* wip: design draft
* Operators fix
* Fix model inputs
* Import from fastembed.late_interaction_multimodal
* Fixed method misspelling
* Tests, which do not run in CI
Docstring improvements
* Fix tests
* Bump colpali to version v1.3
* Remove colpali v1.2
* Remove colpali v1.2 from tests
* partial fix of change requests:
descriptions
docs
black
* query_max_length
* black colpali
* Added comment for EMPTY_TEXT_PLACEHOLDER
* Review fixes
* Removed redundant VISUAL_PROMPT_PREFIX
* type fix + model info
* new: add specific model path to colpali
* fix: revert accidental renaming
* fix: remove max_length from encode_batch
* refactoring: remove redundant QUERY_MAX_LENGTH variable
* refactoring: remove redundant document marker token id
* fix: fix type hints, fix tests, handle single image path embed, rename model, update description
* license: add gemma to NOTICE
* fix: do not run colpali test in ci
* fix: fix colpali test
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Co-authored-by: d.rudenko <dmitrii.rudenko@qdrant.com>
* new: Added jina embedding v3
* refactor: Changed dim to int value
* new: Updated notice
* new: Extended text embedding with query embed and passage embed
* fix: Fix lazy load in query and passage embed
* tests: Added test for multitask embeddings
* nit: Remove cache dir from tests
* tests: Updated tests
* improve: Improve task selection
* fix: Fix ci
* fix: Update fastembed/text/multitask_embedding.py
Co-authored-by: George <george.panchuk@qdrant.tech>
* Update fastembed/text/multitask_embedding.py
Co-authored-by: George <george.panchuk@qdrant.tech>
* fix: Pass task id using kwargs to parallel processor
* tests: Added test for task assignment
* prefer enums over ints
* tests: Added test for parallel
* improve: Updated model description
* fix: Fix ci
* fix: Fix ci
* refactor: Refactor query_embed and passage_embed
* tests: Added task propagation to parallel
* refactor: Set default task as retrieval passage
* chore: Update default task in tests
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Co-authored-by: George <george.panchuk@qdrant.tech>
* feat: Added jina reranker models
* chore: Added jina reranker canonical score values
* chore: added rounding of the output for easier reproducability
* chore: Added jina reranker models in batch test
* chore: remove redundant np.round
* chore: test only <1gb files in local
* chore: Updated docs to add rerankers
* fix: recompute canonical values with fp16
* new: extend NOTICE with jina reranker v2
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Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
