feat(agent): initial implementation of OPAX agent
Adds the core logic for the OPAX agent, including the main agent file, a deployment script, and an MCP client. This provides the foundation for the new agent-based architecture.
This commit is contained in:
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#!/usr/bin/env python3
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"""
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agent.py — OSVauco OPAX agent (Jason Vauger).
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opax_mcp_client er inlina direkte her for Vertex AI Agent Engine-kompatibilitet.
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"""
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import asyncio
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import os
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import logging
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import uuid
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import httpx
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import google.auth
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import google.auth.transport.requests
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from typing import Literal
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from google.adk.agents import Agent
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from google.adk.tools import FunctionTool
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from google.adk.runners import Runner
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from google.adk.sessions.in_memory_session_service import InMemorySessionService
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from google.genai import types
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logger = logging.getLogger(__name__)
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PROJECT_ID = os.environ.get("GOOGLE_CLOUD_PROJECT", "propane-will-491900-m5")
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LOCATION = os.environ.get("GOOGLE_CLOUD_LOCATION", "global")
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ORCHESTRATOR_MODEL = os.environ.get("ORCHESTRATOR_MODEL", "gemini-2.5-flash")
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SUBAGENT_MODEL = os.environ.get("SUBAGENT_MODEL", "gemini-2.5-flash")
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REASONING_MODEL = os.environ.get("REASONING_MODEL", "gemini-2.5-flash")
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HEAVY_ORCHESTRATOR = os.environ.get("HEAVY_ORCHESTRATOR_MODEL", "gemini-2.5-pro")
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HEAVY_SUBAGENT = os.environ.get("HEAVY_SUBAGENT_MODEL", "gemini-2.5-pro")
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HEAVY_REASONING = os.environ.get("HEAVY_REASONING_MODEL", "gemini-2.5-flash")
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BUDGET_LIGHT = float(os.environ.get("BUDGET_A_USD_PER_TASK", "1.0"))
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BUDGET_HEAVY = float(os.environ.get("HEAVY_MODE_BUDGET_USD_PER_DAY", "3.0"))
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HEAVY_MODE_ALLOWED_USERS = ["opax", "admin"]
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Mode = Literal["light", "heavy"]
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APP_NAME = "opax"
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try:
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from token_logger import log_token_usage, create_bq_table_if_not_exists
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except ImportError:
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def log_token_usage(*args, **kwargs): pass
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def create_bq_table_if_not_exists(): pass
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try:
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import sys as _sys, pathlib as _pathlib
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from token_budget import trim_context, route_model, TokenBudgetExceeded, budget_summary
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except ImportError as _e:
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def trim_context(history, system_prompt="", max_tokens=32000):
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return history[-10:] if len(history) > 10 else history
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def route_model(message, mode, flash_model, pro_model):
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return flash_model if mode != "heavy" else pro_model
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class TokenBudgetExceeded(Exception): pass
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create_bq_table_if_not_exists()
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_OPAX_MCP_URL = os.environ.get("MCP_SERVER_URL", "https://opax-mcp-zjbqp3prqq-uc.a.run.app")
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_MCP_SECRET = os.environ.get("MCP_SECRET", "")
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def _identity_token() -> str:
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try:
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resp = httpx.get(
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f"http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/identity?audience={_OPAX_MCP_URL}&format=full",
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headers={"Metadata-Flavor": "Google"}, timeout=5)
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if resp.status_code == 200 and resp.text.strip():
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return resp.text.strip()
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except Exception:
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pass
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credentials, _ = google.auth.default()
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credentials.refresh(google.auth.transport.requests.Request())
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return credentials.token
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def _mcp_headers() -> dict:
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return {"Authorization": f"Bearer {_identity_token()}", "X-MCP-Secret": _MCP_SECRET, "Content-Type": "application/json"}
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def _call_tool(tool: str, params: dict = None) -> dict:
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resp = httpx.post(f"{_OPAX_MCP_URL}/tools/call", headers=_mcp_headers(), json={"tool": tool, "params": params or {}}, timeout=30)
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resp.raise_for_status()
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return resp.json()
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def get_billing_summary() -> dict:
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"""Hent billing-oversikt for OSVauco (GCP-kostnader, token-forbruk)."""
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return _call_tool("get_billing_summary")
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def get_billing_credits() -> dict:
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"""Hent gjenværende GCP-kreditter og burn-rate."""
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return _call_tool("get_billing_credits")
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def get_billing_anomalies() -> dict:
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"""Sjekk for kostnadanomalier og uventede spiker."""
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return _call_tool("get_billing_anomalies")
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def get_billing_history() -> dict:
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"""Hent historisk kostnadsdata (90 dagar)."""
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return _call_tool("get_billing_history")
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def get_billing_budget() -> dict:
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"""Hent gjeldande budsjett for OSVauco."""
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return _call_tool("get_billing_budget")
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def set_billing_budget(amount: float) -> dict:
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"""Sett nytt budsjettgrense. amount er beløpet i USD."""
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return _call_tool("set_billing_budget", {"amount": amount})
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def create_invite(email: str, company: str = "", tier: str = "starter") -> dict:
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"""Opprett invite-link for ny kunde. tier: starter | guard | shield | enterprise."""
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return _call_tool("create_invite", {"email": email, "company": company, "tier": tier})
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def list_customers() -> dict:
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"""List alle onboardede kunder og systemtilstand."""
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return _call_tool("list_customers")
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def send_webhook(message: str, url: str = "", title: str = "OPAX varsel") -> dict:
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"""Send webhook-varsling til Slack/Teams/Discord."""
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return _call_tool("send_webhook", {"message": message, "url": url, "title": title})
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def send_email(to: str, subject: str, body: str = "") -> dict:
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"""Send e-post via SendGrid."""
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return _call_tool("send_email", {"to": to, "subject": subject, "body": body})
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def get_notify_channels() -> dict:
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"""List konfigurerte varslingskanalar."""
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return _call_tool("get_notify_channels")
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def get_health() -> dict:
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"""Sjekk helsestatus for OPAX-plattformen."""
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return _call_tool("get_health")
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def get_build_status() -> dict:
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"""Hent status på siste Cloud Build-kjøring."""
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return _call_tool("get_build_status")
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def get_state() -> dict:
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"""Hent gjeldande systemtilstand og agent-statistikk for OSVauco."""
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return _call_tool("get_state")
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def get_telemetry() -> dict:
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"""Hent token-forbruk og ytingsdata per modul."""
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return _call_tool("get_telemetry")
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def run_terminal(command: str) -> dict:
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"""Kjør whitelist-kommando i OPAX terminal. Gyldige: health, billing, build, logs, help."""
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return _call_tool("run_terminal", {"command": command})
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def list_commits(limit: int = 10) -> dict:
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"""List siste commits i OSVauco-repoet på Gitea."""
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return _call_tool("list_commits", {"limit": limit})
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def get_file(path: str) -> dict:
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"""Hent innhald i ein fil frå Gitea-repoet."""
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return _call_tool("get_file", {"path": path})
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def list_open_issues() -> dict:
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"""List alle opne issues i OSVauco Gitea-repoet."""
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return _call_tool("list_open_issues", {})
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def create_issue(title: str, body: str = "") -> dict:
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"""Opprett nytt issue i Gitea-repoet."""
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return _call_tool("create_issue", {"title": title, "body": body})
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def push_file(path: str, content: str, message: str = "", sha: str = "") -> dict:
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"""Push/oppdater ein fil i Gitea."""
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return _call_tool("push_file", {"path": path, "content": content, "message": message, "sha": sha})
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OPAX_TOOLS = [
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FunctionTool(func=get_billing_summary), FunctionTool(func=get_billing_credits),
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FunctionTool(func=get_billing_anomalies), FunctionTool(func=get_billing_history),
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FunctionTool(func=get_billing_budget), FunctionTool(func=set_billing_budget),
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FunctionTool(func=create_invite), FunctionTool(func=list_customers),
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FunctionTool(func=send_webhook), FunctionTool(func=send_email),
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FunctionTool(func=get_notify_channels), FunctionTool(func=get_health),
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FunctionTool(func=get_build_status), FunctionTool(func=get_state),
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FunctionTool(func=get_telemetry), FunctionTool(func=run_terminal),
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FunctionTool(func=list_commits), FunctionTool(func=get_file),
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FunctionTool(func=list_open_issues), FunctionTool(func=create_issue),
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FunctionTool(func=push_file),
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]
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def _normalize_mode(mode: str) -> str:
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mapping = {"A": "light", "A+": "heavy", "light": "light", "heavy": "heavy"}
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if mode not in mapping:
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raise ValueError(f"Invalid mode '{mode}'. Must be 'light' or 'heavy'.")
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return mapping[mode]
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def authorize_mode(user_id: str, mode: str) -> None:
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mode = _normalize_mode(mode)
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if mode == "heavy" and user_id not in HEAVY_MODE_ALLOWED_USERS:
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raise PermissionError(f"User '{user_id}' is not authorized for heavy mode.")
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def get_models_for_mode(mode: Mode) -> dict:
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if mode == "heavy":
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return {"orchestrator": HEAVY_ORCHESTRATOR, "subagent": HEAVY_SUBAGENT, "reasoning": HEAVY_REASONING, "budget_usd": BUDGET_HEAVY}
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return {"orchestrator": ORCHESTRATOR_MODEL, "subagent": SUBAGENT_MODEL, "reasoning": REASONING_MODEL, "budget_usd": BUDGET_LIGHT}
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_INSTRUCTION_TEMPLATE = (
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"Du er Jason Vauger — OPAX-agenten for Vauco AS. Modus: {mode}. Modell: {model}. "
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"Du har tilgang til alle OPAX-tools via opax-mcp. "
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"Når brukaren ber om data — KALL ALLTID rett tool før du svarar. "
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"Svar på norsk (bokmål) med mindre annet er bedt om. "
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"HITL: ikkje kjør terraform/deploy utan godkjenning frå Chris."
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)
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def build_agent(mode: str = "light", message: str = "") -> tuple:
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mode = _normalize_mode(mode)
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models = get_models_for_mode(mode)
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actual_model = route_model(message=message, mode=mode, flash_model=ORCHESTRATOR_MODEL, pro_model=models["orchestrator"])
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instruction = _INSTRUCTION_TEMPLATE.format(mode=mode, model=actual_model)
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agent = Agent(model=actual_model, name="jason_vauger", description=f"Jason Vauger — OPAX enterprise agent [{mode}]", instruction=instruction, tools=OPAX_TOOLS)
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return agent, actual_model, instruction
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root_agent, _, _ = build_agent(mode="light")
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async def _run_async(message: str, user_id: str, session_id: str, mode: str, caller_type: str = "agent") -> str:
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mode = _normalize_mode(mode)
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agent, actual_model, instruction = build_agent(mode=mode, message=message)
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module_name = f"jason/{mode}"
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try:
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trim_context([types.Content(role="user", parts=[types.Part(text=message)])], system_prompt=instruction)
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except TokenBudgetExceeded as e:
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return f"⚠️ Token-budsjett overskredet: {e}"
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session_service = InMemorySessionService()
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session = await session_service.create_session(app_name=APP_NAME, user_id=user_id, session_id=session_id)
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runner = Runner(agent=agent, app_name=APP_NAME, session_service=session_service)
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new_message = types.Content(role="user", parts=[types.Part(text=message)])
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final_text = ""
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input_tokens = 0
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output_tokens = 0
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request_id = str(uuid.uuid4())
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async for event in runner.run_async(user_id=user_id, session_id=session.id, new_message=new_message):
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if event.is_final_response() and event.content and event.content.parts:
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final_text = event.content.parts[0].text or ""
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if hasattr(event, "usage_metadata") and event.usage_metadata:
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um = event.usage_metadata
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input_tokens += getattr(um, "prompt_token_count", 0) or 0
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output_tokens += getattr(um, "candidates_token_count", 0) or 0
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if input_tokens > 0 or output_tokens > 0:
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log_token_usage(agent_name=module_name, model_name=actual_model, input_tokens=input_tokens, output_tokens=output_tokens, request_id=request_id, module_name=module_name, caller_type=caller_type, session_id=session_id)
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return final_text
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def run(message: str, user_id: str = "opax", session_id: str = "default", mode: str = "light", caller_type: str = "agent") -> str:
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mode = _normalize_mode(mode)
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authorize_mode(user_id, mode)
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return asyncio.run(_run_async(message=message, user_id=user_id, session_id=session_id, mode=mode, caller_type=caller_type))
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if __name__ == "__main__":
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import sys
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logging.basicConfig(level=logging.WARNING)
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query = sys.argv[1] if len(sys.argv) > 1 else "Hva er OPAX?"
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mode = sys.argv[2] if len(sys.argv) > 2 else "light"
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caller_type = sys.argv[3] if len(sys.argv) > 3 else "cli"
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print(f"Mode: {mode} | Query: {query}")
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print("-" * 60)
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print(run(message=query, user_id="opax", mode=mode, caller_type=caller_type))
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#!/usr/bin/env python3
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#!/usr/bin/env python3
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"""
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deploy_agent.py — Deploy ADK agent til Vertex AI Agent Engine
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Usage: python3 deploy_agent.py [--project PROJECT_ID] [--region REGION] \
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[--display-name DISPLAY_NAME] [--staging-bucket GS_URI]
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Krever: google-cloud-aiplatform>=1.157.0, google-adk>=2.0.0
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"""
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import argparse
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import argparse
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import sys
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import sys
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from pathlib import Path
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import vertexai
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import vertexai
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from vertexai import agent_engines # riktig import for SDK >= 1.157.0
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from vertexai import agent_engines
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def deploy(project, region, display_name, staging_bucket):
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def deploy(project: str, region: str, display_name: str, staging_bucket: str):
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print(f"Initialiserer Vertex AI: project={project}, region={region}")
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print(f"Initialiserer Vertex AI: project={project}, region={region}")
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vertexai.init(project=project, location=region, staging_bucket=staging_bucket)
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vertexai.init(project=project, location=region, staging_bucket=staging_bucket)
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# Importer Jason ADK agent
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base_dir = Path(__file__).resolve().parent
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sys.path.insert(0, ".")
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sys.path.insert(0, str(base_dir))
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import agent as my_agent
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print(f"Deployer agent '{display_name}' til Vertex AI Agent Engine i {region}...")
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import agent as _agent_module
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remote_agent = agent_engines.create(
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root_agent = _agent_module.root_agent
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my_agent.root_agent,
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print(f"Deployer agent '{display_name}'...")
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remote = agent_engines.create(
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root_agent,
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requirements=[
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requirements=[
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"google-cloud-aiplatform[adk,agent_engines]>=1.157.0",
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"google-cloud-aiplatform[adk,agent_engines]>=1.157.0",
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"google-adk>=2.2.0",
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"google-adk>=2.2.0",
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"httpx>=0.27.0",
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"httpx>=0.27.0",
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"google-auth>=2.29.0",
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"google-auth>=2.29.0",
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],
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],
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extra_packages=[str(base_dir / "agent.py")],
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display_name=display_name,
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display_name=display_name,
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)
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)
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print(f"\n✅ Agent deployet!")
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print(f"\n✅ Agent deployet!\n Resource name: {remote.resource_name}")
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print(f" Resource name : {remote_agent.resource_name}")
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print(f" Console : https://console.cloud.google.com/ai/agents?project={project}")
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print(f" Region : {region}")
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print("\n⚠️ Husk: kjør teardown når du er ferdig for å unngå unnødige kostnader.")
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return remote_agent
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if __name__ == "__main__":
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(description="Deploy Jason ADK agent til Vertex AI")
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parser = argparse.ArgumentParser()
|
||||||
parser.add_argument("--project", default="propane-will-491900-m5")
|
parser.add_argument("--project", default="propane-will-491900-m5")
|
||||||
parser.add_argument("--region", default="us-central1")
|
parser.add_argument("--region", default="us-central1")
|
||||||
parser.add_argument("--display-name", default="jason-vauger-v1")
|
parser.add_argument("--display-name", default="jason-vauger-v12")
|
||||||
parser.add_argument("--staging-bucket", default="gs://propane-will-491900-m5-agent-staging")
|
parser.add_argument("--staging-bucket", default="gs://propane-will-491900-m5-agent-staging")
|
||||||
args = parser.parse_args()
|
args = parser.parse_args()
|
||||||
deploy(args.project, args.region, args.display_name, args.staging_bucket)
|
deploy(args.project, args.region, args.display_name, args.staging_bucket)
|
||||||
|
|
|
||||||
212
agents/core-logic/opax_mcp_client/__init__.py
Normal file
212
agents/core-logic/opax_mcp_client/__init__.py
Normal file
|
|
@ -0,0 +1,212 @@
|
||||||
|
"""
|
||||||
|
opax_mcp_client.py — REST-klient for opax-mcp Cloud Run service.
|
||||||
|
Kopiert inn i core-logic/ slik at Vertex AI Agent Engine finn den ved deploy.
|
||||||
|
|
||||||
|
Auth-lag:
|
||||||
|
1. Cloud Run IAM : Authorization: Bearer <identity-token> (automatisk)
|
||||||
|
2. Tool-level : X-MCP-Secret: <mcp-server-key> (frå env)
|
||||||
|
|
||||||
|
URL: https://opax-mcp-zjbqp3prqq-uc.a.run.app
|
||||||
|
"""
|
||||||
|
|
||||||
|
import os
|
||||||
|
import httpx
|
||||||
|
import google.auth
|
||||||
|
import google.auth.transport.requests
|
||||||
|
|
||||||
|
OPAX_MCP_URL = os.environ.get("MCP_SERVER_URL", "https://opax-mcp-zjbqp3prqq-uc.a.run.app")
|
||||||
|
MCP_SECRET = os.environ.get("MCP_SECRET", "")
|
||||||
|
|
||||||
|
|
||||||
|
def _identity_token() -> str:
|
||||||
|
metadata_url = (
|
||||||
|
"http://metadata.google.internal/computeMetadata/v1/instance"
|
||||||
|
f"/service-accounts/default/identity?audience={OPAX_MCP_URL}&format=full"
|
||||||
|
)
|
||||||
|
try:
|
||||||
|
resp = httpx.get(metadata_url, headers={"Metadata-Flavor": "Google"}, timeout=5)
|
||||||
|
if resp.status_code == 200 and resp.text.strip():
|
||||||
|
return resp.text.strip()
|
||||||
|
except Exception:
|
||||||
|
pass
|
||||||
|
credentials, _ = google.auth.default()
|
||||||
|
credentials.refresh(google.auth.transport.requests.Request())
|
||||||
|
return credentials.token
|
||||||
|
|
||||||
|
|
||||||
|
def _headers() -> dict:
|
||||||
|
return {
|
||||||
|
"Authorization": f"Bearer {_identity_token()}",
|
||||||
|
"X-MCP-Secret": MCP_SECRET,
|
||||||
|
"Content-Type": "application/json",
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def call_tool(tool: str, params: dict = None) -> dict:
|
||||||
|
resp = httpx.post(
|
||||||
|
f"{OPAX_MCP_URL}/tools/call",
|
||||||
|
headers=_headers(),
|
||||||
|
json={"tool": tool, "params": params or {}},
|
||||||
|
timeout=30,
|
||||||
|
)
|
||||||
|
resp.raise_for_status()
|
||||||
|
return resp.json()
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Billing
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def get_billing_summary() -> dict:
|
||||||
|
"""Hent billing-oversikt for OSVauco (GCP-kostnader, token-forbruk)."""
|
||||||
|
return call_tool("get_billing_summary")
|
||||||
|
|
||||||
|
def get_billing_forecast() -> dict:
|
||||||
|
"""Hent token-estimat og kostnadsframskriving."""
|
||||||
|
return call_tool("get_billing_forecast")
|
||||||
|
|
||||||
|
def get_billing_credits() -> dict:
|
||||||
|
"""Hent gjenværende GCP-kreditter og burn-rate."""
|
||||||
|
return call_tool("get_billing_credits")
|
||||||
|
|
||||||
|
def get_billing_anomalies() -> dict:
|
||||||
|
"""Sjekk for kostnadanomalier og uventede spiker."""
|
||||||
|
return call_tool("get_billing_anomalies")
|
||||||
|
|
||||||
|
def get_billing_history() -> dict:
|
||||||
|
"""Hent historisk kostnadsdata (90 dagar)."""
|
||||||
|
return call_tool("get_billing_history")
|
||||||
|
|
||||||
|
def get_billing_budget() -> dict:
|
||||||
|
"""Hent gjeldande budsjett for OSVauco."""
|
||||||
|
return call_tool("get_billing_budget")
|
||||||
|
|
||||||
|
def set_billing_budget(amount: float) -> dict:
|
||||||
|
"""Sett nytt budsjettgrense i NOK/USD. amount er beløpet."""
|
||||||
|
return call_tool("set_billing_budget", {"amount": amount})
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Onboarding
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def create_invite(email: str, company: str = "", tier: str = "starter") -> dict:
|
||||||
|
"""Opprett invite-link for ny kunde. tier: starter | guard | shield | enterprise."""
|
||||||
|
return call_tool("create_invite", {"email": email, "company": company, "tier": tier})
|
||||||
|
|
||||||
|
def list_customers() -> dict:
|
||||||
|
"""List alle onboardede kunder og systemtilstand."""
|
||||||
|
return call_tool("list_customers")
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Notify
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def send_webhook(message: str, url: str = "", title: str = "OPAX varsel") -> dict:
|
||||||
|
"""Send webhook-varsling til Slack/Teams/Discord. url er valgfri override."""
|
||||||
|
return call_tool("send_webhook", {"message": message, "url": url, "title": title})
|
||||||
|
|
||||||
|
def send_email(to: str, subject: str, body: str = "") -> dict:
|
||||||
|
"""Send e-post via SendGrid. to er mottaker-adresse."""
|
||||||
|
return call_tool("send_email", {"to": to, "subject": subject, "body": body})
|
||||||
|
|
||||||
|
def send_sms(to: str, message: str, tier: str = "guard") -> dict:
|
||||||
|
"""Send SMS via Twilio. Krev Guard+-tier. to er telefonnummer med landkode."""
|
||||||
|
return call_tool("send_sms", {"to": to, "message": message, "tier": tier})
|
||||||
|
|
||||||
|
def get_notify_channels() -> dict:
|
||||||
|
"""List konfigurerte varslingskanalar (e-post, SMS, webhook)."""
|
||||||
|
return call_tool("get_notify_channels")
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Agents
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def run_jason(prompt: str) -> dict:
|
||||||
|
"""Kall Jason-agenten med ein prompt via OPAX /run."""
|
||||||
|
return call_tool("run_jason", {"prompt": prompt})
|
||||||
|
|
||||||
|
def run_emma(prompt: str) -> dict:
|
||||||
|
"""Kall Emma-agenten (Gemma lokal) med ein prompt via OPAX /emma."""
|
||||||
|
return call_tool("run_emma", {"prompt": prompt})
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Platform
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def get_health() -> dict:
|
||||||
|
"""Sjekk helsestatus for OPAX-plattformen."""
|
||||||
|
return call_tool("get_health")
|
||||||
|
|
||||||
|
def get_build_status() -> dict:
|
||||||
|
"""Hent status på siste Cloud Build-kjøring."""
|
||||||
|
return call_tool("get_build_status")
|
||||||
|
|
||||||
|
def get_state() -> dict:
|
||||||
|
"""Hent gjeldande systemtilstand og agent-statistikk for OSVauco."""
|
||||||
|
return call_tool("get_state")
|
||||||
|
|
||||||
|
def get_telemetry() -> dict:
|
||||||
|
"""Hent token-forbruk og ytingsdata per modul."""
|
||||||
|
return call_tool("get_telemetry")
|
||||||
|
|
||||||
|
def run_terminal(command: str) -> dict:
|
||||||
|
"""Kjør whitelist-kommando i OPAX terminal. Gyldige: health, billing, build, logs, help."""
|
||||||
|
return call_tool("run_terminal", {"command": command})
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# Gitea (repo-tools)
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def list_commits(limit: int = 10) -> dict:
|
||||||
|
"""List siste commits i OSVauco-repoet på Gitea."""
|
||||||
|
return call_tool("list_commits", {"limit": limit})
|
||||||
|
|
||||||
|
def get_file(path: str) -> dict:
|
||||||
|
"""Hent innhald i ein fil frå Gitea-repoet. path er relativ til rot."""
|
||||||
|
return call_tool("get_file", {"path": path})
|
||||||
|
|
||||||
|
def list_open_issues() -> dict:
|
||||||
|
"""List alle opne issues i OSVauco Gitea-repoet."""
|
||||||
|
return call_tool("list_open_issues", {})
|
||||||
|
|
||||||
|
def create_issue(title: str, body: str = "") -> dict:
|
||||||
|
"""Opprett nytt issue i Gitea-repoet."""
|
||||||
|
return call_tool("create_issue", {"title": title, "body": body})
|
||||||
|
|
||||||
|
def push_file(path: str, content: str, message: str = "", sha: str = "") -> dict:
|
||||||
|
"""Push/oppdater ein fil i Gitea. sha krevst ved oppdatering av eksisterande fil."""
|
||||||
|
return call_tool("push_file", {"path": path, "content": content, "message": message, "sha": sha})
|
||||||
|
|
||||||
|
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
# ADK FunctionTools — for bruk i agent.py
|
||||||
|
# ---------------------------------------------------------------------------
|
||||||
|
def get_all_function_tools() -> list:
|
||||||
|
"""Returner alle tools som ADK FunctionTool-liste for Jason."""
|
||||||
|
from google.adk.tools import FunctionTool
|
||||||
|
return [
|
||||||
|
FunctionTool(func=get_billing_summary),
|
||||||
|
FunctionTool(func=get_billing_forecast),
|
||||||
|
FunctionTool(func=get_billing_credits),
|
||||||
|
FunctionTool(func=get_billing_anomalies),
|
||||||
|
FunctionTool(func=get_billing_history),
|
||||||
|
FunctionTool(func=get_billing_budget),
|
||||||
|
FunctionTool(func=set_billing_budget),
|
||||||
|
FunctionTool(func=create_invite),
|
||||||
|
FunctionTool(func=list_customers),
|
||||||
|
FunctionTool(func=send_webhook),
|
||||||
|
FunctionTool(func=send_email),
|
||||||
|
FunctionTool(func=send_sms),
|
||||||
|
FunctionTool(func=get_notify_channels),
|
||||||
|
FunctionTool(func=run_jason),
|
||||||
|
FunctionTool(func=run_emma),
|
||||||
|
FunctionTool(func=get_health),
|
||||||
|
FunctionTool(func=get_build_status),
|
||||||
|
FunctionTool(func=get_state),
|
||||||
|
FunctionTool(func=get_telemetry),
|
||||||
|
FunctionTool(func=run_terminal),
|
||||||
|
FunctionTool(func=list_commits),
|
||||||
|
FunctionTool(func=get_file),
|
||||||
|
FunctionTool(func=list_open_issues),
|
||||||
|
FunctionTool(func=create_issue),
|
||||||
|
FunctionTool(func=push_file),
|
||||||
|
]
|
||||||
233
agents/core-logic/root_agent.py
Normal file
233
agents/core-logic/root_agent.py
Normal file
|
|
@ -0,0 +1,233 @@
|
||||||
|
#!/usr/bin/env python3
|
||||||
|
"""
|
||||||
|
agent.py — OSVauco OPAX agent (Jason Vauger).
|
||||||
|
opax_mcp_client er inlina direkte her for Vertex AI Agent Engine-kompatibilitet.
|
||||||
|
"""
|
||||||
|
|
||||||
|
import asyncio
|
||||||
|
import os
|
||||||
|
import logging
|
||||||
|
import uuid
|
||||||
|
import httpx
|
||||||
|
import google.auth
|
||||||
|
import google.auth.transport.requests
|
||||||
|
from typing import Literal
|
||||||
|
|
||||||
|
from google.adk.agents import Agent
|
||||||
|
from google.adk.tools import FunctionTool
|
||||||
|
from google.adk.runners import Runner
|
||||||
|
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||||
|
from google.genai import types
|
||||||
|
|
||||||
|
logger = logging.getLogger(__name__)
|
||||||
|
|
||||||
|
PROJECT_ID = os.environ.get("GOOGLE_CLOUD_PROJECT", "propane-will-491900-m5")
|
||||||
|
LOCATION = os.environ.get("GOOGLE_CLOUD_LOCATION", "global")
|
||||||
|
ORCHESTRATOR_MODEL = os.environ.get("ORCHESTRATOR_MODEL", "gemini-2.5-flash")
|
||||||
|
SUBAGENT_MODEL = os.environ.get("SUBAGENT_MODEL", "gemini-2.5-flash")
|
||||||
|
REASONING_MODEL = os.environ.get("REASONING_MODEL", "gemini-2.5-flash")
|
||||||
|
HEAVY_ORCHESTRATOR = os.environ.get("HEAVY_ORCHESTRATOR_MODEL", "gemini-2.5-pro")
|
||||||
|
HEAVY_SUBAGENT = os.environ.get("HEAVY_SUBAGENT_MODEL", "gemini-2.5-pro")
|
||||||
|
HEAVY_REASONING = os.environ.get("HEAVY_REASONING_MODEL", "gemini-2.5-flash")
|
||||||
|
BUDGET_LIGHT = float(os.environ.get("BUDGET_A_USD_PER_TASK", "1.0"))
|
||||||
|
BUDGET_HEAVY = float(os.environ.get("HEAVY_MODE_BUDGET_USD_PER_DAY", "3.0"))
|
||||||
|
HEAVY_MODE_ALLOWED_USERS = ["opax", "admin"]
|
||||||
|
Mode = Literal["light", "heavy"]
|
||||||
|
APP_NAME = "opax"
|
||||||
|
|
||||||
|
try:
|
||||||
|
from token_logger import log_token_usage, create_bq_table_if_not_exists
|
||||||
|
except ImportError:
|
||||||
|
def log_token_usage(*args, **kwargs): pass
|
||||||
|
def create_bq_table_if_not_exists(): pass
|
||||||
|
|
||||||
|
try:
|
||||||
|
import sys as _sys, pathlib as _pathlib
|
||||||
|
|
||||||
|
from token_budget import trim_context, route_model, TokenBudgetExceeded, budget_summary
|
||||||
|
except ImportError as _e:
|
||||||
|
def trim_context(history, system_prompt="", max_tokens=32000):
|
||||||
|
return history[-10:] if len(history) > 10 else history
|
||||||
|
def route_model(message, mode, flash_model, pro_model):
|
||||||
|
return flash_model if mode != "heavy" else pro_model
|
||||||
|
class TokenBudgetExceeded(Exception): pass
|
||||||
|
|
||||||
|
create_bq_table_if_not_exists()
|
||||||
|
|
||||||
|
_OPAX_MCP_URL = os.environ.get("MCP_SERVER_URL", "https://opax-mcp-zjbqp3prqq-uc.a.run.app")
|
||||||
|
_MCP_SECRET = os.environ.get("MCP_SECRET", "")
|
||||||
|
|
||||||
|
def _identity_token() -> str:
|
||||||
|
try:
|
||||||
|
resp = httpx.get(
|
||||||
|
f"http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/identity?audience={_OPAX_MCP_URL}&format=full",
|
||||||
|
headers={"Metadata-Flavor": "Google"}, timeout=5)
|
||||||
|
if resp.status_code == 200 and resp.text.strip():
|
||||||
|
return resp.text.strip()
|
||||||
|
except Exception:
|
||||||
|
pass
|
||||||
|
credentials, _ = google.auth.default()
|
||||||
|
credentials.refresh(google.auth.transport.requests.Request())
|
||||||
|
return credentials.token
|
||||||
|
|
||||||
|
def _mcp_headers() -> dict:
|
||||||
|
return {"Authorization": f"Bearer {_identity_token()}", "X-MCP-Secret": _MCP_SECRET, "Content-Type": "application/json"}
|
||||||
|
|
||||||
|
def _call_tool(tool: str, params: dict = None) -> dict:
|
||||||
|
resp = httpx.post(f"{_OPAX_MCP_URL}/tools/call", headers=_mcp_headers(), json={"tool": tool, "params": params or {}}, timeout=30)
|
||||||
|
resp.raise_for_status()
|
||||||
|
return resp.json()
|
||||||
|
|
||||||
|
def get_billing_summary() -> dict:
|
||||||
|
"""Hent billing-oversikt for OSVauco (GCP-kostnader, token-forbruk)."""
|
||||||
|
return _call_tool("get_billing_summary")
|
||||||
|
def get_billing_credits() -> dict:
|
||||||
|
"""Hent gjenværende GCP-kreditter og burn-rate."""
|
||||||
|
return _call_tool("get_billing_credits")
|
||||||
|
def get_billing_anomalies() -> dict:
|
||||||
|
"""Sjekk for kostnadanomalier og uventede spiker."""
|
||||||
|
return _call_tool("get_billing_anomalies")
|
||||||
|
def get_billing_history() -> dict:
|
||||||
|
"""Hent historisk kostnadsdata (90 dagar)."""
|
||||||
|
return _call_tool("get_billing_history")
|
||||||
|
def get_billing_budget() -> dict:
|
||||||
|
"""Hent gjeldande budsjett for OSVauco."""
|
||||||
|
return _call_tool("get_billing_budget")
|
||||||
|
def set_billing_budget(amount: float) -> dict:
|
||||||
|
"""Sett nytt budsjettgrense. amount er beløpet i USD."""
|
||||||
|
return _call_tool("set_billing_budget", {"amount": amount})
|
||||||
|
def create_invite(email: str, company: str = "", tier: str = "starter") -> dict:
|
||||||
|
"""Opprett invite-link for ny kunde. tier: starter | guard | shield | enterprise."""
|
||||||
|
return _call_tool("create_invite", {"email": email, "company": company, "tier": tier})
|
||||||
|
def list_customers() -> dict:
|
||||||
|
"""List alle onboardede kunder og systemtilstand."""
|
||||||
|
return _call_tool("list_customers")
|
||||||
|
def send_webhook(message: str, url: str = "", title: str = "OPAX varsel") -> dict:
|
||||||
|
"""Send webhook-varsling til Slack/Teams/Discord."""
|
||||||
|
return _call_tool("send_webhook", {"message": message, "url": url, "title": title})
|
||||||
|
def send_email(to: str, subject: str, body: str = "") -> dict:
|
||||||
|
"""Send e-post via SendGrid."""
|
||||||
|
return _call_tool("send_email", {"to": to, "subject": subject, "body": body})
|
||||||
|
def get_notify_channels() -> dict:
|
||||||
|
"""List konfigurerte varslingskanalar."""
|
||||||
|
return _call_tool("get_notify_channels")
|
||||||
|
def get_health() -> dict:
|
||||||
|
"""Sjekk helsestatus for OPAX-plattformen."""
|
||||||
|
return _call_tool("get_health")
|
||||||
|
def get_build_status() -> dict:
|
||||||
|
"""Hent status på siste Cloud Build-kjøring."""
|
||||||
|
return _call_tool("get_build_status")
|
||||||
|
def get_state() -> dict:
|
||||||
|
"""Hent gjeldande systemtilstand og agent-statistikk for OSVauco."""
|
||||||
|
return _call_tool("get_state")
|
||||||
|
def get_telemetry() -> dict:
|
||||||
|
"""Hent token-forbruk og ytingsdata per modul."""
|
||||||
|
return _call_tool("get_telemetry")
|
||||||
|
def run_terminal(command: str) -> dict:
|
||||||
|
"""Kjør whitelist-kommando i OPAX terminal. Gyldige: health, billing, build, logs, help."""
|
||||||
|
return _call_tool("run_terminal", {"command": command})
|
||||||
|
def list_commits(limit: int = 10) -> dict:
|
||||||
|
"""List siste commits i OSVauco-repoet på Gitea."""
|
||||||
|
return _call_tool("list_commits", {"limit": limit})
|
||||||
|
def get_file(path: str) -> dict:
|
||||||
|
"""Hent innhald i ein fil frå Gitea-repoet."""
|
||||||
|
return _call_tool("get_file", {"path": path})
|
||||||
|
def list_open_issues() -> dict:
|
||||||
|
"""List alle opne issues i OSVauco Gitea-repoet."""
|
||||||
|
return _call_tool("list_open_issues", {})
|
||||||
|
def create_issue(title: str, body: str = "") -> dict:
|
||||||
|
"""Opprett nytt issue i Gitea-repoet."""
|
||||||
|
return _call_tool("create_issue", {"title": title, "body": body})
|
||||||
|
def push_file(path: str, content: str, message: str = "", sha: str = "") -> dict:
|
||||||
|
"""Push/oppdater ein fil i Gitea."""
|
||||||
|
return _call_tool("push_file", {"path": path, "content": content, "message": message, "sha": sha})
|
||||||
|
|
||||||
|
OPAX_TOOLS = [
|
||||||
|
FunctionTool(func=get_billing_summary), FunctionTool(func=get_billing_credits),
|
||||||
|
FunctionTool(func=get_billing_anomalies), FunctionTool(func=get_billing_history),
|
||||||
|
FunctionTool(func=get_billing_budget), FunctionTool(func=set_billing_budget),
|
||||||
|
FunctionTool(func=create_invite), FunctionTool(func=list_customers),
|
||||||
|
FunctionTool(func=send_webhook), FunctionTool(func=send_email),
|
||||||
|
FunctionTool(func=get_notify_channels), FunctionTool(func=get_health),
|
||||||
|
FunctionTool(func=get_build_status), FunctionTool(func=get_state),
|
||||||
|
FunctionTool(func=get_telemetry), FunctionTool(func=run_terminal),
|
||||||
|
FunctionTool(func=list_commits), FunctionTool(func=get_file),
|
||||||
|
FunctionTool(func=list_open_issues), FunctionTool(func=create_issue),
|
||||||
|
FunctionTool(func=push_file),
|
||||||
|
]
|
||||||
|
|
||||||
|
def _normalize_mode(mode: str) -> str:
|
||||||
|
mapping = {"A": "light", "A+": "heavy", "light": "light", "heavy": "heavy"}
|
||||||
|
if mode not in mapping:
|
||||||
|
raise ValueError(f"Invalid mode '{mode}'. Must be 'light' or 'heavy'.")
|
||||||
|
return mapping[mode]
|
||||||
|
|
||||||
|
def authorize_mode(user_id: str, mode: str) -> None:
|
||||||
|
mode = _normalize_mode(mode)
|
||||||
|
if mode == "heavy" and user_id not in HEAVY_MODE_ALLOWED_USERS:
|
||||||
|
raise PermissionError(f"User '{user_id}' is not authorized for heavy mode.")
|
||||||
|
|
||||||
|
def get_models_for_mode(mode: Mode) -> dict:
|
||||||
|
if mode == "heavy":
|
||||||
|
return {"orchestrator": HEAVY_ORCHESTRATOR, "subagent": HEAVY_SUBAGENT, "reasoning": HEAVY_REASONING, "budget_usd": BUDGET_HEAVY}
|
||||||
|
return {"orchestrator": ORCHESTRATOR_MODEL, "subagent": SUBAGENT_MODEL, "reasoning": REASONING_MODEL, "budget_usd": BUDGET_LIGHT}
|
||||||
|
|
||||||
|
_INSTRUCTION_TEMPLATE = (
|
||||||
|
"Du er Jason Vauger — OPAX-agenten for Vauco AS. Modus: {mode}. Modell: {model}. "
|
||||||
|
"Du har tilgang til alle OPAX-tools via opax-mcp. "
|
||||||
|
"Når brukaren ber om data — KALL ALLTID rett tool før du svarar. "
|
||||||
|
"Svar på norsk (bokmål) med mindre annet er bedt om. "
|
||||||
|
"HITL: ikkje kjør terraform/deploy utan godkjenning frå Chris."
|
||||||
|
)
|
||||||
|
|
||||||
|
def build_agent(mode: str = "light", message: str = "") -> tuple:
|
||||||
|
mode = _normalize_mode(mode)
|
||||||
|
models = get_models_for_mode(mode)
|
||||||
|
actual_model = route_model(message=message, mode=mode, flash_model=ORCHESTRATOR_MODEL, pro_model=models["orchestrator"])
|
||||||
|
instruction = _INSTRUCTION_TEMPLATE.format(mode=mode, model=actual_model)
|
||||||
|
agent = Agent(model=actual_model, name="jason_vauger", description=f"Jason Vauger — OPAX enterprise agent [{mode}]", instruction=instruction, tools=OPAX_TOOLS)
|
||||||
|
return agent, actual_model, instruction
|
||||||
|
|
||||||
|
root_agent, _, _ = build_agent(mode="light")
|
||||||
|
|
||||||
|
async def _run_async(message: str, user_id: str, session_id: str, mode: str, caller_type: str = "agent") -> str:
|
||||||
|
mode = _normalize_mode(mode)
|
||||||
|
agent, actual_model, instruction = build_agent(mode=mode, message=message)
|
||||||
|
module_name = f"jason/{mode}"
|
||||||
|
try:
|
||||||
|
trim_context([types.Content(role="user", parts=[types.Part(text=message)])], system_prompt=instruction)
|
||||||
|
except TokenBudgetExceeded as e:
|
||||||
|
return f"⚠️ Token-budsjett overskredet: {e}"
|
||||||
|
session_service = InMemorySessionService()
|
||||||
|
session = await session_service.create_session(app_name=APP_NAME, user_id=user_id, session_id=session_id)
|
||||||
|
runner = Runner(agent=agent, app_name=APP_NAME, session_service=session_service)
|
||||||
|
new_message = types.Content(role="user", parts=[types.Part(text=message)])
|
||||||
|
final_text = ""
|
||||||
|
input_tokens = 0
|
||||||
|
output_tokens = 0
|
||||||
|
request_id = str(uuid.uuid4())
|
||||||
|
async for event in runner.run_async(user_id=user_id, session_id=session.id, new_message=new_message):
|
||||||
|
if event.is_final_response() and event.content and event.content.parts:
|
||||||
|
final_text = event.content.parts[0].text or ""
|
||||||
|
if hasattr(event, "usage_metadata") and event.usage_metadata:
|
||||||
|
um = event.usage_metadata
|
||||||
|
input_tokens += getattr(um, "prompt_token_count", 0) or 0
|
||||||
|
output_tokens += getattr(um, "candidates_token_count", 0) or 0
|
||||||
|
if input_tokens > 0 or output_tokens > 0:
|
||||||
|
log_token_usage(agent_name=module_name, model_name=actual_model, input_tokens=input_tokens, output_tokens=output_tokens, request_id=request_id, module_name=module_name, caller_type=caller_type, session_id=session_id)
|
||||||
|
return final_text
|
||||||
|
|
||||||
|
def run(message: str, user_id: str = "opax", session_id: str = "default", mode: str = "light", caller_type: str = "agent") -> str:
|
||||||
|
mode = _normalize_mode(mode)
|
||||||
|
authorize_mode(user_id, mode)
|
||||||
|
return asyncio.run(_run_async(message=message, user_id=user_id, session_id=session_id, mode=mode, caller_type=caller_type))
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
import sys
|
||||||
|
logging.basicConfig(level=logging.WARNING)
|
||||||
|
query = sys.argv[1] if len(sys.argv) > 1 else "Hva er OPAX?"
|
||||||
|
mode = sys.argv[2] if len(sys.argv) > 2 else "light"
|
||||||
|
caller_type = sys.argv[3] if len(sys.argv) > 3 else "cli"
|
||||||
|
print(f"Mode: {mode} | Query: {query}")
|
||||||
|
print("-" * 60)
|
||||||
|
print(run(message=query, user_id="opax", mode=mode, caller_type=caller_type))
|
||||||
Loading…
Reference in New Issue
Block a user