CrewAI Conversational Flows parity notes

This package is the native turn-based sibling of crewai-crews. It preserves the same 41 runnable showcase demos and frontend source while changing the backend execution path from regular Flow kickoff or the legacy Crew wrapper to CrewAI's public Conversational Flows API.

Execution contract

• Every agent route is registered with conversational=True.
• Every served Flow declares conversational = True and exposes CrewAI's public stream_turn(message, session_id=...) method.
• AG-UI threadId is used as the CrewAI conversation session_id.
• The integration is pinned to the official ag-ui-crewai==0.3.0 release and crewai==1.15.11.
• All model-backed showcase paths use gpt-5.4.

src/agents/conversational_flows.py adapts the regular Flow classes using the same pattern as the upstream AG-UI Dojo. It keeps the feature logic inside the existing Flow classes and adds only CrewAI's conversational routing behavior.

Shared presentation and probes

The React demo components match the regular CrewAI column. Only runtime proxy URLs and column-specific metadata differ. The D6 harness uses the same shared probe scripts for both columns. Per-integration variation is limited to the backend, runtime routing, and fixtures under showcase/aimock/d6/crewai-conversational-flows/.

Deployment

The manifest remains deployed: false until a dedicated Railway service is provisioned. Local D6 verification runs through the crewai-conversational-flows compose service on port 3120.