stanford-futuredata / ARESLinks
Automated Evaluation of RAG Systems
☆647Updated 5 months ago
Alternatives and similar repositories for ARES
Users that are interested in ARES are comparing it to the libraries listed below
Sorting:
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆971Updated 8 months ago
- ☆890Updated 10 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆356Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,373Updated 11 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆525Updated this week
- Code for explaining and evaluating late chunking (chunked pooling)☆443Updated 8 months ago
- Fine-Tuning Embedding for RAG with Synthetic Data☆509Updated last year
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)☆333Updated 8 months ago
- RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…☆383Updated 3 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,523Updated 3 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆981Updated 4 months ago
- Corrective Retrieval Augmented Generation☆404Updated 10 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,650Updated 7 months ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆788Updated last month
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆646Updated last year
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆557Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆172Updated last year
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,291Updated 2 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆547Updated 8 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆226Updated 2 months ago
- Comprehensive benchmark for RAG☆211Updated 2 months ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆632Updated last year
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆305Updated 10 months ago
- Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.☆317Updated last month
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆173Updated 4 months ago
- ☆629Updated 7 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,182Updated last year
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆851Updated last month
- Generative Representational Instruction Tuning☆667Updated 2 months ago
- TAG-Bench: A benchmark for table-augmented generation (TAG)☆752Updated 4 months ago