Technical Architecture

Behind the News Pipeline

NeuralPress indexes global news worldwide using our own proprietary search engine, automating the ingestion, AI enrichment, semantic indexing, and deduplication to deliver high-precision structured data for LLM and agent applications.

Loading clean article text at the source

1. Real-Time Ingestion

Our own proprietary search engine continuously crawls and monitors over 150 global publications and official feeds. We load the article contents and automatically filter out cookie banners, ads, sidebars, and navigation noise, keeping only the main news content.

Technical Specifications

  • Automated web loaders managed by our proprietary search engine
  • Pure content extraction to isolate the main story text
  • Support for diverse global news sites and digital publications
  • Automatic language detection and metadata tagging during crawling
JSON PAYLOAD ENGINE
// Ingestion Output
{
  "source": "Global Tech News",
  "url": "https://example.com/energy-milestone",
  "status": "success",
  "cleanTextCharacters": 14200,
  "language": "en"
}
NeuralPress Pipeline v1.0
Data Engineering

Standardizing unstructured news

We handle the complexities of scraping, parsing, translating, and deduplicating so you get clean structured feeds.

Pruning boilerplate

Powered by our own proprietary search engine, we filter cookie banners, popups, script blocks, and navigation grids to store only the authentic content body, saving tokens for LLM generation.

Bilingual alignment

Our proprietary search engine pipelines feeds into Gemini to automatically synthesize Sinhala translations, tags, and categories alongside English feeds, enabling cross-language querying.

Smart AI mappings

Our proprietary search engine maps articles into a conceptual search index, supporting smart matches even if the exact keywords do not match.

Ready to integrate global news conceptual feeds?

Get your instant API token in under 2 minutes. Start querying news indexed worldwide by our own proprietary search engine conceptually for free, then scale up as your user base expands.