🔥 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.
☆682May 6, 2026Updated 3 months ago
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:
- ArabicaQA: Comprehensive Dataset for Arabic Question Answering accepted at SIGIR 2024☆18Jul 28, 2024Updated 2 years ago
- ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages☆16Aug 19, 2025Updated 11 months ago
- HintEval💡: A Comprehensive Framework for Hint Generation and Evaluation for Questions☆37Jul 13, 2026Updated last month
- Exploring Hint Generation Approaches in Open-Domain Question Answering☆31Sep 19, 2025Updated 10 months ago
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,480Sep 10, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Jul 30, 2025Updated last year
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,543Aug 9, 2026Updated last week
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆19May 23, 2025Updated last year
- SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting☆45Mar 20, 2026Updated 4 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,628Dec 20, 2025Updated 7 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,128Updated this week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,949Jul 29, 2026Updated 3 weeks ago
- A Dataset for Automatic Hint Generation from Factoid Questions☆29Jul 27, 2025Updated last year
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆8,060Nov 19, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆313Oct 18, 2024Updated last year
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,240Nov 17, 2025Updated 9 months ago
- A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines☆5,670Updated this week
- ☆10Apr 16, 2021Updated 5 years ago
- Retrieval and Retrieval-augmented LLMs☆12,059Updated this week
- Late Interaction Models Training & Retrieval☆878Jul 23, 2026Updated 3 weeks ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆2,266Sep 11, 2025Updated 11 months ago
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,983Jan 28, 2026Updated 6 months ago
- ☆13Feb 17, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆2,008Oct 16, 2025Updated 10 months ago
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆51Dec 7, 2024Updated last year
- ☆19Jul 7, 2025Updated last year
- Span-level grounding verification for RAG, code, and tool-grounded AI outputs.☆596Updated this week
- [ICLR'25] "Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers"☆44Mar 31, 2025Updated last year
- [COLM’25] DeepRetrieval — 🔥 Training Search Agent by RLVR with Retrieval Outcome☆717Oct 12, 2025Updated 10 months ago
- TrustRAG:The RAG Framework within Reliable input,Trusted output☆1,276Jan 7, 2026Updated 7 months ago
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆277Sep 25, 2025Updated 10 months ago
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆211Apr 5, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Agentic RAG R1 Framework via Reinforcement Learning☆432Jun 29, 2026Updated last month
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆651Updated this week
- ☆22Apr 15, 2021Updated 5 years ago
- Pocket Flow: 100-line LLM framework. Let Agents build Agents!☆11,112Jul 26, 2026Updated 3 weeks ago
- [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation☆38,945Updated this week
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,107Dec 13, 2024Updated last year
- FlexRAG: A RAG Framework for Information Retrieval and Generation.☆240Updated this week