Auto-Retrain Scheduler: Always Fresh, Never Stale
Scheduled automatic retraining keeps your knowledge base current.
The Knowledge Staleness Problem
How Auto-Retrain Works
Monitor Changes
We continuously watch your connected data sources for modifications.
Smart Scheduling
Configure retraining frequency - hourly, daily, or weekly.
Zero-Downtime Update
New embeddings are swapped in seamlessly without service interruption.
Why Auto-Retrain Matters
Always Current
Your bot always has the latest information without manual intervention.
Zero Maintenance
Set it once and forget it. No more remembering to retrain.
Version History
Roll back to any previous version if needed.
Change Alerts
Get notified when significant changes are detected.
Auto-Retrain Capabilities
| Feature | RAG Engine | Chatbase | CustomGPT | Dify |
|---|---|---|---|---|
| Scheduled Retraining | Partial | |||
| Change Detection | ||||
| Zero-Downtime Updates | ||||
| Version Rollback | Partial |
Based on publicly available feature lists as of 2024
Perfect For
Documentation Sites
Keep your help docs AI current as you ship new features.
E-commerce
Product catalog changes are reflected instantly.
News & Media
Breaking news and updates are immediately searchable.
Policy Documents
Compliance bots always reference the latest policies.
Ready to Experience This Feature?
Start your free trial today. No credit card required.