v3.0.4

clusterzx/paperless-aiv3.0.4May 21, 2025by clusterzx

AI Summary

Significant performance update for the RAG backend that reduces startup time by 95% by utilizing existing indexed data instead of re-indexing.

Key Highlights

95% faster RAG startup time
Eliminates unnecessary re-indexing on container restart
Provides real-time accurate information and health status

New Features

RAG performance optimization
Real-time RAG backend health status

Full Release Notes

Whats changed:

Hey dear community,

this new release will increase the performance of the RAG to startup by 95% (measured against 889 documents). The unnecessary step to re-index all documents after a restart of the container is now gone and it will start with all currently indexed documents. Also this made it possible to get real-time accurate information and health status of the RAG backend.

Don't miss this version! 

* Increase stability RAG process, use already indexed data instead of doing a re-index at every startup. Reducing the time by 95% to start. 43ff808

**Full Changelog**: https://github.com/clusterzx/paperless-ai/compare/v3.0.3...v3.0.4