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💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Created
2020-08-09
1,508 commits to master branch, last one 3 days ago
Retrieval and Retrieval-augmented LLMs
Created
2023-08-02
1,259 commits to master branch, last one 6 days ago
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Created
2020-09-22
201 commits to master branch, last one 9 days ago
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。
Created
2019-11-12
365 commits to master branch, last one about a month ago
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Created
2021-04-16
105 commits to main branch, last one 2 months ago
A curated list of pretrained sentence and word embedding models
This repository has been archived
(exclude archived)
Created
2018-12-10
200 commits to master branch, last one 3 years ago
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
Created
2018-02-04
128 commits to master branch, last one 2 years ago
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
1,540 commits to master branch, last one 26 days ago
SGPT: GPT Sentence Embeddings for Semantic Search
Created
2022-02-11
65 commits to main branch, last one 10 months ago
unified embedding model
Created
2023-05-09
109 commits to main branch, last one about a year ago
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Created
2019-03-23
97 commits to master branch, last one 2 years ago
Compute Sentence Embeddings Fast!
Created
2019-06-06
168 commits to master branch, last one 2 years ago
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Created
2018-09-19
30 commits to master branch, last one 2 years ago
A Python vector database you just need - no more, no less.
Created
2023-05-02
99 commits to main branch, last one 9 months ago
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
Created
2023-10-17
309 commits to main branch, last one 25 days ago
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!
Created
2019-11-26
663 commits to master branch, last one about a year ago
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
Created
2021-03-29
247 commits to main branch, last one about a year ago
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
Created
2022-10-12
24 commits to main branch, last one about a year ago
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
Created
2022-04-13
38 commits to master branch, last one 2 years ago
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
Created
2023-03-11
163 commits to master branch, last one about a year ago
Papers and Book to look at when starting AGI 📚
Created
2019-12-10
304 commits to master branch, last one 3 months ago
[NeurIPS 2019] Spherical Text Embedding
Created
2019-10-27
37 commits to master branch, last one 4 years ago
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
Created
2019-04-26
29 commits to master branch, last one 4 years ago
Clustering sentence embeddings to extract message intent
Created
2021-07-13
66 commits to main branch, last one 3 years ago
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
Created
2022-01-01
145 commits to master branch, last one about a year ago
How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
Created
2020-08-12
54 commits to master branch, last one 2 years ago
中文无监督SimCSE Pytorch实现
Created
2021-06-11
8 commits to main branch, last one 3 years ago
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
Created
2020-04-19
70 commits to master branch, last one 3 months ago
Exploring the simple sentence similarity measurements using word embeddings
Created
2018-11-07
177 commits to master branch, last one 4 months ago
Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files
Created
2024-05-26
22 commits to main branch, last one 4 months ago