How AINA works

AINA is a pipeline-oriented AI news platform. Each stage is isolated so you can tune throughput without breaking the whole system.

Architecture overview

1. RSS ingestion — scheduled fetch, etag support, encoding normalization.
2. Filtering — allow/deny topics, language detection, near-duplicate suppression.
3. Analysis — clustering of related items, entity extraction, mapping to your taxonomy.
4. Generation — article draft, headline variants, excerpt, structured sections.
5. Translation — locale-specific outputs for multi-country SEO.
6. Image generation — safe prompts, fixed dimensions for theme compatibility.
7. Publishing — WordPress categories, tags, featured image, scheduling.

Components you configure

Source lists, model selection, rate limits, per-topic caps, image style, WordPress credentials, and retry policies. Failure isolation ensures one bad feed does not stall the queue.

See also product overview and RSS automation article.