Admin

Run Ingestion — Crawl all active sources and add new articles to the database.

Extract Entities — Scan new articles for company/person/topic mentions (regex-based, fast).

Gemini Enrich — Use Gemini AI to extract richer entities from high-scoring articles. Requires GEMINI_API_KEY.

Run Discovery — Find new sources, companies, and topics not yet tracked.

Taxonomy Discovery — Detect new vendors, associations, and roles; adds to Discovery page.

Sync Known Universe — Push accepted taxonomy candidates into the scoring engine.

Weekly Report — Summarise new and promoted entities for the week.

Relevance Cleanup — Delete articles below score 15 and re-score borderline ones.