Advanced Agents

The curated advanced examples currently focus on higher-level workflows built on top of ChatToolAgent and AdvancedAgent.

Representative examples in the repo:

• examples/agents/advanced/example_user_loop.py
• examples/agents/advanced/example_user_loop_streaming.py
• examples/agents/advanced/structured_output_agent.py
• examples/agents/advanced/output_knowledge_graph.py

What these examples cover:

• stateful user loops on top of the cleaned message and provider APIs
• structured output flows
• higher-level orchestration patterns that sit above the base chat/tool agent

Notes:

• OCR-specific examples were intentionally retired from the maintained example surface.
• Treat the examples in examples/advanced_agent/ as exploratory unless they are explicitly referenced by the current docs.