AchLabo

Expertise in Web, Security & AI Engineering

24/7 Autonomous Content Engine: Multi-Language News Pipeline Powered by Local Gemma 4 & SD Forge

24/7 Autonomous Content Engine: Multi-Language News Pipeline Powered by Local Gemma 4 & SD Forge | AchLabo

This project is a fully autonomous, 24/7 operational news publishing system centered around the local LLM “Gemma 4 26b.” It real-time monitors RSS feeds for the latest tech news, executes professional-grade article writing and translation into 15 languages, and dynamically synthesizes featured images using Stable Diffusion. By eliminating the need for human prompts, it realizes a self-evolving media platform that broadcasts global trends to a worldwide audience without interruption.

1. 24/7 Autonomous Generation via Gemma 4

Utilizing the next-generation local LLM “Gemma 4,” the system analyzes news instantly upon discovery. Through proprietary prompt engineering, it doesn’t just translate but reconstructs content with engaging titles and structures optimized for 15 target languages simultaneously. The system independently produces high-quality articles around the clock, regardless of time zones or holidays.

2. Context-Aware Visual Synthesis (Local SD Forge)

The AI understands the core context of each article and controls “Stable Diffusion WebUI Forge” (Pony V6 XL) via API. By extracting keywords from the generated text, it draws custom featured images from scratch. This ensures every post has a high-quality, relevant visual that maintains a consistent brand identity without any manual graphic design work.

3. Automated Multi-Agent Pipeline & Media Control

The workflow is orchestrated by specialized AI agents for fetching, generating, and posting. Via the WordPress REST API, the system manages everything from uploading media assets to establishing parent-child relationships between translated posts. This reduces the complex administrative overhead of managing a 15-language global site to absolute zero.

4. Privacy-First Edge Infrastructure

All inference processes—both text and image generation—are executed within Docker containers on a local edge server (Ubuntu/NUC). By running heavy models locally, the system eliminates recurring API costs from third-party providers while ensuring that proprietary business logic and prompt assets remain entirely within a secure private network.

Estimated Pricing & Lead Time (Full-Autonomous Media Suite)
Autonomous Content Engine (Gemma 4 Integration) $950.00
Visual Synthesis Pipeline (SD Forge API Integration) $750.00
WordPress Global Orchestration (REST API / 15 Langs) $580.00
Edge Server & Docker Environment Optimization $450.00
Total Estimate (Tax Incl.) $2,730.00
Estimated Turnaround Approx. 180 hours

【Key Responsibilities】

  • 24/7 Autonomous Pipeline: Designing a zero-intervention workflow from news fetching to posting.
  • Local Model Orchestration: Optimizing resource allocation for local Gemma 4 and SD Forge.
  • Global SEO/LLMO: Automating metadata optimization and cross-language linking for 15 target regions.
  • Private Infrastructure: Building secure Docker-based inference foundations on local Ubuntu environments.

【Tech Stack】

Gemma 4 26b (Local LLM) / Stable Diffusion WebUI Forge (Pony V6 XL) / Python 3.12 / WordPress REST API / Docker / Ollama / Feedparser / Requests / Ubuntu Linux

View Live Site