Alternatives and similar repositories for rails

Users that are interested in rails are comparing it to the libraries listed below

• HugoZHL / MEVI
  [NeurIPS 2023] Model-enhanced Vector Index
  ☆26Updated last year
• HansiZeng / RIPOR
  [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".
  ☆64Updated last year
• ielab / PromptReps
  Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
  ☆52Updated 3 weeks ago
• KL4805 / ShoppingMMLU
  Shopping MMLU: A Multi-Task Online Shopping Benchmark for LLMs.
  ☆44Updated last year
• HansiZeng / scaling-retriever
  [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"
  ☆19Updated 9 months ago
• orionw / FollowIR
  FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
  ☆50Updated last year
• microsoft / SpeedyRec
  ☆24Updated 2 years ago
• staoxiao / LibVQ
  ☆74Updated 2 years ago
• gangiswag / llm-reranker
  ☆57Updated last year
• jzbjyb / ReAtt
  Retrieval as Attention
  ☆82Updated 3 years ago
• jingtaozhan / RepCONC
  WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
  ☆120Updated last year
• liuqi6777 / pe_rank
  Leveraging passage embeddings for efficient listwise reranking with large language models.
  ☆49Updated last year
• RulinShao / RAG-evaluation-harnesses
  An evaluation suite for Retrieval-Augmented Generation (RAG).
  ☆23Updated 9 months ago
• cambridgeltl / PairS
  Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)
  ☆48Updated last year
• tianyi-lab / MoE-Embedding
  [ICLR 2025 Oral] "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"
  ☆87Updated last year
• jingtaozhan / JPQ
  CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
  ☆52Updated 3 years ago
• CodeCreator / WebOrganizer
  Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
  ☆75Updated 8 months ago
• orionw / rank1
  Test-time compute in information retrieval
  ☆51Updated 6 months ago
• fe1ixxu / CPO_SIMPO
  This repository contains the joint use of CPO and SimPO method for better reference-free preference learning methods.
  ☆56Updated last year
• yegcjs / mixinglaws
  ☆109Updated 6 months ago
• princeton-pli / MeCo
  Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"
  ☆49Updated 7 months ago
• xlang-ai / BRIGHT
  [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
  ☆187Updated 4 months ago
• linjc16 / Rec-R1
  [TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
  ☆125Updated 5 months ago
• jingtaozhan / disentangled-retriever
  An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.
  ☆60Updated 2 years ago
• RUC-NLPIR / GenIR-Survey
  [TOIS 2025] This is the official repository for the generative information retrieval survey.
  ☆200Updated 9 months ago
• CSHaitao / JTR
  The official repo for our SIGIR'23 Full paper: Constructing Tree-based Index for Efficient and Effective Dense Retrieval
  ☆28Updated 2 years ago
• swj0419 / in-context-pretraining
  ☆55Updated last year
• ArvinZhuang / DSI-QG
  The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…
  ☆126Updated 2 years ago
• thunlp / MoEfication
  ☆143Updated last year
• ielab / llm-rankers
  Document Ranking with Large Language Models.
  ☆203Updated 4 months ago