47 results found Sort:

neuml
txtai neuml
507
7.2k
apache-2.0
79
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
llm nlp rag txtai python search embeddings transformers neural-search search-engine vector-search language-model semantic-search vector-database machine-learning sentence-embeddings vector-search-engine information-retrieval large-language-models retrieval-augmented-generation
Created 2020-08-09
1,318 commits to master branch, last one 14 hours ago
MaartenGr
BERTopic MaartenGr
711
5.7k
mit
52
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
nlp bert topic ldavis topic-models transformers topic-modeling topic-modelling machine-learning sentence-embeddings
Created 2020-09-22
172 commits to master branch, last one 17 hours ago
FlagOpen
FlagEmbedding FlagOpen
374
5.4k
mit
33
Retrieval and Retrieval-augmented LLMs
llm embeddings sentence-embeddings information-retrieval text-semantic-similarity retrieval-augmented-generation
Created 2023-08-02
558 commits to master branch, last one a day ago
shibing624
text2vec shibing624
378
4.2k
apache-2.0
28
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。
nlp text2vec word2vec embeddings similarity text-similarity sentence-embeddings
Created 2019-11-12
359 commits to master branch, last one 3 months ago
princeton-nlp
SimCSE princeton-nlp
498
3.3k
mit
27
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
nlp sentence-embeddings
Created 2021-04-16
102 commits to main branch, last one about a year ago
Separius
awesome-sentence-embedding Separius
259
2.2k
gpl-3.0
77
A curated list of pretrained sentence and word embedding models
nlp bert awesome awesome-list cross-lingual wordembedding language-model subword-models word-embeddings embedding-models natural-language pretrained-models sentence-embeddings pretrained-embedding unsupervised-learning sentence-representations pretrained-language-model contextualized-representation
This repository has been archived (exclude archived)
Created 2018-12-10
200 commits to master branch, last one 3 years ago
SeanLee97
xmnlp SeanLee97
189
1.2k
apache-2.0
29
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
ner nlp pinyin radical postagging segmentation spell-checker lexical-analysis sentiment-analysis sentence-embeddings sentence-similarity
Created 2018-02-04
128 commits to master branch, last one about a year ago
JohnSnowLabs
nlu JohnSnowLabs
126
825
apache-2.0
23
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
t5 nlu pandas seq2seq streamlit lemmatizer transformers spell-checker bert-embedding text-translation entity-resolution dependency-parsing language-detection sentiment-analysis text-summarization sentence-embeddings text-classification sentiment-classifier named-entity-recognition natural-language-understanding
Created 2020-08-22
1,457 commits to master branch, last one 10 days ago
Muennighoff
sgpt Muennighoff
51
817
mit
8
SGPT: GPT Sentence Embeddings for Semantic Search
gpt sgpt retrieval neural-search language-model text-embedding semantic-search sentence-embeddings information-retrieval large-language-models
Created 2022-02-11
65 commits to main branch, last one 3 months ago
goru001
inltk goru001
165
813
mit
36
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
nlp pytorch deep-learning indic-languages word-embeddings data-augmentation sentence-encoding sentence-embeddings sentence-similarity
Created 2019-03-23
97 commits to master branch, last one about a year ago
wangyuxinwhy
uniem wangyuxinwhy
56
768
apache-2.0
7
unified embedding model
nlp embeddings huggingface sentence-embeddings sentence-transformers
Created 2023-05-09
109 commits to main branch, last one 9 months ago
oborchers
Fast_Sentence_Embeddings oborchers
83
612
gpl-3.0
12
Compute Sentence Embeddings Fast!
fse sif swem usif cython gensim fasttext embeddings maxpooling gensim-model wordembedding word2vec-model document-similarity sentence-embeddings sentence-similarity sentence-representation
Created 2019-06-06
168 commits to master branch, last one 2 years ago
ncbi-nlp
BioSentVec ncbi-nlp
96
556
other
17
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
bionlp pubmed fasttext sent2vec mimic-iii word-embeddings sentence-embeddings sentence-similarity natural-language-processing
Created 2018-09-19
30 commits to master branch, last one 2 years ago
jina-ai
vectordb jina-ai
36
482
apache-2.0
9
A Python vector database you just need - no more, no less.
neural-search vector-search vector-database sentence-embeddings embedding-similarity vector-database-embedding
Created 2023-05-02
99 commits to main branch, last one 2 months ago
JohnGiorgi
DeCLUTR JohnGiorgi
36
376
apache-2.0
12
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
pytorch allennlp transformers metric-learning semantic-search sentence-embeddings sentence-similarity contrastive-learning representation-learning self-supervised-learning semantic-text-similarity natural-language-processing
Created 2019-11-26
663 commits to master branch, last one about a year ago
SeanLee97
AnglE SeanLee97
29
376
mit
8
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llm rag sts mteb llama llama2 text2vec embeddings text-vector stsbenchmark text-embedding dense-retrieval sentence-vector text-similarity sentence-embedding semantic-similarity sentence-embeddings information-retrieval semantic-textual-similarity retrieval-augmented-generation
Created 2023-10-17
244 commits to main branch, last one 2 days ago
Agrover112
awesome-semantic-search Agrover112
27
325
cc0-1.0
9
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
nlp awesome ranking awesome-list hacktoberfest semantic-search semantic-similarity sentence-embeddings information-retrival information-retrieval
Created 2021-03-29
247 commits to main branch, last one 5 months ago
voidism
DiffCSE voidism
26
287
mit
4
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
sentence-embeddings sentence-similarity contrastive-learning sentence-transformers representation-learning self-supervised-learning
Created 2022-04-13
38 commits to master branch, last one about a year ago
Doragd
Awesome-Sentence-Embedding Doragd
22
285
unknown
11
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
text-matching textual-similarity sentence-embeddings sentence-similarity
Created 2022-10-12
24 commits to main branch, last one 10 months ago
geeks-of-data
knowledge-gpt geeks-of-data
51
272
mit
5
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
gpt llm gpt4 llama openai python context scraper embedding gpt3-turbo huggingface vector-search language-model embedding-vectors question-answering sentence-embeddings sentence-similarity information-extraction huggingface-transformers natural-language-processing
Created 2023-03-11
163 commits to master branch, last one about a year ago
gyunggyung
AGI-Papers gyunggyung
32
251
mit
10
Papers and Book to look at when starting AGI 📚
llm nlg nlp tts dialogue efficient all-to-all multimodal distillation text-to-video multiple-tasks stable-diffusion sentence-embeddings sentence-similarity
Created 2019-12-10
295 commits to master branch, last one about a month ago
yumeng5
Spherical-Text-Embedding yumeng5
30
175
apache-2.0
6
[NeurIPS 2019] Spherical Text Embedding
word-embeddings spherical-geometry document-embeddings sentence-embeddings unsupervised-learning
Created 2019-10-27
37 commits to master branch, last one 4 years ago
robrua
easy-bert robrua
44
167
mit
9
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
nlp bert tensorflow language-model word-embeddings machine-learning sentence-embeddings natural-language-processing natural-language-understanding
Created 2019-04-26
29 commits to master branch, last one 4 years ago
dborrelli
chat-intents dborrelli
23
163
mit
5
Clustering sentence embeddings to extract message intent
nlp clustering document-embeddings sentence-embeddings unsupervised-learning
Created 2021-07-13
66 commits to main branch, last one 2 years ago
pdrm83
sent2vec pdrm83
12
132
mit
7
How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
ai nlp sent2vec word2vec encode-sentences machine-learning sentence-embeddings nlp-machine-learning artificial-intelligence natural-language-processing
Created 2020-08-12
54 commits to master branch, last one about a year ago
YJiangcm
PromCSE YJiangcm
15
131
unknown
3
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
prompt pytorch sentence-embeddings contrastive-learning energy-based-learning
Created 2022-01-01
145 commits to master branch, last one 6 months ago
KwangKa
SIMCSE_unsup KwangKa
30
129
mit
2
中文无监督SimCSE Pytorch实现
nlp chinese pytorch sentence-embeddings
Created 2021-06-11
8 commits to main branch, last one 2 years ago
cpcdoy
rust-sbert cpcdoy
12
102
apache-2.0
4
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
nlp bert rust sbert rust-sbert sentence-bert sentence-embeddings sentence-transformers
Created 2020-04-19
69 commits to master branch, last one 8 months ago
TharinduDR
Simple-Sentence-Similarity TharinduDR
37
101
apache-2.0
9
Exploring the simple sentence similarity measurements using word embeddings
wmd elmo glove ipynb python fasttext word2vec word-embeddings sentence-embeddings sentence-similarity
Created 2018-11-07
171 commits to master branch, last one about a year ago
hhzrd
BERT-Embedding-Frequently-Asked-Question hhzrd
35
68
apache-2.0
3
FAQ-based Question Answering System using BERT
faq dialogue question faq-system sentence-bert dialogue-systems es-elasticsearch question-answering sentence-embeddings sentence-transformers
Created 2020-07-06
83 commits to master branch, last one about a year ago