October 2025 - Release Notes

Features & Releases

Gemini 2.5 Flash: Sysrev users are now able to use the Gemini 2.5 Flash LLM for their auto-label queries. Note: Sysrev still supports OpenAI GPT-4o although new labels will now default to Gemini. 

Auto-label Planning: The Auto-labeler planning widget now displays more detail as to how the cost per auto-label run is calculated, including: Available Funds, LLM model, # of Labels, # of Abstracts, # of Full-Text, # of cached answers, price-per-label, and total-price. Note - as Sysrev caches Auto-label Answers, we do not charge to process the same label for the same article provided the label (and model used) is unchanged.

Search by Multiple Article IDs: Users can now input multiple Article IDs into the Article's page search.

Bugs & Defects

Slow Loading: A defect was fixed whereby certain pages with complex queries were slow to process, including the Auto-label planning widget.

Unsuccessful PDF Upload: A defect was fixed which caused a small percentage of PDFs to not properly upload.

Disabled Articles Not Disappearing from Article List: A defect was fixed which caused disabled articles to persist in the Articles page and Exports, unless removed via a source-filter

Group Labels & Categorical Labels - Multiple answers: A defect was fixed which allowed users to input multiple answers into Group Labels and Categorical Labels even if Allow Multiple Selections was turned off.

Home-page Pagination: A defect was fixed which caused the Your Project pagination to not function.