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Sentence Embeddings Python Packages

Python packages with the GitHub topic sentence-embeddings. Sorted by relevance, with stars and monthly downloads.
FlagOpen
flagembedding

Retrieval and Retrieval-augmented LLMs

529K 12K 876
MaartenGr
bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

416K 8K 897
neuml
txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

43K 13K 829
pdrm83
sent2vec

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

14K 135 12
shibing624
text2vec

text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

6K 5K 427
shangan23
similar-sentences

Similar sentence Prediction with more accurate results with your dataset on top of pertained model. #BERT

2K 8 2
SeanLee97
xmnlp

xmnlp:提供中文分词, 词性标注, 命名体识别,情感分析,文本纠错,文本转拼音,文本摘要,偏旁部首,句子表征及文本相似度计算等功能

1K 1K 187
goru001
inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

1K 840 160
jina-ai
vectordb

A Python vector database you just need - no more, no less.

1K 650 50
robrua
easybert

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

1K 178 45
mozilla-ai
encoderfile

Distribute and run transformer encoders with a single file.

988 106 16
FlagOpen
lm-cocktail

Retrieval and Retrieval-augmented LLMs

714 12K 876
neuml
txtai-minimal

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

688 13K 829
goldpulpy
pysentence-similarity

PySentence-Similarity is a tool designed to identify and find similarities between sentences and a base sentence, expressed as a percentage.

553 4 0
HostServer001
jee-data-base

Tool to access and manage 14k+ jee main pyqs with semantic clustering

485 6 1
ndgigliotti
afterthoughts

Sentence-aware embeddings using late chunking with transformers.

440 1 0
Susheel-1999
sentence-similarity

Package to calculate the similarity score of two sentences

419 11 1
iarroyof
wisse-sentence

Sentence embeddings (WISSE) with SBERT-like API for downstream NLP applications.

372 9 1
princeton-nlp
simcse

A sentence embedding tool based on SimCSE

336 4K 532
luozhouyang
deepse

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

295 9 1
FlagOpen
c-mteb

Retrieval and Retrieval-augmented LLMs

258 12K 876
TharinduDR
simplests

Exploring the simple sentence similarity measurements using word embeddings

229 99 38
MoleculeTransformers
smiles-featurizers

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

196 19 1
dborrelli
wikit-chatintents

Clustering sentence embeddings to extract message intent

173 175 25
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