reranking · GitHub Topics

MTEB: Massive Text Embedding Benchmark

benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification reranking

Jupyter Notebook 2.29 k

3 小时前

superlinear-ai / raglite

#大语言模型#🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite

hybrid-search 大语言模型 Markdown pdf rag retrieval-augmented-generation SQLite vector-search pgvector PostgreSQL reranker reranking tsvector late-chunking late-interaction colbert evals query-adapter chainlit

Python 862

8 天前

PrithivirajDamodaran / FlashRank

#向量搜索引擎#Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & C...

full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search

Python 766

3 个月前

AnswerDotAI / byaldi

#自然语言处理#Use late-interaction multi-modal models such as ColPali in just a few lines of code.

colbert 自然语言处理 rag reranking retrieval multi-modal

Python 750

1 个月前

ict-bigdatalab / awesome-pretrained-models-for-information-retrieval

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

information-retrieval reranking web-search pretrained-language-models

657

1 年前

sunnweiwei / RankGPT

#大语言模型#Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

ChatGPT information-retrieval large-language-models reranking

Python 578

1 年前

snexus / llm-search

#大语言模型#Querying local documents, powered by LLM

chroma langchain-python large-language-models openai-chatgpt splade 聊天机器人大语言模型 Streamlit rag reranking retrieval-augmented-generation

Jupyter Notebook 570

2 个月前

Anush008 / fastembed-rs

#向量搜索引擎#Rust library for generating vector embeddings, reranking locally

embeddings rag retrieval retrieval-augmented-generation vector-search reranker reranking

Rust 441

2 天前

mgonzs13 / llama_ros

#大语言模型#llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

C++gpt llama 大语言模型 ros2 ggml gguf llamacpp llava vlm langchain embeddings rerank reranking

C++ 193

9 天前

wzdavid / ThinkRAG

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。

deepseek llamaindex moonshot ollama rag Streamlit zhipuai langchain laptop openai hybrid-search knowledgebase reranking 聊天机器人 chromadb elasticsearch embedding lancedb retrieval-augmented-generation

Python 189

1 个月前

DataScienceUIBK / Rankify

#自然语言处理#🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techni...

自然语言处理 question-answering rag reranking retrieval agent 大语言模型人工智能 ChatGPT information-retrieval

Python 187

4 天前

ducha-aiki / manifold-diffusion

Diffusion on manifolds for image retrieval

image-retrieval Python reranking diffusion manifold

Python 126

5 年前

DevSinghSachan / unsupervised-passage-reranking

Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"

information-retrieval language-model reranking

Python 100

2 年前

yzhangcs / SoTu

A flask-based cbir system

Flask cbir bof reranking

Python 87

1 年前

morningmoni / GAR

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

question-answering retrieval-model reranking

Python 74

3 年前

gmberton / geo_warp

Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"

机器视觉 geolocalization image-retrieval PyTorch re-ranking reranking

Python 62

1 年前

UDLF / UDLF

#学习与技能提升#An Unsupervised Distance Learning Framework for Multimedia Retrieval

Image retrieval cbir re-ranking multimedia unsupervised learning reranking

C++ 58

9 个月前

tensorlakeai / rerank-ts

rerank library for easy reranking of results

rerank reranking typescript-library

TypeScript 36

6 个月前

UKPLab / useb

#自然语言处理#Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

sentence-embeddings unsupervised-learning benchmark domain-adaptation information-retrieval reranking sbert transformer PyTorch 自然语言处理

Python 32

3 年前

coleygroup / rxn-ebm

#计算机科学#Energy-based modeling of chemical reactions

深度学习 graph-neural-networks PyTorch reranking

Python 31

2 年前