10_human_in_the_loop

Examples for confirmation flows, user input prompts, and external tool handling.

Files

agentic_user_input.py - Agent requests user input during execution.
confirmation_advanced.py - Advanced confirmation patterns.
confirmation_required.py - Require confirmation before tool execution.
confirmation_required_mcp_toolkit.py - Confirmation with MCP toolkit.
confirmation_toolkit.py - Confirmation using a toolkit.
external_tool_execution.py - External tool execution flow.
mixed_external_and_regular_tools.py - Mixed external and regular tools in a single agent.
user_input_required.py - Tools that require user input.
confirmation_with_session_state.py - Confirmation flow where the tool modifies session_state before pausing. Verifies that state changes survive the pause/continue round-trip.

Load environment variables with direnv allow (including OPENAI_API_KEY).
Create the demo environment with ./scripts/demo_setup.sh, then run cookbooks with .venvs/demo/bin/python.
Some examples require optional local services (for example pgvector) or provider-specific API keys.