🎉 Introducing the Docusaurus-style Docs Template for DioxusPress — deploy with zero database
DioxusPress

Content Moderation Pipeline & /admin Console

Public comment boxes and forums are prime targets for SEO spam injection. DioxusPress ships a two-stage ModerationPipeline paired with a built-in /admin console.

Two-Stage Moderation Pipeline

  1. Stage 1: Deterministic URL Blocklist (Zero Latency) Matches exact domains ("scam.example") and wildcard subdomains ("*.phishing.example"). Matching submissions are blocked immediately without spending a single LLM token.
  2. Stage 2: Optional LLM Semantic Review Compatible with OpenAI and Anthropic APIs (OPENAI_LLM_API_KEY / OPENAI_LLM_BASE_URL / OPENAI_LLM_MODEL). Submissions route by risk score:
    • < flag_above (default 0.5): Published immediately;
    • flag_above .. block_above (0.5 .. 0.9): Held in the Manual Review Queue, indexed into search only after an admin approves;
    • >= block_above (default 0.9): Rejected immediately.
❗IMPORTANT

Fail-Safe by Type System: When LLM review is enabled and the upstream API times out or errors, on_llm_failure only permits "review" (hold for admin approval, default) or "reject". Attackers cannot bypass moderation by exhausting your LLM quota.

/admin Console Capabilities

Administrators visiting /admin can manage day-to-day operations from one place:

  • Overview Dashboard: User totals, pending moderation count, and recent forum/comment activity;
  • Moderation Queue (/admin/moderation): One-click Approve or Reject for flagged items;
  • Live Moderation Settings (/admin/moderation/settings): Toggle rules, adjust score thresholds, and edit URL blocklists in the browser — persisted back to site.json and hot-reloaded in memory;
  • Users, Topics, Comments & Entitlements: Role management, content cleanup, and manual course/Pro grants.
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