Alternatives and similar repositories for beir

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

• castorini / pyserini
  Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
  ☆2,000Updated this week
• naver / splade
  SPLADE: sparse neural search (SIGIR21, SIGIR22)
  ☆960Updated last year
• dorianbrown / rank_bm25
  A Collection of BM25 Algorithms in Python
  ☆1,289Updated last year
• Muennighoff / sgpt
  SGPT: GPT Sentence Embeddings for Semantic Search
  ☆873Updated last year
• facebookresearch / DPR
  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  ☆1,857Updated 2 years ago
• stanford-futuredata / ColBERT
  ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
  ☆3,748Updated 2 months ago
• facebookresearch / contriever
  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
  ☆768Updated 2 years ago
• texttron / tevatron
  Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.
  ☆712Updated 3 weeks ago
• sunnweiwei / RankGPT
  Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
  ☆649Updated last year
• xhluca / bm25s
  Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
  ☆1,444Updated 2 weeks ago
• embeddings-benchmark / mteb
  MTEB: Massive Text Embedding Benchmark
  ☆3,051Updated this week
• SeanLee97 / AnglE
  Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
  ☆569Updated 2 months ago
• texttron / hyde
  HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
  ☆562Updated last year
• google-research / deduplicate-text-datasets
  ☆1,255Updated last year
• castorini / rank_llm
  RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
  ☆566Updated last week
• AmenRa / ranx
  ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
  ☆632Updated 4 months ago
• gabriben / awesome-generative-information-retrieval
  ☆713Updated 2 months ago
• xlang-ai / instructor-embedding
  [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
  ☆2,022Updated 11 months ago
• facebookresearch / atlas
  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…
  ☆551Updated 2 years ago
• 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).
  ☆673Updated last year
• stanford-futuredata / ARES
  Automated Evaluation of RAG Systems
  ☆682Updated 9 months ago
• castorini / anserini
  Anserini is a Lucene toolkit for reproducible information retrieval research
  ☆1,093Updated this week
• ChenghaoMou / text-dedup
  All-in-one text de-duplication
  ☆737Updated last week
• McGill-NLP / llm2vec
  Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'
  ☆1,634Updated last month
• primeqa / primeqa
  The prime repository for state-of-the-art Multilingual Question Answering research and development.
  ☆740Updated 3 months ago
• Tiiiger / bert_score
  BERT score for text generation
  ☆1,859Updated last year
• IntelLabs / fastRAG
  Efficient Retrieval Augmentation and Generation Framework
  ☆1,756Updated 11 months ago
• asahi417 / lm-question-generation
  Multilingual/multidomain question generation datasets, models, and python library for question generation.
  ☆372Updated last year
• jzbjyb / FLARE
  Forward-Looking Active REtrieval-augmented generation (FLARE)
  ☆663Updated 2 years ago
• google-research / FLAN
  ☆1,556Updated 3 weeks ago