sentence-embeddings

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

Retrieval and Retrieval-augmented LLMs

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

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。

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

A curated list of pretrained sentence and word embedding models

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

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.

unified embedding model

SGPT: GPT Sentence Embeddings for Semantic Search

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

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

Compute Sentence Embeddings Fast!

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

A Structured Self-attentive Sentence Embedding

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.

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!

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.