🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.
☆667Mar 7, 2026Updated last month
Alternatives and similar repositories for Rankify
Users that are interested in Rankify are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,380Sep 10, 2025Updated 6 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,445Mar 1, 2026Updated last month
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆7,743Nov 19, 2025Updated 4 months ago
- ☆13Feb 17, 2025Updated last year
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆310Oct 18, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,196Nov 17, 2025Updated 4 months ago
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆18May 23, 2025Updated 10 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,341Sep 4, 2025Updated 7 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,606Dec 20, 2025Updated 3 months ago
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆204Apr 5, 2025Updated last year
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,111Jul 5, 2025Updated 9 months ago
- An implementation of "M3DOCRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding" by Jaemin Cho, Debanj…☆52Nov 13, 2024Updated last year
- Empowering RAG with a memory-based data interface for all-purpose applications!☆2,239Sep 11, 2025Updated 6 months ago
- Pocket Flow: 100-line LLM framework. Let Agents build Agents!☆10,356Mar 27, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,664Jan 28, 2026Updated 2 months ago
- ☆14Apr 14, 2025Updated 11 months ago
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,825Oct 16, 2025Updated 5 months ago
- Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM | EMNLP 2025 Findings☆18Oct 17, 2025Updated 5 months ago
- Retrieval and Retrieval-augmented LLMs☆11,502Apr 1, 2026Updated last week
- ☆91Feb 15, 2025Updated last year
- ☆23Jul 2, 2025Updated 9 months ago
- ☆133Apr 7, 2025Updated last year
- TrustRAG：The RAG Framework within Reliable input,Trusted output☆1,246Jan 7, 2026Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers☆88May 15, 2025Updated 10 months ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆225Jun 24, 2025Updated 9 months ago
- ☆22May 26, 2025Updated 10 months ago
- Agentic RAG R1 Framework via Reinforcement Learning☆411Feb 16, 2026Updated last month
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆89Jan 18, 2025Updated last year
- Code implement reposity of Paper HiQA☆106Mar 2, 2025Updated last year
- A simple, easy-to-hack GraphRAG implementation☆3,758Jan 27, 2026Updated 2 months ago
- AI conflict resolution framework designed to work alongside existing AI orchestration tools☆24Dec 12, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆96Dec 6, 2024Updated last year
- Modified Beam Search with periodical restart☆12Sep 12, 2024Updated last year
- [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆32,472Updated this week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,789Aug 20, 2024Updated last year
- Comprehensive benchmark for RAG☆277Jun 14, 2025Updated 9 months ago
- XTR/WARP (SIGIR'25) is an extremely fast and accurate retrieval engine based on Stanford's ColBERTv2/PLAID and Google DeepMind's XTR.☆188May 3, 2025Updated 11 months ago
- Task-Aware Agent-driven Prompt Optimization Framework☆3,831Oct 13, 2025Updated 5 months ago