Alternatives and similar repositories for ARES

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

• prometheus-eval / prometheus-eval
  Evaluate your LLM's response with Prometheus and GPT4 💯
  ☆1,031Updated 8 months ago
• parthsarthi03 / raptor
  The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
  ☆1,537Updated last year
• amazon-science / RAGChecker
  RAGChecker: A Fine-grained Framework For Diagnosing RAG
  ☆1,044Updated last year
• Raudaschl / rag-fusion
  ☆906Updated last year
• yixuantt / MultiHop-RAG
  Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)
  ☆416Updated 9 months ago
• castorini / rank_llm
  RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
  ☆571Updated 3 weeks ago
• FudanDNN-NLP / RAG
  This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)
  ☆344Updated last year
• jina-ai / late-chunking
  Code for explaining and evaluating late chunking (chunked pooling)
  ☆482Updated last year
• BatsResearch / bonito
  A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
  ☆819Updated 6 months ago
• HuskyInSalt / CRAG
  Corrective Retrieval Augmented Generation
  ☆438Updated last year
• AnswerDotAI / rerankers
  A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.
  ☆1,588Updated last month
• potsawee / selfcheckgpt
  SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
  ☆593Updated last year
• run-llama / finetune-embedding
  Fine-Tuning Embedding for RAG with Synthetic Data
  ☆524Updated 2 years ago
• IntelLabs / fastRAG
  Efficient Retrieval Augmentation and Generation Framework
  ☆1,758Updated last week
• amazon-science / RefChecker
  RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…
  ☆414Updated 8 months ago
• YHPeter / Awesome-RAG-Evaluation
  The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.
  ☆185Updated 8 months ago
• facebookresearch / CRAG
  Comprehensive benchmark for RAG
  ☆258Updated 7 months ago
• xhluca / bm25s
  Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
  ☆1,456Updated 3 weeks ago
• spcl / MRAG
  Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
  ☆237Updated 3 months ago
• sunnweiwei / RankGPT
  Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
  ☆652Updated last year
• jzbjyb / FLARE
  Forward-Looking Active REtrieval-augmented generation (FLARE)
  ☆665Updated 2 years ago
• TAG-Research / TAG-Bench
  TAG-Bench: A benchmark for table-augmented generation (TAG)
  ☆766Updated 9 months ago
• texttron / hyde
  HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
  ☆567Updated last year
• fate-ubw / RAGLAB
  [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
  ☆310Updated last year
• KarelDO / xmc.dspy
  In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.
  ☆446Updated last year
• PrithivirajDamodaran / FlashRank
  Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…
  ☆926Updated 2 weeks ago
• TonicAI / tonic_validate
  Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.
  ☆320Updated 6 months ago
• mlabonne / llm-autoeval
  Automatically evaluate your LLMs in Google Colab
  ☆682Updated last year
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆683Updated 6 months ago
• arthur-ai / bench
  A tool for evaluating LLMs
  ☆427Updated last year