Projects

Updated 6 months ago

flashrank • Rank 20.1 • Science 67%

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

Updated 6 months ago

llama_ros • Rank 7.2 • Science 44%

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

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

Updated 5 months ago

https://github.com/datascienceuibk/llm-reranking-generalization-study • Science 36%

How Good are LLM-based Rerankers? Accepted at EMNLP Findings 2025

dataset leaderboard llm reranker reranking retrieval

Updated 6 months ago

rankify • Science 54%

🔥 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

ecosyste.ms

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Open Source Science

flashrank • Rank 20.1 • Science 67%

llama_ros • Rank 7.2 • Science 44%

https://github.com/datascienceuibk/llm-reranking-generalization-study • Science 36%

rankify • Science 54%