Content ModerationSafetyTextImage

AI Content Moderation: Text and Image Moderation with LLMs

Implement enterprise-grade content moderation with Qwen3.6 Plus and other models, supporting adult/violence detection, sensitive word filtering, and image content understanding.

Moderation Scenarios

UGC platforms need moderation for: adult/violence/political content, misinformation detection, spam advertising, brand violation mentions. Image moderation needs to identify prohibited images, sensitive symbols, and fake screenshots.

Text Moderation Prompt

{"model":"qwen3.5-flash","messages":[{"role":"system","content":"You are a content moderation assistant. Determine if the following content violates policy, output JSON: {"is_violation": true/false, "reason": "violation reason or null", "category": "adult/violence/political/advertising/other"}"},{"role":"user","content":"{content}"}]}

Multi-Round Moderation

Use low-cost models for initial filtering to flag suspicious content, then use stronger models for secondary review confirmation. This significantly reduces moderation costs.

Moderation Efficiency

Combine keyword rules (fast, low cost) with AI moderation (high accuracy) to balance effectiveness and cost.