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feat: MUVERA embeddings #542

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Merged
joein merged 13 commits into from
Aug 20, 2025
Merged

feat: MUVERA embeddings #542

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82132ea
Implement MuveraEmbedding
kacperlukawski Jul 1, 2025
8734bc4
Add random generator parameter for reproducibility in MuveraEmbedding
kacperlukawski Jul 7, 2025
6d3569d
Document random_seed parameter
kacperlukawski Jul 7, 2025
1e4ac4d
Remove unnecessary module docstring from muvera_embedding.py
kacperlukawski Jul 7, 2025
bb913e5
refactor: clean up constructor parameters and improve formatting in M…
kacperlukawski Jul 9, 2025
f4735cf
refactor: rename muvera_embedding.py to muvera.py and update related …
kacperlukawski Jul 11, 2025
73fed1e
feat: enhance MuveraEmbedding with multi-vector model support and imp…
kacperlukawski Jul 11, 2025
b346f62
feat: add embedding_size property to MuveraEmbedding
kacperlukawski Jul 11, 2025
b63558d
feat: update MuveraPostprocessor to use model description for embeddi…
kacperlukawski Jul 11, 2025
eae8d48
fix: fix types, doctest, rename variables, refactor (#545)
joein Jul 24, 2025
f0fb50e
fix: make get_output_dimension protected
joein Jul 31, 2025
05c4e04
Optimize muvera (#551)
joein Aug 20, 2025
e924524
tests: add tests
joein Aug 20, 2025
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2 changes: 2 additions & 0 deletions fastembed/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
from fastembed.late_interaction import LateInteractionTextEmbedding
from fastembed.late_interaction_multimodal import LateInteractionMultimodalEmbedding
from fastembed.sparse import SparseEmbedding, SparseTextEmbedding
from fastembed.text.muvera_embedding import MuveraEmbedding
from fastembed.text import TextEmbedding

try:
Expand All @@ -19,4 +20,5 @@
"ImageEmbedding",
"LateInteractionTextEmbedding",
"LateInteractionMultimodalEmbedding",
"MuveraEmbedding",
]
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