2.1.1

2.1.1 (2025-10-27)

Ci

• ci: New release workflow (#3448)

• add sematic release

• add main release

• fix: update action

• merge semantic with release

• run release after tests passed

• add benchmark to minor releases (b649e6f)

Documentation

• docs: Update links in readme (#3484)

Update links in readme (b0b0e7d)

• docs: fix broken links (#3483)

• docs: fix broken links

• Update docs/usage/defining_the_model.md

---

Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (dfd516a)

Fix

• fix: Rollback to semantic release (#3502)

• rollback to semantic release

• update pyproject.toml (1325328)

• fix: simplify release (#3494)

• fix release CI

• skip if None

• simplify workflow

• remove ifs

• make action condition as and instead or (4484112)

• fix: add prompts to hardnegative tasks (#3469)

• add prompts to hardnegative tasks

• fix superseded_by

• add stats

• add more description (7b7bdd0)

• fix: verify languages during filtering (#3472)

• verify lang code

• add support for language script code

• fix

• add check for language names

• update language check

• remove problematic tasks (799b869)

• fix: release CI (#3493)

• fix release CI

• skip if None (21223ed)

• fix: top_k document selection in two stage reranking (#3486)

• fix topk

• update test for correct top_k selection (16ae6ff)

• fix: task metadata was not passed in Jina implementation (#3485)

• Update jina_models.py

Add missing keyword argument

• Add prompt_type to embedding functions

Add missing keyword arguments (ea1bac1)

• fix: qrels selection negative scores (#3479)

fix: qrels selection (31c8329)

Unknown

• Add spell checker (#3476)

• add spell checker

• remove arg (9e683fe)

• Correcting the VoyageAI multimodal code (#3491) (cf81dd1)

• Remove skip for tasks (#3475) (fcd3b71)

• Descriptive stats, MIRACLVisionRetrieval (#3473) (5b92f73)

• Update text_segments.py (#3474) (181490f)

• Almost final descriptive stats (#3463)

• fix tasks

• final statistics

• remove persiantexttone, was renamed to SynPerTextToneClassification

• remove duplicated tasks statistics

• fix category

• run test on all tasks

• remove image/text: None

• try to fix none in batch

• add vdr statistics (0ead029)

• fix miracl loading (#3466) (179702e)