RUC-NLPIR / FlashRAGLinks
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
☆2,644Updated last week
Alternatives and similar repositories for FlashRAG
Users that are interested in FlashRAG are comparing it to the libraries listed below
Sorting:
- A simple, easy-to-hack GraphRAG implementation☆3,248Updated last month
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,726Updated 2 months ago
- ☆2,068Updated last year
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,182Updated last year
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,712Updated last year
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,365Updated 11 months ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,226Updated 9 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,018Updated last month
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,974Updated 3 months ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,889Updated 4 months ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,045Updated 10 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆967Updated 8 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,265Updated 6 months ago
- the resources about the application based on LLM with RAG pattern☆1,515Updated this week
- MTEB: Massive Text Embedding Benchmark☆2,785Updated this week
- Summarize existing representative LLMs text datasets.☆1,341Updated 5 months ago
- Parsing-free RAG supported by VLMs☆772Updated 6 months ago
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,341Updated this week
- Efficient Retrieval Augmentation and Generation Framework☆1,646Updated 7 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,855Updated this week
- ☆1,237Updated 2 weeks ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,825Updated last month
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,827Updated last month
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆876Updated 9 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,852Updated last week
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,026Updated last week
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,153Updated last week
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,242Updated 2 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆738Updated last year
- Build & Optimize your RAG.☆736Updated 2 weeks ago