation/evaluation/promptfooconfig_retrieval.yaml	8	2	311	310	3	2	2024-07-08	2024-07-09	sflamini@anthropic.com	garvan@anthropic.com
skills/retrieval_augmented_generation/evaluation/eval_end_to_end.py	57	4	311	195	5	5	2024-07-08	2024-11-01	sflamini@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/retrieval_augmented_generation/evaluation/provider_retrieval.py	90	4	311	195	5	5	2024-07-08	2024-11-01	sflamini@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/retrieval_augmented_generation/evaluation/vectordb.py	149	2	311	310	2	2	2024-07-08	2024-07-09	sflamini@anthropic.com	garvan@anthropic.com
skills/retrieval_augmented_generation/evaluation/prompts.py	96	6	311	290	7	3	2024-07-08	2024-07-29	sflamini@anthropic.com	43142465+saflamini@users.noreply.github.com
skills/summarization/data/multiple_subleases.py	6	2	280	279	3	2	2024-08-08	2024-08-09	alexander@anthropic.com	44481408+briiick@users.noreply.github.com
skills/summarization/evaluation/promptfooconfig.yaml	27	4	280	195	5	5	2024-08-08	2024-11-01	alexander@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/summarization/evaluation/custom_evals/bleu_eval.py	37	2	280	279	2	2	2024-08-08	2024-08-09	alexander@anthropic.com	44481408+briiick@users.noreply.github.com
skills/summarization/evaluation/custom_evals/rouge_eval.py	23	2	280	279	2	2	2024-08-08	2024-08-09	alexander@anthropic.com	44481408+briiick@users.noreply.github.com
skills/summarization/evaluation/custom_evals/llm_eval.py	43	5	280	195	9	5	2024-08-08	2024-11-01	alexander@anthropic.com	34638987+alexalbertt@users.noreply.github.com
skills/summarization/evaluation/tests.yaml	162	2	280	279	2	2	2024-08-08	2024-08-09	alexander@anthropic.com	44481408+briiick@users.noreply.github.com
skills/summarization/evaluation/prompts.py	9	2	280	279	3	2	2024-08-08	2024-08-09	alexander@anthropic.com	alexander@anthropic.com
skills/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py	53	1	238	238	2	2	2024-09-19	2024-09-19	43142465+saflamini@users.noreply.github.com	sflamini@anthropic.com
skills/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py	40	1	238	238	3	2	2024-09-19	2024-09-19	43142465+saflamini@users.noreply.github.com	sflamini@anthropic.com
skills/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py	39	1	238	238	2	2	2024-09-19	2024-09-19	43142465+saflamini@users.noreply.github.com	sflamini@anthropic.com
multimodal/reading_charts_graphs_powerpoints.ipynb	502	4	437	195	7	4	2024-03-04	2024-11-01	34638987+alexalbertt@users.noreply.github.com	34638987+alexalbertt@users.noreply.github.com
tool_use/tool_choice.ipynb	726	3	364	350	5	4	2024-05-16	2024-05-30	coltsteele1@gmail.com	alexalbert@anthropic.com
tool_use/customer_service_agent.ipynb	397	2	406	350	4	3	2024-04-04	2024-05-30	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
tool_use/parallel_tools_claude_3_7_sonnet.ipynb	350	2	70	69	2	1	2025-03-06	2025-03-07	benkomalo@anthropic.com	benkomalo@anthropic.com
tool_use/calculator_tool.ipynb	277	4	406	350	8	5	2024-04-04	2024-05-30	34638987+alexalbertt@users.noreply.github.com	alexalbert@anthropic.com
finetuning/finetuning_on_bedrock.ipynb	264	2	269	259	2	1	2024-08-19	2024-08-29	hershey@anthropic.com	hershey@anthropic.com