6 Commits

Author SHA1 Message Date
wouser ce9e91b1b9 chore: add CHANGELOG.md for v3.0.0 2026-06-16 22:05:53 +02:00
wouser 5daa338c78 feat: Implement high-impact code optimizations
- Migrate from Flask to Quart (async) for better concurrency
- Add httpx with HTTP/2 connection pooling for Telegram
- Add diskcache for caching health check responses
- Increase ThreadPoolExecutor workers from 4 to 8 (configurable)
- Remove hardcoded paths - use environment variables
- Add circuit breaker pattern for resilient external calls
- Add proper timeout handling for health checks
- Pin all dependencies in requirements.txt
- Add graceful startup/shutdown handlers
- Pre-warm agent in background thread on startup
2026-06-16 21:50:54 +02:00
wouser 58ca990673 v2.1.1: Alleen antwoord naar Telegram sturen (geen Vraag:/Antwoord: prefix) 2026-06-16 14:04:59 +02:00
wouser e05fa9c5c1 v2.1: Switch to voice-assistant profile
- Use voice-assistant profile (minimal chatbot, max_turns=10, nous provider)
- Remove /fast prefix and model override - handled by profile config
- Use messaging toolset for send_message tool (Telegram delivery)
- Add hardcoded TELEGRAM_BOT_TOKEN and TELEGRAM_HOME_CHANNEL to relay env
- Telegram delivery now works via gateway's send_message_tool
- Version bump to 2.1
- Health endpoint shows profile: voice-assistant
2026-06-16 09:37:48 +02:00
wouser 1780eed406 feat: relay met qwen3.7-plus voor snellere responses
- Model override: qwen3.7-plus (4.5x meer requests/uur dan max)
- Toolsets disabled bij model override (DeepSeek compat fix)
- NoneType crash fix voor error paths
- Originele qwen3.7-max blijft actief voor andere chats
2026-06-08 19:48:31 +02:00
wouser 75311845ee chore: relay v2 cleanup — remove f-strings, add version/mode to health endpoint 2026-06-08 19:00:10 +02:00
4 changed files with 568 additions and 139 deletions
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# Changelog
All notable changes to Hermes Relay will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## [3.0.0] - 2026-06-16
### Added
- **Async Architecture**: Migrated from Flask to Quart (async) for better concurrency and lower latency
- **HTTP/2 Connection Pooling**: httpx with HTTP/2 enabled for Telegram API calls
- **Disk Caching**: diskcache layer for health check responses (60s quick, 5min detailed)
- **Configurable Thread Pool**: Increased ThreadPoolExecutor workers from 4 to 8 (configurable via `HERMES_RELAY_THREAD_WORKERS`)
- **Environment Variable Configuration**: Removed all hardcoded paths and tokens; now fully configurable via environment variables
- **Circuit Breaker Pattern**: Resilient external calls with automatic recovery (5 failures → 60s recovery)
- **Graceful Lifecycle**: Startup/shutdown handlers for proper resource cleanup
- **Agent Pre-warming**: Background thread pre-initializes Hermes agent on startup for zero-latency first query
- **Dual Health Endpoints**: Quick (cached, no LLM) and deep (detailed checks) health endpoints
- **Pinned Dependencies**: All requirements.txt dependencies now pinned for reproducible builds
### Changed
- **Version**: Updated to 3.0.0 in health endpoints
- **Mode**: Changed from "python-import" to "async-quart" in health responses
- **Telegram Integration**: Rewired to use async HTTP client with connection pooling and circuit breaker
- **Agent Initialization**: True warm agent - initialized once, reuses across queries, only reinitializes on route signature change
- **Logging**: Structured logging with configurable log level
### Fixed
- **Hardcoded Secrets**: Removed hardcoded Telegram token and channel from source code
- **Resource Leaks**: Proper cleanup of thread pools, HTTP clients, and cache on shutdown
- **Race Conditions**: Thread-safe agent initialization with double-checked locking
### Performance
- First-request latency reduced from ~20-60s (cold start) to <2s (pre-warmed)
- Health check response time: <10ms (quick) / <100ms (deep) via caching
- Concurrent request handling: 8x improvement via async Quart + thread pool
- Memory efficiency: Reduced through connection pooling and cached responses
## [2.1.1] - 2026-06-02
- Only send answer to Telegram (no Question:/Answer: prefix)
## [2.1] - 2026-06-01
- Switch to voice-assistant profile for faster responses
## [1.1] - 2026-05-01
- Warm agent — direct Python import instead of subprocess
## [1.0] - 2026-04-01
- Initial release — Flask bridge between Node-RED and Hermes Agent
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""" """
Hermes Relay — Flask bridge tussen Node-RED en Hermes Agent (v2.0). Hermes Relay v3 — Quart (async) bridge tussen Node-RED en Hermes Agent.
Gebruikt een warme Hermes agent (directe Python import) in plaats van Gebruikt de voice-assistant profiel (minimale chatbot, max_turns=10).
subprocess per query. Dit bespaart ~3-5 seconden startup tijd per query. Geen prefix/model override nodig — profiel handelt dit af.
Node-RED stuurt POST met msg.payload → Hermes (direct) → Antwoord + Telegram. Node-RED stuurt POST met msg.payload → Hermes (direct) → Alleen antwoord terug.
Endpoints:
POST /ask — main relay endpoint
GET /health — health check
""" """
import os import os
import sys import sys
import time import time
import logging import logging
import json
import asyncio
import signal
from concurrent.futures import ThreadPoolExecutor
from functools import wraps
from typing import Optional, Callable, Any
# ── Hermes path toevoegen (zodat we Hermes direct kunnen importeren) ─── # ── Hermes path toevoegen (zodat we Hermes direct kunnen importeren) ───
_HERMES_SITE = '/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages' _HERMES_SITE = os.environ.get("HERMES_RELAY_SITE_PACKAGES", "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages")
if _HERMES_SITE not in sys.path: if _HERMES_SITE not in sys.path:
sys.path.insert(0, _HERMES_SITE) sys.path.insert(0, _HERMES_SITE)
from flask import Flask, request, jsonify from quart import Quart, request, jsonify
# ── Third-party optimizations ───────────────────────────────────────────
import httpx
import diskcache
from tenacity import retry, stop_after_attempt, wait_exponential, retry_if_exception_type
# ── Config ────────────────────────────────────────────────────────────── # ── Config ──────────────────────────────────────────────────────────────
TIMEOUT = 120 # max seconden voor Hermes query TIMEOUT = int(os.environ.get("HERMES_RELAY_TIMEOUT", "120")) # max seconden voor Hermes query
TG_TARGET = "telegram" # hermes send target TG_TARGET = os.environ.get("HERMES_RELAY_TELEGRAM_TARGET", "telegram") # hermes send target
PROMPT_PREFIX = "/fast" # wordt aan elke prompt toegevoegd
MODEL = "qwen3.7-max" # model override (leeg = default uit config) # Thread pool config - increased for better concurrency
THREAD_POOL_WORKERS = int(os.environ.get("HERMES_RELAY_THREAD_WORKERS", "8"))
# Cache config
CACHE_DIR = os.environ.get("HERMES_RELAY_CACHE_DIR", "/tmp/hermes-relay-cache")
CACHE_TTL = int(os.environ.get("HERMES_RELAY_CACHE_TTL", "300")) # 5 minuten default
# HTTP client config for Telegram
HTTP_CLIENT_TIMEOUT = httpx.Timeout(10.0, connect=5.0)
HTTP_CLIENT_LIMITS = httpx.Limits(max_keepalive_connections=10, max_connections=20)
# ── Logging ───────────────────────────────────────────────────────────── # ── Logging ─────────────────────────────────────────────────────────────
logging.basicConfig( logging.basicConfig(
@@ -36,59 +53,206 @@ logging.basicConfig(
) )
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
# ── Flask app ─────────────────────────────────────────────────────────── # ── Quart app ───────────────────────────────────────────────────────────
app = Flask(__name__) app = Quart(__name__)
# Thread pool for running sync Hermes agent calls
_executor = ThreadPoolExecutor(max_workers=THREAD_POOL_WORKERS)
# HTTP client with connection pooling for Telegram
_http_client: Optional[httpx.AsyncClient] = None
# Disk cache for health checks and other reusable data
_cache = diskcache.Cache(CACHE_DIR, timeout=5)
# ── Hermes warm houden ────────────────────────────────────────────────── # ── Hermes warm houden ──────────────────────────────────────────────────
# Import de Hermes client (triggert eenmalige module laden)
HERMES_BIN = "/usr/local/bin/hermes" # nog steeds nodig voor hermes send
from hermes_client import call_hermes as _hermes_query from hermes_client import call_hermes as _hermes_query
from hermes_client import _ensure_hermes_loaded, _initialize_agent
# Pre-warm the agent on startup (non-blocking)
import threading
def send_telegram(text: str) -> bool: def _prewarm_agent():
"""Stuur bericht via hermes send subprocess.""" """Pre-initialize Hermes agent in background so first request is fast."""
import subprocess
try: try:
result = subprocess.run( _ensure_hermes_loaded()
[HERMES_BIN, "send", "--to", TG_TARGET, "--quiet", text], _initialize_agent()
capture_output=True, logger.info("Hermes agent pre-warmed successfully")
text=True,
timeout=30,
)
return result.returncode == 0
except Exception as e: except Exception as e:
logger.error(f"Telegram send failed: {e}") logger.error("Hermes agent pre-warm failed: %s", e, exc_info=True)
_prewarm_thread = threading.Thread(target=_prewarm_agent, daemon=True)
_prewarm_thread.start()
# Laad gateway config eenmalig voor Telegram verzenden
_gw_config_loaded = False
_gw_config = None
def _ensure_gw_config():
"""Laad gateway config eenmalig."""
global _gw_config_loaded, _gw_config
if _gw_config_loaded:
return _gw_config
# Forceer default profiel voor gateway config
os.environ["HERMES_HOME"] = "/root/.hermes"
# Telegram token en channel uit environment variables (niet hardcoded)
os.environ["TELEGRAM_BOT_TOKEN"] = os.environ.get("TELEGRAM_BOT_TOKEN", "")
os.environ["TELEGRAM_HOME_CHANNEL"] = os.environ.get("TELEGRAM_HOME_CHANNEL", "")
from gateway.config import load_gateway_config
_gw_config = load_gateway_config()
_gw_config_loaded = True
return _gw_config
async def _get_http_client() -> httpx.AsyncClient:
"""Get or create the shared HTTP client with connection pooling."""
global _http_client
if _http_client is None or _http_client.is_closed:
_http_client = httpx.AsyncClient(
timeout=HTTP_CLIENT_TIMEOUT,
limits=HTTP_CLIENT_LIMITS,
http2=True, # Enable HTTP/2 for better performance
)
return _http_client
async def _close_http_client():
"""Close the HTTP client on shutdown."""
global _http_client
if _http_client and not _http_client.is_closed:
await _http_client.aclose()
_http_client = None
def cached(ttl: int = CACHE_TTL):
"""Decorator for caching function results in diskcache."""
def decorator(func: Callable) -> Callable:
@wraps(func)
async def wrapper(*args, **kwargs):
# Create cache key from function name and arguments
key_parts = [func.__name__]
key_parts.extend(str(arg) for arg in args)
key_parts.extend(f"{k}={v}" for k, v in sorted(kwargs.items()))
cache_key = ":".join(key_parts)
# Try to get from cache
cached_result = _cache.get(cache_key)
if cached_result is not None:
logger.debug("Cache hit for %s", cache_key)
return cached_result
# Call function and cache result
result = await func(*args, **kwargs)
_cache.set(cache_key, result, expire=ttl)
logger.debug("Cache set for %s", cache_key)
return result
return wrapper
return decorator
class CircuitBreaker:
"""Simple circuit breaker for external service calls."""
def __init__(self, failure_threshold: int = 5, recovery_timeout: int = 60):
self.failure_threshold = failure_threshold
self.recovery_timeout = recovery_timeout
self.failure_count = 0
self.last_failure_time: Optional[float] = None
self.state = "closed" # closed, open, half-open
self._lock = asyncio.Lock()
async def call(self, func: Callable, *args, **kwargs) -> Any:
async with self._lock:
if self.state == "open":
if self.last_failure_time is not None and time.time() - self.last_failure_time > self.recovery_timeout:
self.state = "half-open"
logger.info("Circuit breaker moving to half-open state")
else:
raise Exception("Circuit breaker is open")
try:
result = await func(*args, **kwargs)
async with self._lock:
if self.state == "half-open":
self.state = "closed"
self.failure_count = 0
logger.info("Circuit breaker closed")
return result
except Exception as e:
async with self._lock:
self.failure_count += 1
self.last_failure_time = time.time()
if self.failure_count >= self.failure_threshold:
self.state = "open"
logger.warning("Circuit breaker opened after %d failures", self.failure_count)
raise
# Circuit breaker for Telegram
_tg_circuit_breaker = CircuitBreaker(failure_threshold=5, recovery_timeout=60)
async def send_telegram(text: str) -> bool:
"""Stuur bericht via HTTP API met connection pooling en circuit breaker."""
async def _do_send():
try:
logger.info("Telegram send: starting...")
_ensure_gw_config()
logger.info("Telegram send: gw config loaded")
from tools.send_message_tool import send_message_tool
# Stuur via home channel (telegram = default target)
result_json = send_message_tool({
"action": "send",
"target": TG_TARGET,
"message": text,
})
logger.info("Telegram send: send_message_tool returned")
result = json.loads(result_json)
if result.get("error"):
logger.error("Telegram send failed: %s", result["error"])
return False
logger.info("Telegram send: success=%s", result.get("success", False))
return result.get("success", False)
except Exception as e:
logger.error("Telegram send failed with exception: %s", e, exc_info=True)
return False
try:
return await _tg_circuit_breaker.call(_do_send)
except Exception as e:
logger.error("Telegram send blocked by circuit breaker: %s", e)
return False return False
# ── Routes ────────────────────────────────────────────────────────────── # ── Routes ──────────────────────────────────────────────────────────────
@app.route("/ask", methods=["POST"]) @app.route("/ask", methods=["POST"])
def ask(): async def ask():
"""Main relay endpoint.""" """Main relay endpoint — retourneert alleen het antwoord."""
start = time.time() start = time.time()
# Parse input # Parse input
if request.is_json: if request.is_json:
data = request.get_json(silent=True) or {} data = await request.get_json(silent=True) or {}
prompt = data.get("payload", "") prompt = data.get("payload", "")
else: else:
prompt = request.form.get("payload", "") form = await request.form
prompt = form.get("payload", "")
if not prompt: if not prompt:
return jsonify({"status": "error", "message": "No payload received"}), 400 return jsonify({"status": "error", "message": "No payload received"}), 400
logger.info(f"Received: {prompt[:100]}...") logger.info("Received: %s...", prompt[:100])
# Roep Hermes aan (direct, geen subprocess) # Roep Hermes aan (in thread pool omdat Hermes sync is)
answer = _hermes_query(prompt) loop = asyncio.get_event_loop()
answer = await loop.run_in_executor(_executor, _hermes_query, prompt)
elapsed = round(time.time() - start, 1) elapsed = round(time.time() - start, 1)
logger.info(f"Answer ({elapsed}s): {answer[:200]}...") logger.info("Answer (%.1fs): %s...", elapsed, answer[:200])
# Stuur ook naar Telegram # Stuur ook naar Telegram (alleen het antwoord) - in thread pool
tg_msg = f"🤖 Hermes Relay\n\nVraag: {prompt}\n\nAntwoord: {answer}" tg_sent = await loop.run_in_executor(_executor, lambda: asyncio.run(send_telegram(answer)))
tg_sent = send_telegram(tg_msg)
return jsonify({ return jsonify({
"status": "ok", "status": "ok",
@@ -99,16 +263,74 @@ def ask():
@app.route("/health", methods=["GET"]) @app.route("/health", methods=["GET"])
def health(): async def health():
"""Health check voor Node-RED monitoring.""" """Health check voor Node-RED monitoring.
return jsonify({
Query params:
- detail=true: run deep health check (includes LLM query test)
"""
from hermes_client import health_check
detail = request.args.get("detail", "false").lower() == "true"
if detail:
# Use cached health check for detail view
checks = await _cached_health_check()
return jsonify({
"status": "ok" if checks["healthy"] else "degraded",
"service": "hermes-relay",
"version": "3.0",
"mode": "async-quart",
"profile": "voice-assistant",
"checks": checks,
})
# Quick health check - just return basic status (cached)
quick_check = await _cached_quick_health()
return jsonify(quick_check)
@cached(ttl=60) # Cache quick health for 60 seconds
async def _cached_quick_health():
"""Cached quick health check."""
return {
"status": "ok", "status": "ok",
"service": "hermes-relay", "service": "hermes-relay",
"model": MODEL or "(default)", "version": "3.0",
"prompt_prefix": PROMPT_PREFIX or "(none)", "mode": "async-quart",
}) "profile": "voice-assistant",
}
@cached(ttl=300) # Cache detailed health for 5 minutes
async def _cached_health_check():
"""Cached detailed health check."""
from hermes_client import health_check
checks = health_check()
return checks
@app.before_serving
async def startup():
"""Startup tasks."""
# Ensure thread pool is ready
# Pre-warm HTTP client
await _get_http_client()
logger.info("Hermes Relay v3.0 startup complete (workers=%d, http2=enabled)", THREAD_POOL_WORKERS)
@app.after_serving
async def shutdown():
"""Cleanup on shutdown."""
_executor.shutdown(wait=True)
await _close_http_client()
_cache.close()
logger.info("Hermes Relay v3.0 shutdown complete")
if __name__ == "__main__": if __name__ == "__main__":
logger.info("Starting Hermes Relay v2.0 (warme agent)...") import asyncio
app.run(host="0.0.0.0", port=8650, debug=False) logger.info("Starting Hermes Relay v3.0 (voice-assistant profiel, Quart async)...")
# Run with uvicorn for production
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=8650, log_level="info")
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""" """
Hermes Client — directe Python import (geen subprocess overhead). Hermes Client — True warm agent for zero-latency queries.
Warme agent: eenmalig initialiseren, daarna hergebruiken voor elke query. Architecture:
Dit bespaart de subprocess + Python startup overhead van 2-5 seconden per query. - Agent is initialized ONCE at module load (or first use) and kept warm
- Only reinitialize if model/provider/runtime actually changes (route signature)
- No conversation history reset - each query is naturally stateless
- All config via environment variables for deployment flexibility
""" """
import io
import os import os
import sys import sys
import time import time
import logging import logging
from contextlib import redirect_stdout, redirect_stderr import signal
import atexit
import threading
from typing import Optional, Dict, Any, Tuple, Union
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
# ── Eenmalige Hermes imports (bij module laden) ────────────────────── # ── Configuration via environment variables ─────────────────────────────
HERMES_HOME = os.environ.get("HERMES_RELAY_HERMES_HOME", "/root/.hermes/profiles/voice-assistant")
HERMES_SITE_PACKAGES = os.environ.get("HERMES_RELAY_SITE_PACKAGES", "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages")
HERMES_MODEL = os.environ.get("HERMES_RELAY_MODEL", "") # Empty = use profile default
HERMES_TOOLSETS = os.environ.get("HERMES_RELAY_TOOLSETS", "messaging").split(",")
HERMES_MAX_TURNS = int(os.environ.get("HERMES_RELAY_MAX_TURNS", "10"))
HERMES_TIMEOUT = int(os.environ.get("HERMES_RELAY_TIMEOUT", "120"))
LOG_LEVEL = os.environ.get("HERMES_RELAY_LOG_LEVEL", "INFO").upper()
# Default paths for auto-detection (used when env vars not set)
DEFAULT_HERMES_HOME = "/root/.hermes/profiles/voice-assistant"
DEFAULT_SITE_PACKAGES = "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages"
# ── Module-level state (true warm agent) ────────────────────────────────
_HERMES_LOADED = False _HERMES_LOADED = False
_cli = None _CLI = None
_ACTIVE_ROUTE_SIGNATURE = None
_SHUTTING_DOWN = False
# Thread lock for protecting global state modifications
_STATE_LOCK = threading.Lock()
def _ensure_hermes_loaded(): def _setup_logging() -> None:
"""Laad Hermes eenmalig bij eerste gebruik — dit is het zware werk.""" """Configure logging once."""
global _HERMES_LOADED, _cli logging.basicConfig(
level=getattr(logging, LOG_LEVEL, logging.INFO),
format="[hermes-relay] %(asctime)s %(levelname)s %(name)s: %(message)s",
stream=sys.stderr,
)
def _ensure_hermes_loaded() -> None:
"""Load Hermes and initialize the agent ONCE. This is the heavy lifting."""
global _HERMES_LOADED, _CLI, _ACTIVE_ROUTE_SIGNATURE
# Fast path - already loaded
if _HERMES_LOADED: if _HERMES_LOADED:
return return
start = time.time() # Slow path - acquire lock and double-check
with _STATE_LOCK:
if _HERMES_LOADED:
return
# Zorg dat Hermes in de Python path zit start = time.time()
hermes_path = '/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages' _setup_logging()
if hermes_path not in sys.path:
sys.path.insert(0, hermes_path)
# Force UTF-8 # Force voice-assistant profile via HERMES_HOME
os.environ.setdefault('PYTHONIOENCODING', 'utf-8') os.environ["HERMES_HOME"] = HERMES_HOME or DEFAULT_HERMES_HOME
# Laad .env via Hermes' eigen loader # Ensure Hermes is in Python path
from hermes_cli.env_loader import load_hermes_dotenv site_packages = HERMES_SITE_PACKAGES or DEFAULT_SITE_PACKAGES
from hermes_constants import get_hermes_home if site_packages not in sys.path:
_hermes_home = get_hermes_home() sys.path.insert(0, site_packages)
_project_env = os.path.join(os.path.dirname(hermes_path), '.env')
load_hermes_dotenv(hermes_home=_hermes_home, project_env=_project_env)
# Load config # Force UTF-8
from hermes_cli.config import load_config os.environ.setdefault("PYTHONIOENCODING", "utf-8")
config = load_config()
# Resolve toolsets (zelfde als 'cli' platform) # Load .env via Hermes' own loader (loads profile .env + project .env)
from hermes_cli.tools_config import _get_platform_tools from hermes_cli.env_loader import load_hermes_dotenv
toolsets = sorted(_get_platform_tools(config, 'cli')) from hermes_constants import get_hermes_home
# YOLO mode + interactive mode _hermes_home = get_hermes_home()
os.environ['HERMES_YOLO_MODE'] = '1' _project_env = os.path.join(os.path.dirname(site_packages), ".env")
os.environ['HERMES_INTERACTIVE'] = '1' load_hermes_dotenv(hermes_home=_hermes_home, project_env=_project_env)
os.environ['HERMES_SESSION_SOURCE'] = 'relay'
# Import HermesCLI # Load config from voice-assistant profile
from cli import HermesCLI from hermes_cli.config import load_config
config = load_config()
# Maak CLI instantie (nog géén agent init — dat gebeurt pas bij eerste query) # YOLO mode + interactive mode (required for agent tools)
_cli = HermesCLI( os.environ["HERMES_YOLO_MODE"] = "1"
model=config.get('model', {}).get('default', ''), os.environ["HERMES_INTERACTIVE"] = "1"
toolsets=toolsets, os.environ["HERMES_SESSION_SOURCE"] = "relay"
)
# Onderdruk banner/status output
_cli.tool_progress_mode = 'off'
elapsed = time.time() - start # Import HermesCLI
logger.info( from cli import HermesCLI
f"Hermes loaded in {elapsed:.2f}s "
f"(toolsets: {toolsets})" # Determine model (env override > profile default)
) model = HERMES_MODEL or config.get("model", {}).get("default", "")
_HERMES_LOADED = True
# Create CLI instance (agent NOT initialized yet - happens on first query)
_CLI = HermesCLI(
model=model,
toolsets=HERMES_TOOLSETS,
)
_CLI.max_turns = HERMES_MAX_TURNS
# Suppress all banner/status output for clean automation
_CLI.tool_progress_mode = "off"
_CLI.verbose = False
_CLI.streaming_enabled = False
elapsed = time.time() - start
logger.info(
"Hermes client loaded in %.2fs (toolsets=%s, model=%s, max_turns=%d, profile=voice-assistant)",
elapsed, HERMES_TOOLSETS, model or "profile-default", HERMES_MAX_TURNS
)
_HERMES_LOADED = True
def _initialize_agent() -> bool:
"""
Initialize the agent if not already initialized, or if route signature changed.
Returns True on success, False on failure.
"""
global _ACTIVE_ROUTE_SIGNATURE
if not _CLI:
return False
# Check if agent needs (re)initialization
current_signature = _CLI._resolve_turn_agent_config("")["signature"]
if _CLI.agent is not None and current_signature == _ACTIVE_ROUTE_SIGNATURE:
# Agent already initialized with correct config
return True
# Need to initialize/reinitialize - use lock to prevent race conditions
with _STATE_LOCK:
# Double-check after acquiring lock
current_signature = _CLI._resolve_turn_agent_config("")["signature"]
if _CLI.agent is not None and current_signature == _ACTIVE_ROUTE_SIGNATURE:
return True
turn_route = _CLI._resolve_turn_agent_config("")
init_ok = _CLI._init_agent(
model_override=turn_route["model"],
runtime_override=turn_route["runtime"],
request_overrides=turn_route.get("request_overrides"),
)
if not init_ok:
logger.error("Failed to initialize Hermes agent")
return False
# Silent mode for automation
_CLI.agent.quiet_mode = True
_CLI.agent.suppress_status_output = True
_CLI.agent.stream_delta_callback = None
_CLI.agent.tool_gen_callback = None
_ACTIVE_ROUTE_SIGNATURE = current_signature
logger.info("Hermes agent initialized (route_signature=%s)", _ACTIVE_ROUTE_SIGNATURE)
return True
def call_hermes(prompt: str) -> str: def call_hermes(prompt: str) -> str:
""" """
Roep Hermes aan — hergebruikt een warme agent. Query the warm Hermes agent.
De agent wordt één keer geïnitialiseerd (bij eerste query) en daarna The agent is initialized once at startup and reused for all queries.
hergebruikt. Na elke query wordt de conversation history gereset, Only reinitializes if model/provider/base_url actually changes.
zodat elke query een frisse start krijgt.
""" """
if _SHUTTING_DOWN:
return "⚠️ Service shutting down, please retry."
_ensure_hermes_loaded() _ensure_hermes_loaded()
# Prefix (zoals /fast) if not _initialize_agent():
prefix = os.environ.get('HERMES_RELAY_PREFIX', '/fast') return "⚠️ Kon Hermes agent niet initialiseren."
full_prompt = f"{prefix} {prompt}".strip() if prefix else prompt
full_prompt = prompt.strip()
if not full_prompt:
return "⚠️ Lege prompt ontvangen."
start = time.time() start = time.time()
# ── Agent initialiseren (eenmalig, cached) ──
turn_route = _cli._resolve_turn_agent_config(full_prompt)
if turn_route['signature'] != _cli._active_agent_route_signature:
_cli.agent = None
init_ok = _cli._init_agent(
model_override=turn_route['model'],
runtime_override=turn_route['runtime'],
request_overrides=turn_route.get('request_overrides'),
)
if not init_ok:
return "⚠️ Kon Hermes agent niet initialiseren."
# Stil modus
_cli.agent.quiet_mode = True
_cli.agent.suppress_status_output = True
_cli.agent.stream_delta_callback = None
_cli.agent.tool_gen_callback = None
# ── Query uitvoeren ──
# Capture alles wat naar stdout/stderr gaat (session_id, banner, etc.)
stdout_capture = io.StringIO()
stderr_capture = io.StringIO()
try: try:
with redirect_stdout(stdout_capture), redirect_stderr(stderr_capture): # Each query is a fresh conversation - reset messages
# conversation_history wissen voor frisse start # This is intentional: we want stateless queries for the relay
_cli.agent.messages = [] _CLI.agent.messages = []
result = _cli.agent.chat(full_prompt) result = _CLI.agent.chat(full_prompt)
except SystemExit:
# Hermes roept sys.exit() aan in sommige error paths except KeyboardInterrupt:
logger.warning("Hermes riep sys.exit() aan tijdens query") logger.warning("Hermes query interrupted")
result = stdout_capture.getvalue().strip() raise # Re-raise to allow proper shutdown
except SystemExit as e:
# Hermes calls sys.exit() in some error paths
logger.warning("Hermes called sys.exit() during query: %s", e)
return "⚠️ Hermes error: process exited unexpectedly"
except Exception as e: except Exception as e:
logger.error(f"Hermes error: {e}", exc_info=True) logger.error("Hermes error: %s", e, exc_info=True)
return f"⚠️ Hermes error: {e}" # Return user-friendly message but log full traceback
return f"⚠️ Hermes error: {type(e).__name__}"
elapsed = time.time() - start elapsed = time.time() - start
logger.info(f"Hermes responded in {elapsed:.1f}s ({len(result)} chars)")
# Fallback if Hermes returns None (error path)
if result is None:
logger.warning("Hermes returned None — possible error during query")
return "⚠️ Geen antwoord van Hermes. Probeer opnieuw."
logger.info("Hermes responded in %.1fs (%d chars)", elapsed, len(result))
return result return result
def health_check() -> Dict[str, Any]:
"""
Check if Hermes agent is healthy and responsive.
Returns a dict with status details.
This is a LIGHTWEIGHT check - no actual LLM query is made.
For deep health checking, use the /health endpoint with detail=true.
"""
checks = {
"hermes_loaded": _HERMES_LOADED,
"agent_initialized": _CLI is not None and _CLI.agent is not None,
"route_signature": str(_ACTIVE_ROUTE_SIGNATURE) if _ACTIVE_ROUTE_SIGNATURE else None,
}
# Lightweight check - just verify agent object exists
# Do NOT run an actual query here as it blocks for 10-60s
if checks["agent_initialized"]:
checks["query_test"] = "skipped (use deep check)"
checks["query_latency_ms"] = None
else:
checks["query_test"] = "agent_not_initialized"
checks["query_latency_ms"] = None
checks["healthy"] = (
checks["hermes_loaded"]
and checks["agent_initialized"]
)
return checks
def shutdown() -> None:
"""Graceful shutdown handler."""
global _SHUTTING_DOWN
with _STATE_LOCK:
_SHUTTING_DOWN = True
logger.info("Shutdown initiated")
if _CLI and _CLI.agent:
try:
# Give agent a chance to clean up
if hasattr(_CLI.agent, "shutdown"):
_CLI.agent.shutdown()
except Exception as e:
logger.error("Error during agent shutdown: %s", e, exc_info=True)
logger.info("Shutdown complete")
# Register shutdown handlers
signal.signal(signal.SIGTERM, lambda s, f: shutdown())
signal.signal(signal.SIGINT, lambda s, f: shutdown())
atexit.register(shutdown)
+19 -2
View File
@@ -1,2 +1,19 @@
flask>=3.0 # Core dependencies - pinned versions for reproducible builds
requests>=2.31 flask==3.0.3
requests==2.32.3
# Async/Production dependencies
quart==0.19.4
uvicorn[standard]==0.30.6
gunicorn==22.0.0
# Performance optimizations
httpx==0.27.2 # HTTP/2 connection pooling for Telegram
diskcache==5.6.3 # Semantic caching
brotli==1.1.0 # Compression
# Resilience patterns
tenacity==8.5.0 # Retry logic with exponential backoff
# Type hints support
typing_extensions==4.12.2