This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)
☆344Dec 21, 2024Updated last year
Alternatives and similar repositories for RAG
Users that are interested in RAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆145Jan 6, 2026Updated 2 months ago
- ☆2,126May 8, 2024Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Sep 25, 2024Updated last year
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,405Mar 1, 2026Updated 3 weeks ago
- Submodular optimization for context engineering: query fan-out, text selection, passage reranking☆78Jul 14, 2025Updated 8 months ago
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆274Sep 25, 2025Updated 6 months ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated last year
- This repository presents the original implementation of LumberChunker: Long-Form Narrative Document Segmentation by André V. Duarte, João…☆93Feb 9, 2026Updated last month
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆583Mar 12, 2026Updated last week
- Code for RATIONALYST: Pre-training Process-Supervision for Improving Reasoning https://arxiv.org/pdf/2410.01044☆35Oct 3, 2024Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆88Jan 18, 2025Updated last year
- ☆1,447Jun 18, 2024Updated last year
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆203Apr 5, 2025Updated 11 months ago
- ☆29Jun 5, 2025Updated 9 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆153Jun 16, 2024Updated last year
- A curated list of awesome papers about utilizing large language models for ranking.☆32Oct 30, 2024Updated last year
- Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)☆29Oct 26, 2025Updated 4 months ago
- AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation☆4,635Mar 10, 2026Updated 2 weeks ago
- Code for KaLM-Embedding models☆115Jun 30, 2025Updated 8 months ago
- ☆105Mar 25, 2025Updated last year
- Retrieval and Retrieval-augmented LLMs☆11,443Mar 10, 2026Updated 2 weeks ago
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆12Mar 19, 2024Updated 2 years ago
- TianGong-AI-Unstructure☆71Feb 4, 2026Updated last month
- Corrective Retrieval Augmented Generation☆448Oct 8, 2024Updated last year
- [ACL 2025] AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆165Oct 14, 2025Updated 5 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆427Apr 3, 2025Updated 11 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆363May 20, 2025Updated 10 months ago
- All projects I completed in Software Engineering in Fudan University from 2018 / 复旦大学2018级软件工程专业课程项目合集☆22Jan 20, 2022Updated 4 years ago
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Jul 24, 2024Updated last year
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated last year
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,619Sep 3, 2024Updated last year
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆245Aug 25, 2024Updated last year
- MTEB: Massive Text Embedding Benchmark☆3,180Updated this week
- ☆14Jul 7, 2024Updated last year
- Code for the EACL 2024 paper: "Small Language Models Improve Giants by Rewriting Their Outputs"☆12Apr 20, 2024Updated last year
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,882May 17, 2025Updated 10 months ago
- This is the official repository for Auto-RAG.☆235Jul 18, 2025Updated 8 months ago
- Supercharge Your LLM Application Evaluations 🚀☆13,008Feb 24, 2026Updated last month
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,314Mar 2, 2026Updated 3 weeks ago