Mervin Praison 0a569e2b46 docs: Add AutoAgents workflow patterns examples and update README ...

- Add autoagents_workflow_patterns.py with all 6 workflow patterns
- Update auto_agents_example.py with new features and CLI examples
- Add orchestrator-workers and evaluator-optimizer patterns to README CLI section
- Update pattern options table with all 6 patterns
- Add documentation links to examples

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advanced-callback-systems.py

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async_example_full_multigroups.py

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async_example_full.py

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async_example.py

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auto_agents_example.py

docs: Add AutoAgents workflow patterns examples and update README

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autonomous-agent.py

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code_agents_example.py

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evaluator-optimiser.py

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example_callback.py

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example_custom_tools.py

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example_sequential.py

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human_approval_example.py

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langchain_example.py

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memory_example.py

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memory_simple.py

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mini_agents_example.py

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multimodal.py

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orchestrator-workers.py

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parallelisation.py

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prompt_chaining.py

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structured_agents_example.py

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structured_response_example.py

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tools_example.py

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tools-class.py

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workflow_example_basic.py

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workflow_example_detailed.py

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