Top2Vec learns jointly embedded topic, document and word vectors.

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Efficient Retrieval Augmentation and Generation Framework

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

unified embedding model

An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models

Local first semantic code search and chat powered by vector embeddings and LLMs

Distill a Small Static Model from any Sentence Transformer

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

MinT: Minimal Transformer Library and Tutorials

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

sentence-transformers to onnx 让sbert模型推理效率更快

Simply, faster, sentence-transformers

Open Source Text Embedding Models with OpenAI Compatible API

A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning

Sentence transformers models for SpaCy

Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files

FAQ-based Question Answering System using BERT

Semantically Structured Sentence Embeddings

Exploring Japanese SimCSE