Build a scalable bulk inference pipeline with DigitalOcean Serverless Inference to generate SEO content briefs and articles efficiently.

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A step-by-step guide to building a bulk content generation pipeline using DigitalOcean Serverless Inference. The pipeline reads topics from CSV or TXT files, calls the Llama 3 8B Instruct model via API to generate SEO briefs and full articles, saves outputs as Markdown files, and packages them in a ZIP archive. A Gradio web interface makes the workflow accessible to non-developers. The tutorial covers project structure, code walkthrough, and potential extensions like e-commerce product descriptions or parallel processing.

Building a Content Generation Pipeline with DigitalOcean Serverless Inference

How to use Gradient AI Serverless Inference