DeepTutor v0.5.2 Release Notes

Release Date: 2026.01.18

Highlights

Docling Support for RAG-Anything

Added alternative RAG-Anything initialization using Docling as the document parser:

• For users whose local environment is not suitable for MinerU
• Provides a lightweight alternative for document processing
• Same multimodal graph capabilities with different backend

Logging System Optimization

Refactored the logging system for better management:

• Improved log output control across all modules
• Better structured logging adapters
• Enhanced console, file, and WebSocket handlers

Bug Fixes & Code Improvements

• Optimized code structure across multiple modules
• Fixed several bugs affecting user experience
• Improved CI/CD workflows with Python 3.10/3.11 matrix testing

Full Changelog: v0.5.1...v0.5.2