reranking

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.

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

UpdatedJul 3, 2025
Python

AnswerDotAI /byaldi

Star803

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

nlp retrieval multi-modal reranking rag colbert colpali

UpdatedJan 28, 2025
Python

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

Star670

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 dense-retrieval pretraining-for-ir bert-for-ir pretrain-for-search

UpdatedJan 7, 2024

sunnweiwei /RankGPT

Star623

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

information-retrieval reranking large-language-models chatgpt

UpdatedMar 10, 2024
Python

snexus /llm-search

Star612

Querying local documents, powered by LLM

mcp chatbot chroma hyde reranking rag streamlit large-language-models llm splade openai-chatgpt langchain-python retrieval-augmented-generation

UpdatedJun 1, 2025
Jupyter Notebook

Anush008 /fastembed-rs

Sponsor

Star547

Rust library for generating vector embeddings, reranking.

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

UpdatedJul 12, 2025
Rust

DataScienceUIBK /Rankify

Star486

🔥 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.

nlp agent information-retrieval ai retrieval question-answering reranking rag ranked-retrieval llm chatgpt retrival-augmented-generation

UpdatedJun 24, 2025
Python

wassim249 /YT-Navigator

Star472

YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds with semantic search and precise timestamps.

python youtube django ai reranking youtube-bot rag llm langchain langgraph agentic-rag agentic-ai

UpdatedMar 27, 2025
Python

wzdavid /ThinkRAG

Star246

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。

elasticsearch chatbot openai knowledgebase laptop embedding reranking rag moonshot streamlit hybrid-search baai langchain llamaindex chromadb retrieval-augmented-generation lancedb zhipuai ollama deepseek

UpdatedFeb 13, 2025
Python

mgonzs13 /llama_ros

Star217

llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

audio cpp embeddings llama gpt ros2 vlm reranking multimodal llm langchain llava llamacpp ggml gguf rerank llavacpp

UpdatedJul 12, 2025
C++

ducha-aiki /manifold-diffusion

Star126

Diffusion on manifolds for image retrieval

python manifold image-retrieval diffusion reranking

UpdatedJan 8, 2020
Python

DevSinghSachan /unsupervised-passage-reranking

Star101

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

information-retrieval language-model reranking open-domain

UpdatedNov 27, 2022
Python

opensolon /solon-ai

Star101

Java AI（智能体）全场景应用开发框架（LLM，Function Call，RAG，Embedding，Reranking，Flow，MCP Server，Mcp Client，Mcp Proxy）。同时兼容 java8 ~ java24。也可嵌入到 SpringBoot2、jFinal、Vert.x 等框架中使用。

java chat ai openai embedding reranking function-call rag llm deepseek tool-call mcp-server modelcontextprotocol mcp-client

UpdatedJul 12, 2025
Java

yzhangcs /SoTu

Star89

A flask-based cbir system

flask cbir he reranking bof wgc

UpdatedJan 11, 2024
Python

morningmoni /GAR

Star75

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 openqa reranking retrieval-model open-domain-qa