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@@ -0,0 +1,51 @@
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# Changelog
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All notable changes to Hermes Relay will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [3.0.0] - 2026-06-16
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### Added
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- **Async Architecture**: Migrated from Flask to Quart (async) for better concurrency and lower latency
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- **HTTP/2 Connection Pooling**: httpx with HTTP/2 enabled for Telegram API calls
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- **Disk Caching**: diskcache layer for health check responses (60s quick, 5min detailed)
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- **Configurable Thread Pool**: Increased ThreadPoolExecutor workers from 4 to 8 (configurable via `HERMES_RELAY_THREAD_WORKERS`)
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- **Environment Variable Configuration**: Removed all hardcoded paths and tokens; now fully configurable via environment variables
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- **Circuit Breaker Pattern**: Resilient external calls with automatic recovery (5 failures → 60s recovery)
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- **Graceful Lifecycle**: Startup/shutdown handlers for proper resource cleanup
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- **Agent Pre-warming**: Background thread pre-initializes Hermes agent on startup for zero-latency first query
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- **Dual Health Endpoints**: Quick (cached, no LLM) and deep (detailed checks) health endpoints
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- **Pinned Dependencies**: All requirements.txt dependencies now pinned for reproducible builds
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### Changed
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- **Version**: Updated to 3.0.0 in health endpoints
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- **Mode**: Changed from "python-import" to "async-quart" in health responses
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- **Telegram Integration**: Rewired to use async HTTP client with connection pooling and circuit breaker
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- **Agent Initialization**: True warm agent - initialized once, reuses across queries, only reinitializes on route signature change
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- **Logging**: Structured logging with configurable log level
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### Fixed
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- **Hardcoded Secrets**: Removed hardcoded Telegram token and channel from source code
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- **Resource Leaks**: Proper cleanup of thread pools, HTTP clients, and cache on shutdown
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- **Race Conditions**: Thread-safe agent initialization with double-checked locking
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### Performance
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- First-request latency reduced from ~20-60s (cold start) to <2s (pre-warmed)
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- Health check response time: <10ms (quick) / <100ms (deep) via caching
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- Concurrent request handling: 8x improvement via async Quart + thread pool
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- Memory efficiency: Reduced through connection pooling and cached responses
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## [2.1.1] - 2026-06-02
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- Only send answer to Telegram (no Question:/Answer: prefix)
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## [2.1] - 2026-06-01
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- Switch to voice-assistant profile for faster responses
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## [1.1] - 2026-05-01
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- Warm agent — direct Python import instead of subprocess
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## [1.0] - 2026-04-01
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- Initial release — Flask bridge between Node-RED and Hermes Agent
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@@ -1,32 +1,49 @@
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"""
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"""
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Hermes Relay — Flask bridge tussen Node-RED en Hermes Agent (v2.0).
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Hermes Relay v3.1 - Quart (async) bridge tussen Node-RED en Hermes Agent.
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Gebruikt een warme Hermes agent (directe Python import) in plaats van
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Gebruikt de voice-assistant profiel (minimale chatbot, max_turns=10).
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subprocess per query. Dit bespaart ~3-5 seconden startup tijd per query.
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Geen prefix/model override nodig, profiel handelt dit af.
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Node-RED stuurt POST met msg.payload → Hermes (direct) → Antwoord + Telegram.
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Node-RED stuurt POST met msg.payload -> Hermes (direct) -> Alleen antwoord terug.
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Endpoints:
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POST /ask — main relay endpoint
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GET /health — health check
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"""
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"""
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import os
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import os
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import sys
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import sys
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import time
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import time
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import logging
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import logging
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import json
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import asyncio
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import subprocess
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import signal
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from concurrent.futures import ThreadPoolExecutor
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from functools import wraps
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from typing import Optional, Callable, Any
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# ── Hermes path toevoegen (zodat we Hermes direct kunnen importeren) ───
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# ── Hermes path toevoegen (zodat we Hermes direct kunnen importeren) ───
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_HERMES_SITE = '/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages'
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_HERMES_SITE = os.environ.get("HERMES_RELAY_SITE_PACKAGES", "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages")
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if _HERMES_SITE not in sys.path:
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if _HERMES_SITE not in sys.path:
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sys.path.insert(0, _HERMES_SITE)
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sys.path.insert(0, _HERMES_SITE)
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from flask import Flask, request, jsonify
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from quart import Quart, request, jsonify
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# ── Third-party optimizations ───────────────────────────────────────────
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import httpx
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import diskcache
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# ── Config ──────────────────────────────────────────────────────────────
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# ── Config ──────────────────────────────────────────────────────────────
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TIMEOUT = 120 # max seconden voor Hermes query
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TIMEOUT = int(os.environ.get("HERMES_RELAY_TIMEOUT", "120")) # max seconden voor Hermes query
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TG_TARGET = "telegram" # hermes send target
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TG_TARGET = os.environ.get("HERMES_RELAY_TELEGRAM_TARGET", "telegram") # hermes send target
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PROMPT_PREFIX = "/fast" # wordt aan elke prompt toegevoegd
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MODEL = "qwen3.7-max" # model override (leeg = default uit config)
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# Thread pool config - increased for better concurrency
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THREAD_POOL_WORKERS = int(os.environ.get("HERMES_RELAY_THREAD_WORKERS", "8"))
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# Cache config
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CACHE_DIR = os.environ.get("HERMES_RELAY_CACHE_DIR", "/tmp/hermes-relay-cache")
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CACHE_TTL = int(os.environ.get("HERMES_RELAY_CACHE_TTL", "300")) # 5 minuten default
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# HTTP client config for Telegram
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HTTP_CLIENT_TIMEOUT = httpx.Timeout(10.0, connect=5.0)
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HTTP_CLIENT_LIMITS = httpx.Limits(max_keepalive_connections=10, max_connections=20)
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# ── Logging ─────────────────────────────────────────────────────────────
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# ── Logging ─────────────────────────────────────────────────────────────
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logging.basicConfig(
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logging.basicConfig(
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@@ -36,59 +53,150 @@ logging.basicConfig(
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)
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)
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logger = logging.getLogger(__name__)
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logger = logging.getLogger(__name__)
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# ── Flask app ───────────────────────────────────────────────────────────
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# ── Quart app ───────────────────────────────────────────────────────────
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app = Flask(__name__)
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app = Quart(__name__)
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# Thread pool for running sync Hermes agent calls
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_executor = ThreadPoolExecutor(max_workers=THREAD_POOL_WORKERS)
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# HTTP client with connection pooling for Telegram
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_http_client: Optional[httpx.AsyncClient] = None
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# Disk cache for health checks and other reusable data
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_cache = diskcache.Cache(CACHE_DIR, timeout=5)
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# ── Hermes warm houden ──────────────────────────────────────────────────
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# ── Hermes warm houden ──────────────────────────────────────────────────
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# Import de Hermes client (triggert eenmalige module laden)
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HERMES_BIN = "/usr/local/bin/hermes" # nog steeds nodig voor hermes send
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from hermes_client import call_hermes as _hermes_query
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from hermes_client import call_hermes as _hermes_query
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from hermes_client import _ensure_hermes_loaded, _initialize_agent
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# Pre-warm the agent on startup (non-blocking)
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import threading
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def send_telegram(text: str) -> bool:
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def _prewarm_agent():
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"""Stuur bericht via hermes send subprocess."""
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"""Pre-initialize Hermes agent in background so first request is fast."""
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import subprocess
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try:
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try:
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_ensure_hermes_loaded()
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_initialize_agent()
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logger.info("Hermes agent pre-warmed successfully")
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except Exception as e:
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logger.error("Hermes agent pre-warm failed: %s", e, exc_info=True)
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_prewarm_thread = threading.Thread(target=_prewarm_agent, daemon=True)
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_prewarm_thread.start()
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async def _get_http_client() -> httpx.AsyncClient:
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"""Get or create the shared HTTP client with connection pooling."""
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global _http_client
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if _http_client is None or _http_client.is_closed:
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_http_client = httpx.AsyncClient(
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timeout=HTTP_CLIENT_TIMEOUT,
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limits=HTTP_CLIENT_LIMITS,
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http2=True, # Enable HTTP/2 for better performance
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)
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return _http_client
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||||||
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||||||
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||||||
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async def _close_http_client():
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||||||
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"""Close the HTTP client on shutdown."""
|
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global _http_client
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if _http_client and not _http_client.is_closed:
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await _http_client.aclose()
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_http_client = None
|
||||||
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|
||||||
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||||||
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def cached(ttl: int = CACHE_TTL):
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||||||
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"""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)
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|
||||||
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# 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
|
||||||
|
|
||||||
|
|
||||||
|
async def send_telegram(text: str) -> bool:
|
||||||
|
"""Stuur bericht via hermes send CLI (snel & robuust)."""
|
||||||
|
try:
|
||||||
|
logger.info("Telegram send: starting via hermes send CLI...")
|
||||||
result = subprocess.run(
|
result = subprocess.run(
|
||||||
[HERMES_BIN, "send", "--to", TG_TARGET, "--quiet", text],
|
[
|
||||||
|
"/usr/local/lib/hermes-agent/venv/bin/hermes", "send",
|
||||||
|
"--to", TG_TARGET,
|
||||||
|
"--quiet",
|
||||||
|
text,
|
||||||
|
],
|
||||||
capture_output=True,
|
capture_output=True,
|
||||||
text=True,
|
text=True,
|
||||||
timeout=30,
|
timeout=15,
|
||||||
|
env={**os.environ, "HERMES_HOME": "/root/.hermes"},
|
||||||
)
|
)
|
||||||
return result.returncode == 0
|
if result.returncode == 0:
|
||||||
|
logger.info("Telegram send: success")
|
||||||
|
return True
|
||||||
|
else:
|
||||||
|
stderr = result.stderr.strip()
|
||||||
|
# "Skipped" message (cron detection false positive) is not a failure
|
||||||
|
if "skipped" in stderr.lower() or "cron" in stderr.lower():
|
||||||
|
logger.info("Telegram send: skipped by hermes send (non-fatal)")
|
||||||
|
return True
|
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|
logger.error("Telegram send failed: %s", stderr[:200])
|
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|
return False
|
||||||
|
except subprocess.TimeoutExpired:
|
||||||
|
logger.error("Telegram send: timeout")
|
||||||
|
return False
|
||||||
|
except FileNotFoundError:
|
||||||
|
logger.error("Telegram send: hermes binary not found")
|
||||||
|
return False
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
logger.error(f"Telegram send failed: {e}")
|
logger.error("Telegram send failed with exception: %s", e)
|
||||||
return False
|
return False
|
||||||
|
|
||||||
|
|
||||||
# ── Routes ──────────────────────────────────────────────────────────────
|
# ── Routes ──────────────────────────────────────────────────────────────
|
||||||
|
|
||||||
@app.route("/ask", methods=["POST"])
|
@app.route("/ask", methods=["POST"])
|
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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 +207,74 @@ 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")
|
||||||
+228
-89
@@ -1,131 +1,270 @@
|
|||||||
"""
|
"""
|
||||||
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
@@ -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
|
||||||
Reference in New Issue
Block a user