🏷ī¸ Auto Review & Tag System

Automatically tag unreviewed post chunks and mark them as reviewed for enhanced V2 retrieval.

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Total Chunks
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Reviewed Chunks
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Tagged Chunks
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Unreviewed Chunks
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🎮 Process Controls

📊 Statistics & Preview

🔧 Batch Processing

🚀 Quick Actions

⚠ī¸ Advanced Actions

📈 Processing Status

Status: Idle Ready to process

📚 Tag Information

🏷ī¸ Comprehensive Tag Taxonomy

The auto-tagging system uses GPT-4 to analyze content and assign relevant tags from our comprehensive taxonomy:

Topics:
safety hygiene psychology relationships beginners long-term experiences medical
Devices:
cages belts rings custom accessories
Brands:
holy-trainer mature-metal kink3d cherry-keeper steelwerks
Practical:
sizing cleaning sleeping travel troubleshooting

⚡ Performance & Benefits

  • Automated Quality: GPT-4 powered analysis ensures relevant, high-quality tags
  • V2 Enhancement: Tagged chunks improve hybrid retrieval and response quality
  • Review Tracking: All processed chunks are marked as reviewed=1 automatically
  • Rate Limited: Processing respects OpenAI API limits (~1 chunk per second)
  • Error Handling: Graceful handling of rate limits, invalid content, and edge cases