"""ADK agent with vector search RAG tool."""

from google.adk.agents.llm_agent import Agent
from google.adk.runners import Runner
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    SseConnectionParams,
)
from google.cloud.firestore_v1.async_client import AsyncClient
from google import genai


from va_agent.session.firestore import FirestoreSessionService
from va_agent.config import settings

connection_params = SseConnectionParams(url=settings.mcp_remote_url)
toolset = McpToolset(connection_params=connection_params)

agent = Agent(
    model=settings.agent_model,
    name=settings.agent_name,
    instruction=settings.agent_instructions,
    tools=[toolset]
)

session_service = FirestoreSessionService(
    db=AsyncClient(database=settings.firestore_db),
    compaction_token_threshold=10_000,
    genai_client=genai.Client()
)

runner = Runner(app_name='va_agent', agent=agent, session_service=session_service)