fastembed

mirror of https://github.com/qdrant/fastembed.git synced 2026-07-23 11:20:51 -05:00

Files

Kacper Łukawski ca023be0c0 feat: MUVERA embeddings (#542 )

* Implement MuveraEmbedding

* Add random generator parameter for reproducibility in MuveraEmbedding

* Document random_seed parameter

* Remove unnecessary module docstring from muvera_embedding.py

* refactor: clean up constructor parameters and improve formatting in MuveraEmbedding

* refactor: rename muvera_embedding.py to muvera.py and update related references

* feat: enhance MuveraEmbedding with multi-vector model support and improve parameter defaults

* feat: add embedding_size property to MuveraEmbedding

* feat: update MuveraPostprocessor to use model description for embedding size and add Jupyter notebook for MUVERA usage

* fix: fix types, doctest, rename variables, refactor (#545)

* fix: fix types, doctest, rename variables, refactor

* fix: fix python3.9 compatibility

* fix: make get_output_dimension protected

* Optimize muvera (#551)

* vectorize operations

* fix: fill empty clusters with dataset vectors

* rollback get_output_dimension

* fix: fix type hints

* fix: review comments

* tests: add tests

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Co-authored-by: George <george.panchuk@qdrant.tech>

2025-08-21 02:59:02 +03:00

misc

Clip (#219 )

2024-05-09 11:12:25 +02:00

__init__.py

Fix to avoid overfloat and get rid of model_max_length (#319 )

2024-08-14 15:59:22 +03:00

config.py

Clip (#219 )

2024-05-09 11:12:25 +02:00

profiling.py

Improve models cache progressbar (#406 )