"""Deterministic, staged implementation of the video discovery agent.

The package owns its business prompts, providers, gates, persistence and visualization.
Callers can migrate one entry point at a time.
"""

from find_agent_v2.agent import FindAgentV2, create_find_agent_v2
from find_agent_v2.demand_context import (
    PreparedV2DemandRun,
    V2DemandContext,
    load_v2_demand_context,
    pick_latest_v2_demand_context,
    prepare_v2_demand_run,
)
from find_agent_v2.runner import (
    arun_find_agent_v2,
    create_find_agent_v2_run,
    run_prepared_find_agent_v2,
    run_find_agent_v2,
)
from find_agent_v2.state import FindAgentResult, FindAgentState, NodeRun

__all__ = [
    "FindAgentResult",
    "FindAgentState",
    "FindAgentV2",
    "NodeRun",
    "PreparedV2DemandRun",
    "V2DemandContext",
    "arun_find_agent_v2",
    "create_find_agent_v2_run",
    "create_find_agent_v2",
    "load_v2_demand_context",
    "pick_latest_v2_demand_context",
    "prepare_v2_demand_run",
    "run_prepared_find_agent_v2",
    "run_find_agent_v2",
]