Path	Lines of Code
README.md	116
examples/__init__.py	1
examples/agent_patterns/README.md	29
examples/agent_patterns/agents_as_tools.py	58
examples/agent_patterns/deterministic.py	47
examples/agent_patterns/forcing_tool_use.py	64
examples/agent_patterns/input_guardrails.py	60
examples/agent_patterns/llm_as_a_judge.py	49
examples/agent_patterns/output_guardrails.py	49
examples/agent_patterns/parallelization.py	42
examples/agent_patterns/routing.py	47
examples/agent_patterns/streaming_guardrails.py	57
examples/basic/agent_lifecycle_example.py	66
examples/basic/dynamic_system_prompt.py	31
examples/basic/hello_world.py	11
examples/basic/hello_world_jupyter.py	4
examples/basic/lifecycle_example.py	71
examples/basic/local_image.py	37
examples/basic/non_strict_output_type.py	43
examples/basic/previous_response_id.py	39
examples/basic/remote_image.py	24
examples/basic/stream_items.py	35
examples/basic/stream_text.py	14
examples/basic/tools.py	21
examples/customer_service/main.py	111
examples/financial_research_agent/README.md	27
examples/financial_research_agent/__init__.py	1
examples/financial_research_agent/agents/__init__.py	1
examples/financial_research_agent/agents/financials_agent.py	15
examples/financial_research_agent/agents/planner_agent.py	19
examples/financial_research_agent/agents/risk_agent.py	14
examples/financial_research_agent/agents/search_agent.py	14
examples/financial_research_agent/agents/verifier_agent.py	16
examples/financial_research_agent/agents/writer_agent.py	19
examples/financial_research_agent/main.py	8
examples/financial_research_agent/manager.py	108
examples/financial_research_agent/printer.py	33
examples/handoffs/message_filter.py	75
examples/handoffs/message_filter_streaming.py	77
examples/mcp/filesystem_example/README.md	17
examples/mcp/filesystem_example/main.py	41
examples/mcp/filesystem_example/sample_files/favorite_books.txt	20
examples/mcp/filesystem_example/sample_files/favorite_cities.txt	4
examples/mcp/filesystem_example/sample_files/favorite_songs.txt	10
examples/mcp/git_example/README.md	17
examples/mcp/git_example/main.py	32
examples/mcp/sse_example/README.md	8
examples/mcp/sse_example/main.py	60
examples/mcp/sse_example/server.py	20
examples/model_providers/README.md	14
examples/model_providers/custom_example_agent.py	28
examples/model_providers/custom_example_global.py	40
examples/model_providers/custom_example_provider.py	41
examples/model_providers/litellm_auto.py	24
examples/model_providers/litellm_provider.py	31
examples/research_bot/README.md	17
examples/research_bot/__init__.py	1
examples/research_bot/agents/__init__.py	1
examples/research_bot/agents/planner_agent.py	19
examples/research_bot/agents/search_agent.py	16
examples/research_bot/agents/writer_agent.py	21
examples/research_bot/main.py	7
examples/research_bot/manager.py	102
examples/research_bot/printer.py	33
examples/research_bot/sample_outputs/product_recs.md	103
examples/research_bot/sample_outputs/product_recs.txt	124
examples/research_bot/sample_outputs/vacation.md	106
examples/research_bot/sample_outputs/vacation.txt	124
examples/tools/computer_use.py	128
examples/tools/file_search.py	22
examples/tools/web_search.py	16
examples/voice/__init__.py	1
examples/voice/static/README.md	19
examples/voice/static/__init__.py	1
examples/voice/static/main.py	53
examples/voice/static/util.py	50
examples/voice/streamed/README.md	18
examples/voice/streamed/__init__.py	1
examples/voice/streamed/main.py	134
examples/voice/streamed/my_workflow.py	56
tests/README.md	16