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python

dependencies
python:uv

... NORMALIZATION_BEST_PRACTICES.md - Documents the correct approach to data normalization 2. Added check_normalization.py - Automated verification script to check all example notebooks 3. Verified all 50 example notebooks ...

Summary - add explicit research poll metadata that distinguishes research results from imported notebook sources - update research status output to explain why completed deep research may show ...

Ajout du notebook test3.ipynb.

... endpoint scoping + mock LLM removal - ChatRequest gains a notebook_id field (with space_id accepted as a legacy alias via resolved_notebook_id property). - Chat endpoint resolves the notebook ...

Changes include: - Removed older example notebooks and added new paper example notebooks. - Added an ambient_group function to simplify several computations. - Updated the random element function to include the lift. - Fixed one doctest in the extended module.