stanford-futuredata / ARES
Automated Evaluation of RAG Systems
☆579Updated 3 weeks ago
Alternatives and similar repositories for ARES:
Users that are interested in ARES are comparing it to the libraries listed below
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆302Updated 3 weeks ago
- Corrective Retrieval Augmented Generation☆367Updated 6 months ago
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)☆310Updated 4 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,391Updated 3 weeks ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆436Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆911Updated last month
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆151Updated this week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,191Updated 7 months ago
- Code for explaining and evaluating late chunking (chunked pooling)☆375Updated 4 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆850Updated 4 months ago
- Generative Representational Instruction Tuning☆620Updated last month
- ☆867Updated 6 months ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆509Updated 10 months ago
- RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…☆361Updated 5 months ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆769Updated last month
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆624Updated last year
- Fine-Tuning Embedding for RAG with Synthetic Data☆494Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆170Updated 4 months ago
- Comprehensive benchmark for RAG☆167Updated 5 months ago
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆294Updated 6 months ago
- ☆593Updated 3 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆480Updated 6 months ago
- TAG-Bench: A benchmark for table-augmented generation (TAG)☆722Updated 3 weeks ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆205Updated 5 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,523Updated 3 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆530Updated 4 months ago
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆230Updated 8 months ago
- List of papers on hallucination detection in LLMs.☆846Updated 2 weeks ago
- Official repository for ORPO☆448Updated 10 months ago
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆786Updated 4 months ago