> For the complete documentation index, see [llms.txt](https://docs.rememberizer.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.rememberizer.ai/da/yderligere-ressourcer/releases/2025-releases/jan-23rd-2026.md).

# 23. jan 2026

### Forbedringer

* **Omstruktureret behandling af Vector Store-dokumenter**: Denne opdatering strømliner behandlingen af Vector Store-dokumenter for forbedret systemydelse og brugeroplevelse.

### Fejlrettelser

* **Forbedret transaktionshåndtering for vektorbutik dokumentbehandlingsendpoint**: Systemet implementerer nu atomare transaktioner ved vektorbutik dokumentbehandlingsendpoint, hvilket giver øget stabilitet og dataintegritet.
* **Opdateret dokumentserialisator til None-integration**: Dokumentserialisatoren håndterer nu korrekt 'None'-integrationer, hvilket reducerer potentielle fejl og sikrer en mere glat applikationsydelse.


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