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.
  ☆1,836Updated last week
• naver / splade
  SPLADE: sparse neural search (SIGIR21, SIGIR22)
  ☆849Updated last year
• dorianbrown / rank_bm25
  A Collection of BM25 Algorithms in Python
  ☆1,173Updated 7 months ago
• facebookresearch / contriever
  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
  ☆737Updated 2 years ago
• texttron / tevatron
  Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.
  ☆610Updated last week
• facebookresearch / DPR
  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  ☆1,801Updated 2 years ago
• Muennighoff / sgpt
  SGPT: GPT Sentence Embeddings for Semantic Search
  ☆868Updated last year
• embeddings-benchmark / mteb
  MTEB: Massive Text Embedding Benchmark
  ☆2,554Updated this week
• gabriben / awesome-generative-information-retrieval
  ☆680Updated last month
• castorini / docTTTTTquery
  docTTTTTquery document expansion model
  ☆365Updated 2 years ago
• Tiiiger / bert_score
  BERT score for text generation
  ☆1,746Updated 10 months ago
• castorini / anserini
  Anserini is a Lucene toolkit for reproducible information retrieval research
  ☆1,056Updated last week
• stanford-futuredata / ColBERT
  ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
  ☆3,408Updated last month
• IntelLabs / fastRAG
  Efficient Retrieval Augmentation and Generation Framework
  ☆1,558Updated 4 months 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).
  ☆666Updated last year
• terrier-org / pyterrier
  A Python framework for performing information retrieval experiments, building on http://terrier.org/
  ☆461Updated 2 weeks ago
• xhluca / bm25s
  Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
  ☆1,175Updated this week
• facebookresearch / atlas
  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…
  ☆537Updated last year
• castorini / rank_llm
  RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
  ☆453Updated this week
• sunnweiwei / RankGPT
  Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
  ☆609Updated last year
• SeanLee97 / AnglE
  Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
  ☆543Updated 2 months ago
• google-research / deduplicate-text-datasets
  ☆1,218Updated 10 months ago
• luyug / Reranker
  Build Text Rerankers with Deep Language Models
  ☆263Updated last year
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆639Updated 2 months ago
• huggingface / setfit
  Efficient few-shot learning with Sentence Transformers
  ☆2,486Updated last month
• universal-ner / universal-ner
  ☆363Updated last year
• princeton-nlp / ALCE
  [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627
  ☆486Updated 7 months ago
• castorini / pygaggle
  a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini
  ☆350Updated last year
• google-research / FLAN
  ☆1,520Updated last month
• McGill-NLP / llm2vec
  Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'
  ☆1,528Updated 4 months ago