reranking

There are 4 repositories under reranking topic.

embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding
Language:Jupyter Notebook 2324
superlinear-ai / raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
chainlit colbert evals hybrid-search late-chunking late-interaction llm markdown pdf pgvector postgres postgresql query-adapter rag reranker reranking retrieval-augmented-generation sqlite tsvector vector-search
Language:Python 869
PrithivirajDamodaran / FlashRank
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 & Collaborations.
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search
Language:Python 769
AnswerDotAI / byaldi
Use late-interaction multi-modal models such as ColPali in just a few lines of code.
colbert colpali multi-modal nlp rag reranking retrieval
Language:Python 753
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).
bert-for-ir dense-retrieval information-retrieval pretrain-for-search pretrained-language-models pretraining-for-ir reranking web-search
658
sunnweiwei / RankGPT
Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
chatgpt information-retrieval large-language-models reranking
Language:Python 581
snexus / llm-search
Querying local documents, powered by LLM
chroma langchain-python large-language-models openai-chatgpt splade chatbot llm streamlit hyde rag reranking retrieval-augmented-generation
Language:Jupyter Notebook 574
Anush008 / fastembed-rs
Rust library for generating vector embeddings, reranking locally
embeddings fastembed rag reranker reranking retrieval retrieval-augmented-generation vector-search
Language:Rust 453
DataScienceUIBK / Rankify
🔥 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 techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.
agent ai chatgpt information-retrieval llm nlp question-answering rag ranked-retrieval reranking retrieval retrival-augmented-generation
Language:Python 194
ThinkRAG
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。
baai chatbot chromadb deepseek elasticsearch embedding hybrid-search knowledgebase lancedb langchain laptop llamaindex moonshot ollama openai rag reranking retrieval-augmented-generation streamlit zhipuai
Language:Python 194
mgonzs13 / llama_ros
llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2
cpp embeddings ggml gguf gpt langchain llama llamacpp llava llavacpp llm rerank reranking ros2 vlm
Language:C++ 193
ducha-aiki / manifold-diffusion
Diffusion on manifolds for image retrieval
diffusion image-retrieval manifold python reranking
Language:Python 126
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 open-domain reranking
Language:Python 100
yzhangcs / SoTu
A flask-based cbir system
flask cbir bof he wgc reranking
Language:Python 88
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 seq2seq-model retrieval-model reranking openqa open-domain-qa
Language:Python 74
gmberton / geo_warp
Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"
computer-vision geo-localization geolocalization image-retrieval pytorch re-ranking reranking visual-geo-localization visual-place-recognition
Language:Python 62
UDLF / UDLF
An Unsupervised Distance Learning Framework for Multimedia Retrieval
image retrieval cbir re-ranking ranking-aggregation multimedia unsupervised learning reranking
Language:C++ 58
willard-yuan / SoTu
Bag of Visual Feature with Hamming Enbedding, Reranking
bovw hamming-embedding reranking geometry-verification
Language:Python 54
tensorlakeai / rerank-ts
rerank library for easy reranking of results
rerank reranking typescript-library
Language:TypeScript 37
UKPLab / useb
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 paraphrase-identification sbert transformer pytorch nlp
Language:Python 32
coleygroup / rxn-ebm
Energy-based modeling of chemical reactions
deep-learning graph-neural-networks pytorch reranking retrosynthesis
Language:Python 31
mukhal / PromptRank
[ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting
language-model large-language-models multihop-reasoning prompting qa reranking
Language:Python 27
MCC-WH / CSA
Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"
image-retrieval reranking
Language:Python 25
jiesutd / RerankNER
Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017
ner neural-network reranking
Language:Python 23
mehdidc / clip_rerank
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
clip reranking generative-model text-encoding image-embedding text-embedding
Language:Python 15
ArslanKAS / Large-Language-Models-with-Semantic-Search
Explore from keyword search to dense retrieval and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.
deep-learning dense-retrieval large-language-models llm nlp reranking search semantic
Language:Jupyter Notebook 14
cambridgeltl / BLICEr
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
bilingual-dictionary-induction bilingual-lexicon-extraction bilingual-lexicon-induction bilingual-word-embedding cross-encoder cross-lingual-embeddings cross-lingual-word-embeddings fasttext-embeddings pytorch reranking self-learning word-alignment word-embeddings word-translation xlm-r xlm-roberta low-resource-machine-translation cross-lingual-word-embedding information-retrieval machine-translation
Language:Python 13
dcarpintero / wikisearch
Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.
large-language-models semantic-search embedding-vectors python cohere reranking streamlit weaviate wikipedia dense-retrieval generative-ai cohere-rerank
Language:Python 13
mixedbread-ai / python-sdk
mixedbread ai python sdk
embeddings python reranking
Language:Python 11
AstraBert / Pokemon-Bot
Discord bot that knows a lot about Pokemons :)
cohere-ai discord-bot hybrid-search image-search llm pokemon postgresql python qdrant rag reranking
Language:Python 10
EliasPereirah / SearchAugmentedLLM
SearchAugmentedLLM empowers LLMs with information from the web
google-search-api llm rag rerank reranker reranking retrieval-augmented-generation grounding-llms
Language:PHP 8
bhavnicksm / pokemon-card-explorer
Who's that Pokemon (card)? Search over more than 10K Pokemon cards to find out the coolest one yet! ✨
cohere pinecone pokemon python3 streamlit vectordb openai openai-api reranking retrieval similarity-search
Language:Jupyter Notebook 6
ML-Recipes / BERT-FAQ
Python-based toolkit for building and evaluating a transformer-based FAQ retrieval system
faq bert-fine-tuning reranking stackexchange rest-api supervised unsupervised covid-19 pytorch sentence-transformers embeddings
Language:Python 6
Thomas-wyh / B-Attention
This is an official implementation for "Robust Graph Structure Learning over Images via Multiple Statistical Tests" accepted at NeurIPS 2022.
attention-mechanism clustering gcn graph graph-structure-learning reid reranking
Language:Python 6
Kdotseth7 / advanced-rag
Advanced RAG pipeline using Re-Ranking after initial retrieval
distilbert faiss-vector-database gpt-3 llm reranking retrieval-augmented-generation sentence-transformers
Language:Python 5
mixedbread-ai / typescript-sdk
embeddings mixedbread reranking
Language:TypeScript 5

reranking

embeddings-benchmark / mteb

superlinear-ai / raglite

PrithivirajDamodaran / FlashRank

AnswerDotAI / byaldi

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

sunnweiwei / RankGPT

snexus / llm-search

Anush008 / fastembed-rs

DataScienceUIBK / Rankify

wzdavid / ThinkRAG

mgonzs13 / llama_ros

ducha-aiki / manifold-diffusion

DevSinghSachan / unsupervised-passage-reranking

yzhangcs / SoTu

morningmoni / GAR

gmberton / geo_warp

UDLF / UDLF

willard-yuan / SoTu

tensorlakeai / rerank-ts

UKPLab / useb

coleygroup / rxn-ebm

mukhal / PromptRank

MCC-WH / CSA

jiesutd / RerankNER

mehdidc / clip_rerank

ArslanKAS / Large-Language-Models-with-Semantic-Search

cambridgeltl / BLICEr

dcarpintero / wikisearch

mixedbread-ai / python-sdk

AstraBert / Pokemon-Bot

EliasPereirah / SearchAugmentedLLM

bhavnicksm / pokemon-card-explorer

ML-Recipes / BERT-FAQ

Thomas-wyh / B-Attention

Kdotseth7 / advanced-rag

mixedbread-ai / typescript-sdk