qremotex 2.0.12192

qRemoteX — Federated Remote Execution Agent for qRaptor

qRemoteX — Federated Remote Execution Agent

Lightweight agent that connects to the qRaptor Executor Gateway via WebSocket (QRP protocol) and executes Python scripts and tools on your infrastructure — on-prem, VPC, GPU clusters, or edge.

Install

Gateway URL: Your project's gateway URL is shown in the Studio UI setup wizard. Format: wss://exec-{shortId}.qraptor.app/ws/executor

Docker (Recommended)

docker run -d \
  --name qremotex \
  -e QRAPTOR_GATEWAY_URL=wss://exec-{shortId}.qraptor.app/ws/executor \
  -e QRAPTOR_API_KEY=qrx_prod_... \
  qraptor/qremotex:latest

pip (PyPI)

pip install qremotex

Kubernetes (Helm)

helm install qremotex oci://registry-1.docker.io/qraptor/qremotex \
  --set config.gatewayUrl=wss://exec-{shortId}.qraptor.app/ws/executor \
  --set secrets.apiKey=qrx_prod_...

Run

export QRAPTOR_GATEWAY_URL="wss://exec-{shortId}.qraptor.app/ws/executor"
export QRAPTOR_API_KEY="qrx_prod_..."

qremotex

Or with python -m:

python -m qremotex.main

Configuration (Environment Variables)

Variable	Required	Default	Description
QRAPTOR_GATEWAY_URL	Yes	—	WebSocket URL (wss://...)
QRAPTOR_API_KEY	Yes	—	API key (qrx_{env}_{secret})
QRAPTOR_EXECUTOR_ID	No	auto (uuid4)	Stable executor ID
QRAPTOR_EXECUTOR_NAME	No	hostname	Display name
CONCURRENCY	No	25	Max parallel jobs
HEARTBEAT_SEC	No	20	Heartbeat interval (seconds)
EXEC_TIMEOUT_SEC	No	300	Default execution timeout
MAX_SCRIPT_SIZE_KB	No	512	Max script size (KB)
MAX_MEMORY_MB	No	2048	Memory limit per execution
LABELS	No	{}	JSON labels for routing ({"region":"us-east-1","gpu":"true"})
LOG_LEVEL	No	INFO	Logging level
QRAPTOR_API_KEY_FILE	No	—	Path to key file for hot-reload (SIGHUP)
QRAPTOR_EXTRA_PACKAGES	No	—	Space-separated pip packages to install at startup (Docker only)

Installing Extra Packages

qRemoteX ships with core dependencies only. Add packages your agents need:

# Docker: inline packages
docker run -d \
  -e QRAPTOR_EXTRA_PACKAGES="pandas torch boto3" \
  -e QRAPTOR_GATEWAY_URL=wss://... \
  -e QRAPTOR_API_KEY=qrx_prod_... \
  qraptor/qremotex:latest

# Docker: custom image (recommended for production)
# Dockerfile:
#   FROM qraptor/qremotex:latest
#   USER root
#   RUN pip install --no-cache-dir pandas torch boto3
#   USER qremotex

# pip: install alongside qremotex
pip install qremotex pandas torch boto3

See qRemoteX Documentation for all installation patterns.

Deployment Options

Method	Best For	Registry
Docker	Production, easy setup	Docker Hub: qraptor/qremotex
pip	Dev/testing, native Python	PyPI: pip install qremotex
Helm	Kubernetes clusters	OCI: oci://registry-1.docker.io/qraptor/qremotex
Binary	Air-gapped, no Python/Docker	Download from Studio UI

Key Rotation

Rotate keys without restart:

1. Set QRAPTOR_API_KEY_FILE=/path/to/key.txt
2. Write the new key to the file
3. Send kill -HUP <pid> to the agent process

Tests

pip install qremotex[dev]
pytest tests/ -v

Requirements

• Python 3.13+ (for pip install)
• Docker (for container deployment)
• A qRaptor account with an active subscription

Architecture

┌─────────────┐    QRP/WebSocket     ┌──────────────────┐     API      ┌──────────────┐
│  qRemoteX   │◄──────────────────►│  qRaptor Gateway  │◄───────────►│  qRaptor     │
│  (Agent)    │   Heartbeat, Jobs   │  (Edge Router)    │             │  Studio UI   │
│             │   Results, Traces   │                   │             │              │
└──────┬──────┘                     └──────────────────┘             └──────────────┘
       │
       ▼
  Your Infrastructure
  (DB, APIs, GPU, Files)

How it works:

1. qRemoteX connects to the qRaptor Gateway via secure WebSocket
2. The gateway dispatches jobs (Python scripts, tool calls) to the agent
3. The agent executes locally on your infrastructure and streams results back
4. All communication is encrypted (TLS) and authenticated (API key + HMAC)

Learn more at qraptor.ai

License

Proprietary — Copyright © 2026 AugmentAppz. All rights reserved.

Contact: [e-mail]