"""General support agent: reads tickets via MCP-parity tools and guides or escalates.""" from __future__ import annotations import json import os from typing import Any from google.adk.agents.llm_agent import LlmAgent from google.adk.tools.function_tool import FunctionTool from src.mcp.supabase_mcp_server import get_support_tickets from .adk_runtime import genai_api_configured, run_llm_agent_once from .customer_context import resolve_customer_email def _support_tools() -> list[Any]: return [ FunctionTool(get_support_tickets), ] _SUPPORT_INSTRUCTION = """You are a careful customer-support assistant. You have one factual tool: - ``get_support_tickets(email)`` — returns JSON with ``tickets`` for that customer. Guidelines: 1. Use the **resolved email** provided in the user message for ``get_support_tickets``. 2. Summarize ticket status at a high level (subject/category if present); do not fabricate ticket IDs. 3. For abuse, threats, legal threats, suspected fraud, or account compromise, clearly recommend **human escalation**. 4. Keep answers concise and professional. """ class SupportAgent: """Generic support flow with optional Gemini; offline mode summarizes tickets without an LLM.""" def __init__(self, model: str | None = None) -> None: self._model = model or os.getenv("ADK_MODEL", "gemini-2.5-flash") self._agent = LlmAgent( name="support_agent", model=self._model, instruction=_SUPPORT_INSTRUCTION, tools=_support_tools(), ) async def handle(self, customer_id: str, message: str) -> str: email = resolve_customer_email(customer_id) if not email: return ( "We could not resolve an email for this customer id. " "Please contact support with your registered email." ) if not genai_api_configured(): tickets_json = get_support_tickets(email) return _format_support_fallback(tickets_json, message) user_prompt = ( f"Resolved customer email (use for tool calls): {email}\n" f"Customer id (reference): {customer_id}\n\n" f"User message:\n{message}\n" ) return await run_llm_agent_once( agent=self._agent, user_message=user_prompt, app_name="support", ) def _format_support_fallback(tickets_json: str, message: str) -> str: try: payload = json.loads(tickets_json) except json.JSONDecodeError: return "[SupportAgent] Unable to parse ticket data." lines = [ "[SupportAgent — offline summary]", f'Your message: "{message[:200]}"', "", ] if payload.get("error") == "customer_not_found": lines.append("No matching customer email in our records.") return "\n".join(lines) tickets = payload.get("tickets") or [] lines.append(f"Open/recent tickets in view: {len(tickets)}.") for t in tickets[:5]: subj = t.get("subject") or t.get("title") or "(no subject)" cat = t.get("category", "") stat = t.get("status", "") lines.append(f" - [{stat}] {cat}: {subj}") if len(tickets) > 5: lines.append(f" … and {len(tickets) - 5} more.") lines.append("") lines.append( "If this involves threats, legal action, or account security, request a human specialist." ) return "\n".join(lines)