RUC-NLPIR / FlashRAGLinks
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
☆3,079Updated last month
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☆3,445Updated 3 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,882Updated last month
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,756Updated last year
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,444Updated last year
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,292Updated last month
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,225Updated last year
- ☆2,093Updated last year
- Empowering RAG with a memory-based data interface for all-purpose applications!☆2,151Updated last month
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,252Updated 11 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,006Updated 10 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,048Updated 3 months ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,075Updated last year
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,504Updated last week
- Neo4j graph construction from unstructured data using LLMs☆4,062Updated this week
- Parsing-free RAG supported by VLMs☆832Updated last week
- UltraRAG 2.0: Less Code, Lower Barrier, Faster Deployment! MCP-based low-code RAG framework, enabling researchers to build complex pipeli…☆1,768Updated this week
- Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.☆1,178Updated last week
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,068Updated 2 months ago
- ☆1,529Updated 3 weeks ago
- Efficient Retrieval Augmentation and Generation Framework☆1,735Updated 9 months ago
- MTEB: Massive Text Embedding Benchmark☆2,931Updated this week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆3,400Updated 3 weeks ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,391Updated 5 months ago
- the resources about the application based on LLM with RAG pattern☆1,559Updated 2 weeks ago
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,255Updated last week
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆1,736Updated this week
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,279Updated 8 months ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,900Updated 3 months ago
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,252Updated 4 months ago
- Summarize existing representative LLMs text datasets.☆1,368Updated 2 weeks ago