sentence-transformers

Top2Vec learns jointly embedded topic, document and word vectors.

MTEB: Massive Text Embedding Benchmark

Efficient few-shot learning with Sentence Transformers

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

Fast State-of-the-Art Static Embeddings

Efficient Retrieval Augmentation and Generation Framework

UltraRAG 2.0: Less Code, Lower Barrier, Faster Deployment! MCP-based low-code RAG framework, enabling researchers to build complex pipelines to creative innovation.

On-premises conversational RAG with configurable containers

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

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

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 | Leverage custom copilots with fine-tuning datasets from code in Alpaca, Conversational, Completion and Instruction format

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.

AI Punk is an advanced autonomous AI assistant

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

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Optimize Document Retrieval with Fine-Tuned KnowledgeBases