Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Sentence Embeddings Open Source Projects

Open source projects categorized as Sentence Embeddings
Categories > Sentence Embeddings
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35most recent commit 3 months agopypi txtai} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35most recent commit 3 months agopypi bertopic} Downloads
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35most recent commit 4 months agopypi text2vec} Downloads
Simcse ⭐ 2,983
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
dependent packages 1total releases 4most recent commit 7 months agopypi simcse} Downloads
Flagembedding ⭐ 2,797
Dense Retrieval and Retrieval-augmented LLMs
dependent packages 2total releases 13most recent commit 3 months agopypi FlagEmbedding} Downloads
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit 3 years ago
Xmnlp ⭐ 940
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
total releases 14most recent commit a year ago
Inltk ⭐ 808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
total releases 24most recent commit 3 months ago
Nlu ⭐ 775
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.
most recent commit 3 months ago
Sgpt ⭐ 742
SGPT: GPT Sentence Embeddings for Semantic Search
most recent commit 10 months ago
Biosentvec ⭐ 501
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
most recent commit 8 months ago
Fast_sentence_embeddings ⭐ 494
Compute Sentence Embeddings Fast!
total releases 10most recent commit 2 years ago
Structured Self Attention ⭐ 412
A Structured Self-attentive Sentence Embedding
most recent commit 5 years ago
Uniem ⭐ 412
unified embedding model
most recent commit 8 months ago
Vectordb ⭐ 370
A Python vector database you just need - no more, no less.
total releases 38most recent commit 6 months ago
Declutr ⭐ 349
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!
most recent commit a year ago
Awesome Semantic Search ⭐ 301
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
most recent commit 5 months ago
Diffcse ⭐ 270
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
most recent commit a year ago
Angle ⭐ 240
Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard
most recent commit 3 months ago
Agi Papers ⭐ 218
Papers and Book to look at when starting AGI 📚
most recent commit 9 months ago
Awesome Sentence Embedding ⭐ 189
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
most recent commit 9 months ago
Sentence Embedding Is All You Need ⭐ 165
Korean Sentence Embedding Repository
most recent commit 3 months ago
Promcse ⭐ 126
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
total releases 2most recent commit 5 months ago
The 6 Most Depended On Sentence Embeddings Open Source Projects
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Flagembedding ⭐ 2,797
Dense Retrieval and Retrieval-augmented LLMs
dependent packages 2total releases 13latest release November 25, 2023most recent commit 3 months agopypi FlagEmbedding} Downloads
Sent2vec ⭐ 117
How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
dependent packages 2total releases 15latest release March 24, 2022most recent commit 2 years agopypi sent2vec} Downloads
Simcse ⭐ 2,983
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
dependent packages 1total releases 4latest release May 12, 2021most recent commit 7 months agopypi simcse} Downloads
The 10 Latest Releases In Sentence Embeddings Open Source Projects
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Flagembedding ⭐ 2,797
Dense Retrieval and Retrieval-augmented LLMs
dependent packages 2total releases 13latest release November 25, 2023most recent commit 3 months agopypi FlagEmbedding} Downloads
Sif Embedding ⭐ 12
Rust implementation of SIF and uSIF: Simple and fast sentence embedding
total releases 11latest release November 18, 2023most recent commit 5 months ago
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
Vectordb ⭐ 370
A Python vector database you just need - no more, no less.
total releases 38latest release October 23, 2023most recent commit 6 months ago
Rust Sbert ⭐ 87
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
total releases 7latest release September 23, 2023most recent commit 4 months ago
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.